MCP资源精选列表

Awesome MCP

Automated. Curated. Ranked.

Model Context Protocol (MCP) servers, clients, and frameworks — the open standard for connecting AI assistants to external data sources and tools. This awesome list is automatically maintained with daily GitHub API updates. Projects are re-ranked daily based on current activity metrics.

Daily process: Merge community PRs → Scan repos → Filter stale projects → Recalculate scores → Rebuild list

• AI Agents
  • Code Assistants
  • Human-in-the-Loop
  • Multi-Agent
  • Reasoning & Prompts
• AI Memory & RAG
  • Memory
  • RAG
• AI Platforms
• Aggregators & Gateways
  • Aggregators
  • Gateways & Proxies
  • Platforms & Registries
• Browser Automation
  • AI Automation
  • Browser Tools
  • Cloud Services
  • DevTools
  • Playwright
• CLI Tools
• CRM & ERP
• Cloud & Infrastructure
  • AWS
  • Cloud Platforms
  • Kubernetes
  • Virtualization & IaC
• Communication & Messaging
  • Apple Messages
  • Email
  • Messengers
  • Notifications
  • Team Chat
  • Voice & Telephony
• Data & Analytics
  • AI/ML Platforms
  • Data APIs
  • Data Exploration
  • Data Platforms
  • Jupyter & Notebooks
  • Visualization
• Databases
  • Analytics & Warehouses
  • Cache & Key-Value
  • Cloud Platforms
  • Graph Databases
  • Multi-Database Tools
  • NoSQL & Document
  • SQL Databases
  • Search Engines
  • Spreadsheets & No-Code
  • Streaming & Messaging
  • Time-Series & Metrics
  • Vector Databases
• Developer Tools
  • API Tools
  • CI/CD & DevOps
  • Code Analysis
  • Debuggers
  • Design & UI
  • Diagrams
  • Documentation
  • IDE & Editors
  • MCP SDKs
  • Mobile Development
  • OpenAPI
  • Package Managers
  • Robotics & Automation
  • Task Management
  • Testing & QA
  • Utilities
  • Version Control
• Embedded & IoT
• File Systems & Storage
• Finance
  • Accounting & Budgeting
  • Crypto & Blockchain
  • Payments & Banking
  • Stock Data & Analytics
  • Trading & Exchanges
• Frameworks & SDKs
• Gaming
• Healthcare & Bioinformatics
• LLM Bridges
• Location & Maps
  • GIS
  • IP Geolocation
  • Maps & Navigation
  • Weather
• MCP Clients
• Marketing & Analytics
• Media Processing
  • 3D & Animation
  • Audio & Music
  • Image Generation
  • Image Processing
  • Media Services
  • Video
• Monitoring & Observability
• Productivity
  • Atlassian
  • Collaboration
  • Documents
  • Google Workspace
  • Helpdesk & Support
  • Learning & Flashcards
  • Microsoft 365
  • Note-taking & Docs
  • Notion
  • Obsidian
  • Project Management
  • Tasks & Calendar
  • Wiki & Collaboration
• Research & Science
• Sandboxing & Execution
• Search & Extraction
  • Academic Research
  • Data APIs
  • News & Content
  • Web Search Engines
• Security
  • Identity & Access
  • MCP Security
  • Network & Firewall
  • Pentesting & OSINT
  • Reverse Engineering
  • SIEM & SecOps
• Social Media
• Sports
• Text-to-Speech
• Translation
• Travel & Transport
• Web Scraping

AI Agents

Code Assistants

• oraios/serena — Semantic code retrieval and editing toolkit ☆30,783
• zilliztech/claude-context — Code search for Claude Code agents ☆12,649
• CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆4,360
• ezyang/codemcp — Coding assistant MCP for Claude Desktop ☆1,603
• ref-tools/ref-tools-mcp — Reference tools for coding agents ☆1,185
• SDGLBL/mcp-claude-code — MCP implementation of Claude Code capabilities and more ☆305
• stippi/code-assistant — LLM-powered autonomous coding assistant ☆183
• archcore-ai/archcore — Git-native context engineering and spec-driven development for AI coding agents ☆73
• lamemind/mcp-server-multiverse — MCP server for multiverse context management ☆82
• contextstream/mcp-server — Shared project context for AI coding agents across MCP clients ☆44
• wende/cicada — AI Coders search blindly. Be their guide. ☆40
• gabrielmaialva33/winx-code-agent — MCP-powered code agent for development ☆38
• josephsenior/Grinta-Coding-Agent — Local-first resilient terminal coding agent with MCP ☆32
• x51xxx/codex-mcp-tool — Claude/Cursor to Codex CLI bridge with multi-turn sessions ☆24
• VertexStudio/developer — File editing, shell execution, screen capture ☆20

Human-in-the-Loop

• ttommyth/interactive-mcp — Interactive MCP server for human-in-the-loop AI ☆351
• RapidataAI/human-use — Enable AI to ask anyone anything ☆73
• gotohuman/gotohuman-mcp-server — Human approvals for AI agentic workflows ☆52
• nazar256/user-prompt-mcp — User input requests for Cursor ☆21

Multi-Agent

• rinadelph/Agent-MCP — Multi-agent AI collaboration framework ☆1,303
• Get-Concord-AI/concord-mcp — Local-first shared work-state for coding agents with presence, file claims, messaging, handoffs and review packets ☆736
• roboticforce/sugar — Local persistent memory, cross-session context, and optional tasks ☆98

Reasoning & Prompts

• ooples/token-optimizer-mcp — Token optimization with caching and compression ☆563
• PV-Bhat/vibe-check-mcp-server — Mentor-like feedback tool preventing AI over-engineering ☆502
• Rai220/think-mcp — MCP Server for reasoning ☆107
• hyperb1iss/lucidity-mcp — MCP server for enhanced AI clarity and reasoning ☆90
• YuChenSSR/multi-ai-advisor-mcp — council of models for decision ☆88
• nikkoxgonzales/crash-mcp — Structured reasoning with step validation ☆72
• gwbischof/free-will-mcp — Experimental AI self-prompting MCP server ☆38
• aquarius-wing/actor-critic-thinking-mcp — Dual-perspective thinking analysis server ☆32
• ejentum/ejentum-mcp — Agent loop with reasoning, code, memory, and anti-deception ☆16
• vasayxtx/mcp-prompt-engine — MCP Prompt Engine ☆18
• abhinav-mangla/inner-monologue-mcp — Inner Monologue MCP Server ☆17
• abhinav-mangla/think-tool-mcp — MCP Think Tool Server ☆16

AI Memory & RAG

Memory

• vectorize-io/hindsight — Hindsight: Agent Memory That Learns ☆54,461
• basicmachines-co/basic-memory — AI conversations that remember context ☆4,376
• agentic-box/memora — Persistent shared memories in SQLite ☆746
• MaxFreedomPollard/Compartment — Offline AEAD-encrypted vector memory without network ☆576
• Beever-AI/beever-atlas — LLM Wiki memory for team chat (Slack, Discord, Teams) ☆451
• gannonh/memento-mcp — Memento MCP: A Knowledge Graph Memory System for LLMs ☆424
• CheMiguel23/MemoryMesh — MCP server for knowledge graph memory ☆354
• pi22by7/In-Memoria — Persistent Intelligence Infrastructure for AI Agents ☆175
• jean-technologies/jean-memory — AI memory with mem0 and graphiti ☆170
• redleaves/context-keeper — Intelligent memory and context for AI agents ☆155
• DrDroidLab/open-index — Structured context graphs with hybrid search and writes ☆113
• unibaseio/membase — Decentralized memory layer for AI agents ☆87
• ukkit/memcord — MCP server for memory and context management ☆74
• knowall-ai/mcp-reverie — Memory management using Neo4j graphs ☆69
• peless/claude-thread-continuity — Save and restore project context ☆65
• hungryrobot1/MCP-PIF — Personal intelligence framework in Haskell ☆57
• Yuchen20/Memory-Plus — Enhanced persistent memory management ☆56
• mnemoverse/mcp-memory-server — Hosted memory that re-ranks recall by reported outcomes ☆27
• skydeckai/mcp-server-rememberizer — An MCP Server to enable global access to Rememberizer ☆36
• JamesANZ/memory-mcp — Shared memory store and retrieval for multiple LLMs ☆23
• hubertciebiada/context-crystallizer — Large repos into AI-consumable knowledge for agents ☆17
• ssmirnovpro/extended-memory-mcp — Cross-session persistent memory for Claude Desktop ☆18

RAG

• apecloud/ApeRAG — Production GraphRAG with multi-modal ☆1,320
• Minima-AI-Inc/minima — On-premises conversational RAG with configurable containers ☆1,056
• GreatScottyMac/context-portal — Memory bank MCP with knowledge graph ☆765
• shinpr/mcp-local-rag — MCP server for local RAG operations ☆425
• graphlit/graphlit-mcp-server — Model Context Protocol (MCP) Server for Graphlit Platform ☆378
• hannesrudolph/mcp-ragdocs — MCP server for RAG document retrieval ☆264
• needle-ai/needle-mcp — Needle MCP Server for easy RAG.Long-term memory for LLMs. ☆104
• ragieai/ragie-mcp-server — Ragie Model Context Protocol Server ☆91
• pinecone-io/assistant-mcp — Pinecone Assistant MCP server ☆46
• nonatofabio/local_faiss_mcp — Local FAISS MCP - semantic search for Claude/Copilot ☆36
• vectara/vectara-mcp — Open source MCP server for Vectara ☆30
• agentset-ai/mcp-server — Agentset MCP Server - Build RAG with Agentic superpowers ☆30
• renl/mcp-rag-local — Local RAG with Ollama embeddings and ChromaDB ☆18

AI Platforms

• Kiln-AI/Kiln — Build AI systems with Evals, RAG, Agents, fine-tuning ☆5,235
• paiml/paiml-mcp-agent-toolkit — Pragmatic AI Labs toolkit for deterministic agents ☆167
• TheRaLabs/legion-mcp — MCP server for Legion AI platform ☆95
• PromptExecution/just-mcp — mcp server for just ☆62
• atlanhq/agent-toolkit — Atlan AI Agent Toolkit ☆41
• Mitek99/deepview-mcp — MCP server for DeepView AI analysis ☆65
• StitchAI/stitch-ai-mcp — Decentralized Knowledge Hub for AI ☆39
• PV-Bhat/gemsuite-mcp — MCP server for GemSuite tools ☆32
• DumplingAI/mcp-server-dumplingai — MCP (Model Context Protocol) server for Dumpling AI ☆30
• sequa-ai/sequa-mcp — MCP server for Sequa AI platform ☆22

Aggregators & Gateways

Aggregators

• mindsdb/mindshub — Query Engine for AI Analytics - self-reasoning agents on live data ☆39,829
• metatool-ai/metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker ☆2,732
• mcpjungle/MCPJungle — One place to manage & connect to all your MCP servers ☆1,311
• 1mcp-app/agent — Unified MCP server aggregator ☆524
• K-Dense-AI/claude-skills-mcp — Claude Agent Skills vector search ☆410
• sitbon/magg — Magg: The MCP Aggregator ☆144
• wanaku-ai/wanaku — Wanaku Governed Action Proxy for AI Agents ☆134
• badkk/awesome-crypto-mcp-servers — A collection of crypto MCP servers. ☆146
• yylo-dev/roundtable — Zero-config MCP unifying multiple AI coding assistants ☆128
• portel-dev/ncp — Natural Context Provider with smart MCP tool loading ☆100
• nguyenvanduocit/all-in-one-model-context-protocol — GitLab, Jira, Confluence, YouTube ☆107
• VeriTeknik/pluggedin-mcp — Plugged.in MCP Server manages all your other MCPs in one MCP. ☆52
• bh-rat/context-awesome — awesome-lists now available as CLI & MCP server for your agent. ☆61
• hamidra/yamcp — Local MCP workspace organization ☆68
• waystation-ai/mcp — No-code secure MCP integration hub ☆65
• gotoolkits/mcp-difyworkflow-server — MCP server for Dify workflow invocation ☆62
• glenngillen/mcpmcp-server — MCP server aggregator and router ☆43
• membranehq/mcp-server — MCP Server for Membrane ☆36
• nazar256/combine-mcp — MCP aggregator combining multiple servers into one interface ☆35
• wojtyniak/mcp-mcp — Meta-MCP for tool discovery and provisioning ☆23
• agree-able/room-mcp — Coordinate agents using rooms ☆23

Gateways & Proxies

• apache/apisix — The Cloud-Native API Gateway and AI Gateway ☆17,258
• sparfenyuk/mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports ☆2,807
• stacklok/toolhive — Runtime and gateway for deploying MCP servers in containers ☆2,312
• HelpCode-ai/anythingmcp — Self-hosted gateway from REST, SOAP, GraphQL, and SQL ☆754
• tbxark/mcp-proxy — Aggregate multiple MCP servers via HTTP ☆743
• smart-mcp-proxy/mcpproxy-go — Supercharge AI Agents, Safely ☆400
• ssut/Remote-MCP — Type-safe solution for remote MCP communication ☆207
• sxhxliang/mcp-access-point — Convert any web server to MCP instantly ☆185
• toolprint/hypertool-mcp — Expose tools based on Agent Persona ☆155
• VeriTeknik/pluggedin-mcp-proxy — Unified MCP proxy managing multiple MCPs ☆138
• universal-mcp/universal-mcp — Middleware for API applications ☆26
• pyroprompts/mcp-stdio-to-streamable-http-adapter — STDIO to Streamable HTTP proxy ☆26
• webrix-ai/secure-mcp-gateway — Secure OAuth gateway for MCP authentication ☆22
• nick1udwig/ws-mcp — MCP server with WebSocket transport ☆21

Platforms & Registries

• archestra-ai/archestra — Enterprise AI guardrails, registry, gateway, and orchestrator ☆4,414
• metorial/metorial — Connect any AI model to 1200+ integrations (MCP, CLI, API) ☆3,370
• chatmcp/mcpso — directory for Awesome MCP Servers ☆2,115
• julien040/anyquery — SQL queries for GitHub, Notion, +40 more ☆1,787
• jaw9c/awesome-remote-mcp-servers — Remote MCP Servers ☆1,164
• boltmcp/boltmcp — Open standard and registry for converting web APIs into MCP servers ☆371
• liuyoshio/mcp-compass — MCP discovery and recommendation ☆247
• juspay/neurolink — Universal AI platform with MCP and multi-provider support ☆157
• integromat/make-mcp-server — Make MCP Server ☆174
• Jeamee/MCPHub-Desktop — Desktop APP for Discover and Install MCP Servers ☆148
• rust-mcp-stack/mcp-discovery — CLI for discovering MCP server capabilities ☆87
• matthewdcage/cursor-mcp-installer — Install MCPs in Cursor from git URL ☆76
• useparagon/paragon-mcp — Access 130+ SaaS integrations via ActionKit ☆48
• VeyraX/veyrax-mcp — VeyraX unified tool access via single MCP ☆48
• Data-Everything/mcp-server-templates — Docker, Kubernetes, CLI, and HTTP MCP templates ☆22

Browser Automation

AI Automation

• Skyvern-AI/skyvern — Automate browser based workflows with AI ☆23,288
• nottelabs/notte — Framework to build web agents ☆2,047
• feder-cr/invisible_playwright_mcp — AI browser agent, ships as an MCP server and a web UI ☆887
• imprvhub/mcp-browser-agent — MCP server for autonomous browser automation with Claude ☆43
• desplega-ai/qa-use — Agent-first E2E testing CLI ☆29

Browser Tools

• BrowserMCP/mcp — Browser control for AI applications ☆7,228
• kontext-security/browser-use-mcp-server — Browse the web, directly from Cursor etc. ☆849
• swimmwatch/cloakbrowser-mcp — Runs upstream Playwright MCP with CloakBrowser Chromium, preserving its browser tools and adding bridge diagnostics. ☆173
• onllm-dev/onUI — Annotation-first UI pair programming in the browser ☆105
• ndthanhdev/mcp-browser-kit — AI assistants interact with local browser ☆55
• BB-fat/browser-use-rs — Rust-based browser automation MCP server ☆41

Cloud Services

• hyperbrowserai/mcp — A MCP server implementation for hyperbrowser ☆791
• browserstack/mcp-server — BrowserStack's Official MCP Server ☆155
• kernel/kernel-mcp-server — Secure cloud-browser automation on Kernel ☆38

DevTools

• ChromeDevTools/chrome-devtools-mcp — Chrome DevTools for coding agents ☆54,228
• mozilla/firefox-devtools-mcp — MCP server for Firefox DevTools integration ☆527
• eyalzh/browser-control-mcp — Browser control via extension for AI agents ☆337

Playwright

• microsoft/playwright-mcp — Playwright MCP server ☆38,722
• executeautomation/mcp-playwright — MCP server for Playwright browser testing ☆5,675
• VikashLoomba/MCP-Server-Playwright — MCP server for browser automation using Playwright ☆297
• blackwhite084/playwright-plus-python-mcp — Enhanced Playwright browser automation ☆188
• kimtth/mcp-aoai-web-browsing — Azure OpenAI with Playwright browser control ☆35

CLI Tools

• wonderwhy-er/DesktopCommanderMCP — Terminal control, file search, diff editing ☆10,144
• classfang/ssh-mcp-server — SSH MCP server included in official repo ☆984
• tufantunc/ssh-mcp — SSH control for Linux servers ☆838
• ferrislucas/iterm-mcp — iTerm command execution for REPL/CLI ☆570
• baryhuang/mcp-remote-macos-use — AI agent for full Mac control ☆490
• peakmojo/applescript-mcp — Execute AppleScript for Mac control ☆465
• wong2/mcp-cli — A CLI inspector for the Model Context Protocol ☆447
• domdomegg/computer-use-mcp — Full computer control for AI models ☆388
• claude-did-this/MCPControl — MCP server for Windows OS automation ☆331
• nickgnd/tmux-mcp — A MCP server for our beloved terminal multiplexer tmux. ☆306
• g0t4/mcp-server-commands — MCP server to run commands (runProcess tool) ☆237
• tumf/mcp-shell-server — Shell execution with whitelisted commands ☆201
• dvcrn/mcp-server-siri-shortcuts — MCP for calling Siri Shorcuts from LLMs ☆195
• AB498/computer-control-mcp — Mouse, keyboard, OCR via PyAutoGUI ☆172
• MladenSU/cli-mcp-server — CLI with secure execution and custom policies ☆177
• sonirico/mcp-shell — Secure, auditable shell commands for AI ☆108
• automateyournetwork/pyATS_MCP — An MCP Server for pyATS (experimental) ☆90
• lacs-project/sysknife — Security-hardened MCP server for Linux sysadmin: 189 typed actions instead of shell strings, Ed25519 hash-chain audit log, approval receipts, automatic rollback ☆81
• inercia/MCPShell — Use shell scripts as MCP tools ☆72
• NakaokaRei/swift-mcp-gui — Keyboard and mouse control on macOS ☆61
• ooples/mcp-console-automation — MCP for AI-driven console automation and monitoring ☆53
• nihalxkumar/arch-mcp — Arch Linux MCP (Model Context Protocol) Server ☆60
• InsForge/insforge-mcp — MCP server for InsForge - full-stack builders for coding agents ☆38
• maxim-saplin/mcp_safe_local_python_executor — Safe Python executor from smolagents ☆48
• OthmaneBlial/term_mcp_deepseek — Approve terminal commands after risk and access checks ☆18
• Beer-Bears/scaffold — Structural RAG system for large codebases ☆19
• blakerouse/ssh-mcp — Local SSH host groups and remote command execution ☆19
• PhialsBasement/CMD-MCP-Server — CMD command execution for Claude agents ☆25
• aybelatchane/mcp-server-terminal — TUI and CLI automation via Terminal State Tree ☆21
• erniebrodeur/mcp-grep — simple mcp server to wrap the local instance of grep. ☆24
• JoshuaRileyDev/mac-apps-launcher — Launch and manage macOS applications ☆19

CRM & ERP

• ivnvxd/mcp-server-odoo — MCP server for Odoo ERP integration ☆407
• GeLi2001/shopify-mcp — Shopify API for Claude and Cursor ☆239
• tsmztech/mcp-server-salesforce — Salesforce MCP Server ☆165
• smn2gnt/MCP-Salesforce — MCP Salesforce connector ☆180
• baryhuang/mcp-hubspot — HubSpot CRM integration for AI assistants ☆131
• augmnt/augments-mcp-server — MCP server for Augments AI platform ☆127
• tomaspavlin/rohlik-mcp — Shop groceries on Rohlik Group platforms ☆121
• mafzaal/d365fo-client — Client for Microsoft Dynamics 365 F&O ☆40
• AiondaDotCom/mcp-salesforce — Salesforce OAuth and CRUD for any object ☆17
• dsvantien/netsuite-mcp-server — NetSuite ERP records, queries, and operations ☆22
• hmk/attio-mcp-server — Attio CRM records and notes management ☆16

Cloud & Infrastructure

AWS

• awslabs/mcp — AWS MCP servers for AI assistants ☆9,836
• aarora79/aws-cost-explorer-mcp-server — MCP server for understanding AWS spend ☆126
• rishikavikondala/mcp-server-aws — MCP server for AWS resource operations ☆127
• aws-samples/sample-mcp-server-s3 — Retrieve PDFs and data from AWS S3 ☆79
• localstack/localstack-mcp-server — LocalStack AWS emulation ☆29
• baryhuang/mcp-server-aws-resources-python — Run boto3 code to manage AWS resources ☆24

Cloud Platforms

• cloudflare/mcp-server-cloudflare — Cloudflare services management ☆4,424
• microsoft/azure-devops-mcp — Azure DevOps integration for AI agents ☆2,072
• TencentCloudBase/CloudBase-AI-Toolkit — Connect CloudBase to AI agents ☆1,150
• GoogleCloudPlatform/cloud-run-mcp — MCP server to deploy apps to Cloud Run ☆634
• aliyun/alibabacloud-devops-mcp-server — MCP server for Alibaba Yunxiao DevOps platform ☆179
• babelcloud/gbox — AI control for Android, browser, desktop ☆181
• aliyun/alibaba-cloud-ops-mcp-server — AlibabaCloud CloudOps MCP Server ☆135
• dkruyt/mcp-hetzner — Hetzner Cloud management ☆149
• heroku/heroku-mcp-server — Heroku Platform MCP Server using the Heroku CLI ☆82
• vantage-sh/vantage-mcp-server — Fetch costs and usage from Vantage ☆85
• call518/MCP-OpenStack-Ops — MCP server providing OpenStack project management ☆45
• aliyun/alibabacloud-dataworks-mcp-server — Alibaba Cloud DataWorks API integration ☆54
• aliyun/alibabacloud-hologres-mcp-server — MCP server for Alibaba Hologres data warehouse ☆37
• aantti/mcp-netbird — Netbird network management ☆61
• kestra-io/mcp-server-python — Python MCP for Kestra AI Agents ☆34
• redis/mcp-redis-cloud — MCP server for Redis Cloud database operations ☆43
• qiniu/qiniu-mcp-server — Qiniu Cloud storage, CDN, and media processing ☆39
• pythonanywhere/pythonanywhere-mcp-server — Manage PythonAnywhere files, apps, and tasks ☆17
• Azure-Samples/mcp — Samples and resources for Azure MCP ☆42
• api7/apisix-mcp — APISIX gateway for LLM integration ☆38
• liveblocks/liveblocks-mcp-server — MCP server for Liveblocks. ☆19
• alexbakers/mcp-ipfs — MCP IPFS Server ☆22
• higress-group/higress-ops-mcp-server — Higress API gateway configuration management ☆23
• pibblokto/cert-manager-mcp-server — MCP Server for cert-manager ☆23
• espressif/esp-rainmaker-mcp — ESP RainMaker MCP server ☆18
• hardik-id/azure-resource-graph-mcp-server — Azure Resource Graph query interface ☆18
• kocierik/consul-mcp-server — A consul MCP Server (modelcontextprotocol) ☆18

Kubernetes

• containers/kubernetes-mcp-server — Kubernetes and OpenShift management ☆2,195
• Flux159/mcp-server-kubernetes — MCP Server for kubernetes management commands ☆1,609
• rohitg00/kubectl-mcp-server — Kubernetes cluster chat with Claude/Cursor ☆965
• weibaohui/k8m — Mini Kubernetes AI Dashboard ☆889
• strowk/mcp-k8s-go — Go-based Kubernetes connection ☆382
• vfarcic/dot-ai — Deploy apps to any Kubernetes cluster ☆339
• portainer/portainer-mcp — Portainer container management ☆239
• reza-gholizade/k8s-mcp-server — Kubernetes cluster management ☆187
• kubestellar/console — Multi-cluster Kubernetes dashboard with natural-language MCP ☆152
• weibaohui/kom — Kubernetes SDK wrapping kubectl ☆151
• silenceper/mcp-k8s — Kubernetes cluster interaction ☆152
• StacklokLabs/mkp — MKP Kubernetes MCP server ☆59
• wenhuwang/mcp-k8s-eye — Kubernetes diagnosis and management ☆29
• cyclops-ui/mcp-cyclops — Cyclops Kubernetes management ☆30
• kubesphere/ks-mcp-server — KubeSphere APIs for workspaces, clusters, users, and roles ☆17

Virtualization & IaC

• hashicorp/terraform-mcp-server — Terraform ecosystem integration for AI ☆1,554
• nwiizo/tfmcp — Terraform AI-assisted infrastructure ☆372
• 1Panel-dev/mcp-1panel — MCP server for 1Panel management ☆170
• kocierik/mcp-nomad — A nomad MCP Server (modelcontextprotocol) ☆59
• bright8192/esxi-mcp-server — MCP server for VMware ESXi management ☆64
• jokemanfire/mcp-containerd — Use mcp to manage containerd(developing) ☆53
• severity1/terraform-cloud-mcp — Terraform Cloud API integration ☆23
• openstack-kr/python-openstackmcp-server — openstack mcp server ☆19

Communication & Messaging

Apple Messages

• mattt/iMCP — Access Messages, Contacts, Reminders on Mac ☆1,880
• carterlasalle/mac_messages_mcp — MCP server for secure iMessage database access on macOS ☆338
• hannesrudolph/imessage-query-fastmcp-mcp-server — Safe iMessage database queries ☆81
• wyattjoh/imessage-mcp — iMessage data reading from macOS ☆29

Email

• elie222/inbox-zero — AI email assistant for inbox zero ☆12,840
• MadLlama25/fastmail-mcp — Access to Fastmail API for AI assistants ☆130
• ZilongXue/claude-post — Email management via natural language ☆114
• mailtrap/mailtrap-mcp — Official mailtrap.io MCP server ☆66
• mailgun/mailgun-mcp-server — Mailgun API integration ☆63
• Shy2593666979/mcp-server-email — Email with attachments for Gmail, Outlook, QQ ☆81
• egyptianego17/email-mcp-server — Send emails with attachments via SMTP ☆27

Messengers

• lharries/whatsapp-mcp — WhatsApp MCP server ☆6,747
• chigwell/telegram-mcp — MCP server for Telegram messaging ☆1,911
• line/line-bot-mcp-server — LINE Messaging API for AI agents ☆793
• chaindead/telegram-mcp — Telegram dialogs, messages, drafts, statuses ☆349
• ztxtxwd/open-feishu-mcp-server — Feishu/Lark OAuth and document management ☆87
• areweai/tsgram-mcp — Telegram for local Claude Code debug ☆88
• mjknowles/matrix-mcp-server — Matrix server integration and chat ☆57
• pubnub/pubnub-mcp-server — PubNub Model Context Protocol Server ☆33
• DLHellMe/telegram-mcp-server — Scrape and analyze Telegram content ☆31

Notifications

• gitmotion/ntfy-me-mcp — MCP server for ntfy push notifications ☆76
• AshikNesin/pushover-mcp — A MCP implementation for sending notifications via Pushover ☆43
• infobip/mcp — Infobip Remote MCP Servers Documentation ☆36
• Cactusinhand/mcp_server_notify — Send system notification when Agent task is done. ☆54
• teddyzxcv/ntfy-mcp — MCP server for ntfy push notifications ☆45
• aahl/mcp-notify — Notify to Weixin, Telegram, Bark, Lark, DingTalk ☆29

Team Chat

• korotovsky/slack-mcp-server — MCP server for Slack workspace integration ☆1,876
• chatmcp/mcp-server-chatsum — Query and Summarize your chat messages. ☆1,026
• SaseQ/discord-mcp — MCP server for Discord integration ☆569
• joinly-ai/joinly — Make your meetings accessible to AI Agents ☆568
• v-3/discordmcp — Discord MCP Server for Claude Integration ☆239
• discourse/discourse-mcp — MCP client for Discourse sites ☆78
• zencoderai/slack-mcp-server — Slack workspace interaction and messaging ☆75
• jagan-shanmugam/mattermost-mcp-host — Mattermost integration with LangGraph agent ☆34

Voice & Telephony

• voygr-tech/placecall — Hosted MCP server that phones US businesses for an agent and returns the outcome, transcript and recording ☆107
• radres/call-me — Hosted MCP server that rings the user's iPhone so an agent can ask aloud and get the spoken answer; needs the paid /call-me iPhone app ☆25
• gerkensm/callcenter.js-mcp — Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI ☆25

Data & Analytics

AI/ML Platforms

• MigoXLab/dingo — AI data, model, app quality evaluation ☆762
• evalstate/mcp-hfspace — HuggingFace Spaces integration ☆390
• YanxingLiu/dify-mcp-server — Model Context Protocol (MCP) Server for dify workflows ☆279
• 0xshellming/mcp-summarizer — MCP Server for AI Summarization ☆167
• optuna/optuna-mcp — Optuna hyperparameter optimization ☆88
• ChronulusAI/chronulus-mcp — Chronulus AI forecasting and prediction agents ☆111
• zenml-io/mcp-zenml — ZenML MLOps platform connection ☆49
• arrismo/kaggle-mcp — MCP server for Kaggle ☆39
• HumanSignal/label-studio-mcp-server — MCP server for Label Studio data labeling ☆37
• privetin/dataset-viewer — MCP server for Hugging Face dataset viewer ☆31

Data APIs

• anshumax/world_bank_mcp_server — World Bank open data API ☆50
• YangLiangwei/PersonalizationMCP — Personal data hub for AI from Steam, YouTube, Bilibili ☆63
• Jellyfish-AI/jellyfish-mcp — Jellyfish MCP server ☆20
• explorium-ai/mcp-explorium — Explorium B2B Data - MCP Server ☆22

Data Exploration

• reading-plus-ai/mcp-server-data-exploration — Interactive CSV data exploration ☆544
• kdqed/zaturn — Data Analysis With Vibes ☆75
• brightlikethelight/networkx-mcp-server — NetworkX graph algorithms for AI conversations ☆22
• santoshray02/csv-editor — AI-powered CSV data manipulation and analysis ☆25

Data Platforms

• dbt-labs/dbt-mcp — A MCP (Model Context Protocol) server for interacting with dbt. ☆613
• kubeflow/mcp-apache-spark-history-server — Apache Spark History Server bridge ☆206
• microsoft/fabric-rti-mcp — Fabric Real-Time Intelligence server ☆133
• acryldata/mcp-server-datahub — Official MCP server for DataHub ☆84
• keboola/mcp-server — Model Context Protocol (MCP) Server for the Keboola Platform ☆85
• thoughtspot/mcp-server — The ThoughtSpot MCP Server ☆34
• aywengo/kafka-schema-reg-mcp — Kafka Schema Registry management ☆32
• JordiNeil/mcp-databricks-server — MCP Server for Databricks ☆50
• growthbook/growthbook-mcp — GrowthBook flags and experiments ☆24
• RafaelCartenet/mcp-databricks-server — AI agents interact with Databricks ☆43
• IBM/data-intelligence-mcp-server — Watsonx Data Intelligence gateway across microservices ☆20
• syucream/lightdash-mcp-server — Access to Lightdash analytics ☆27
• yangkyeongmo/mcp-server-openmetadata — OpenMetadata integration for data catalog ☆24
• mattijsdp/dbt-docs-mcp — dbt documentation interaction ☆23
• datumnova/ms-fabric-mcp — Microsoft Fabric workspaces, lakehouses, and PySpark notebooks ☆17
• yashshingvi/databricks-genie-MCP — Ask Databricks Genie questions and run SQL queries ☆17

Jupyter & Notebooks

• datalayer/jupyter-mcp-server — Model Context Protocol (MCP) Server for Jupyter. ☆1,314
• jjsantos01/jupyter-notebook-mcp — A Model Context Protocol (MCP) for Jupyter Notebook ☆128
• phisanti/MCPR — AI agents in interactive R sessions ☆27

Visualization

• antvis/mcp-server-chart — 25+ visual charts using @antvis for data analysis ☆4,406
• hustcc/mcp-echarts — ECharts visual charts with AI ☆270
• isaacwasserman/mcp-vegalite-server — MCP server for Vega-Lite data visualization ☆100
• palewire/datawrapper-mcp — Create Datawrapper charts with AI ☆60

Databases

Analytics & Warehouses

• ClickHouse/mcp-clickhouse — Connect ClickHouse to your AI assistants. ☆898
• motherduckdb/mcp-server-motherduck — Local MCP server for DuckDB and MotherDuck ☆536
• Snowflake-Labs/mcp — Snowflake Cortex AI and SQL orchestration ☆303
• isaacwasserman/mcp-snowflake-server — MCP server for Snowflake database queries ☆184
• ktanaka101/mcp-server-duckdb — DuckDB database interaction ☆179
• ergut/mcp-bigquery-server — MCP server for Google BigQuery integration ☆148
• LucasHild/mcp-server-bigquery — Google BigQuery database access ☆131
• lishenxydlgzs/aws-athena-mcp — MCP server to run AWS Athena queries ☆41
• pab1it0/adx-mcp-server — MCP server for Azure Data Explorer ☆59
• aliyun/alibabacloud-adb-mysql-mcp-server — AnalyticDB for MySQL MCP Server ☆32
• startreedata/mcp-pinot — MCP Server for Apache Pinot ☆17
• iunera/druid-mcp-server — Apache Druid cluster tools, resources, and analysis ☆18

Cache & Key-Value

• redis/mcp-redis — MCP server for Redis database operations ☆641
• aliyun/alibabacloud-tablestore-mcp-server — MCP server for Alibaba Tablestore NoSQL ☆157
• upstash/mcp-server — Upstash Model Context Server ☆61

Cloud Platforms

• instantdb/instant — Modern Firebase with real-time database ☆10,561
• supabase/mcp — Connect Supabase to your AI assistants ☆2,981
• alexander-zuev/supabase-mcp-server — MCP server for Supabase database and auth ☆834
• neondatabase/mcp-server-neon — Neon Management API and databases ☆657
• gannonh/firebase-mcp — Model Context Protocol (MCP) server for Firebase. ☆247
• Aiven-Open/mcp-aiven — Model Context Protocol server for Aiven ☆28
• JoshuaRileyDev/supabase-mcp-server — MCP server for Supabase database operations ☆52
• niledatabase/nile-mcp-server — Nile Database tenants, users, auth for LLMs ☆19

Graph Databases

• neo4j-contrib/mcp-neo4j — Neo4j Labs Model Context Protocol servers ☆989
• neo4j-contrib/gds-agent — Neo4j Graph Data Science tools ☆98
• FalkorDB/FalkorDB-MCPServer — Connect LLMs to FalkorDB ☆42
• da-okazaki/mcp-neo4j-server — mcp-neo4j-server ☆60
• ravenwits/mcp-server-arangodb — ArangoDB database interaction ☆46

Multi-Database Tools

• googleapis/mcp-toolbox — Open source database MCP toolbox ☆16,741
• bytebase/dbhub — Token-efficient multi-database MCP ☆3,739
• damms005/devdb-vscode — Zero-config VS Code database extension ☆1,451
• centralmind/gateway — Universal database MCP for LLMs ☆548
• FreePeak/db-mcp-server — MCP server for database operations ☆474
• runekaagaard/mcp-alchemy — MCP server for SQLAlchemy database operations ☆422
• executeautomation/mcp-database-server — Connect to SQLite, SQL Server, PostgreSQL ☆388
• XGenerationLab/xiyan_mcp_server — Natural language database queries ☆238
• s2-streamstore/s2-sdk-typescript — TypeScript SDK for S2, the durable streams API ☆35
• schemacrawler/SchemaCrawler-AI-MCP-Server-Usage — How to use SchemaCrawler AI MCP Server ☆30
• fireproof-storage/mcp-database-server — Store and load JSON documents from LLM tool use ☆31
• datastrato/mcp-server-gravitino — MCP server for Apache Gravitino ☆23
• OpenLinkSoftware/mcp-jdbc-server — Java JDBC access for SQL databases ☆17

NoSQL & Document

• mongodb-js/mongodb-mcp-server — Connect to MongoDB and Atlas clusters ☆1,150
• kiliczsh/mcp-mongo-server — A Model Context Protocol Server for MongoDB ☆283
• furey/mongodb-lens — MongoDB Lens: Full Featured MCP Server for MongoDB Databases ☆208
• QuantGeekDev/mongo-mcp — A mongo db server for the model context protocol (MCP) ☆176
• datastax/astra-db-mcp — An MCP server for Astra DB workloads ☆42
• couchbase/mcp-server-couchbase — Couchbase database cluster integration ☆34

SQL Databases

• crystaldba/postgres-mcp — Postgres with read/write access and performance ☆3,433
• benborla/mcp-server-mysql — MCP server for MySQL database operations ☆2,186
• designcomputer/mysql_mcp_server — Secure MySQL database interaction ☆1,403
• subnetmarco/pgmcp — An MCP server to query any Postgres database in natural language. ☆540
• apache/doris-mcp-server — Apache Doris MCP Server ☆354
• wenb1n-dev/mysql_mcp_server_pro — Enhanced MySQL with anomaly analysis ☆250
• MariaDB/mcp — MariaDB MCP (Model Context Protocol) server implementation ☆213
• StarRocks/mcp-server-starrocks — StarRocks MCP (Model Context Protocol) Server ☆196
• call518/MCP-PostgreSQL-Ops — PostgreSQL operations and monitoring ☆164
• f4ww4z/mcp-mysql-server — A Model Context Protocol server for MySQL database operations ☆169
• tuannvm/mcp-trino — High-performance Trino MCP in Go ☆122
• jparkerweb/mcp-sqlite — Comprehensive SQLite interaction ☆130
• oceanbase/awesome-oceanbase-mcp — MCP Server for OceanBase database and its tools ☆110
• hannesrudolph/sqlite-explorer-fastmcp-mcp-server — Read-only SQLite database access ☆108
• wenb1n-dev/SmartDB_MCP — Universal database MCP for MySQL, PostgreSQL, Oracle and more ☆77
• Teradata/teradata-mcp-server — Teradata database integration ☆58
• donghao1393/mcp-dbutils — Multi-database connector for SQLite, MySQL, PostgreSQL ☆89
• aliyun/alibabacloud-rds-openapi-mcp-server — MCP server for RDS Services via OPENAPI. ☆54
• Zhwt/go-mcp-mysql — Go-based MCP server for MySQL ☆66
• ydb-platform/ydb-mcp — MCP server for YDB distributed database ☆29
• Xexr/mcp-libsql — MCP server for libSQL database ☆21
• singlestore-labs/mcp-server-singlestore — SingleStore database management API ☆33
• dolthub/dolt-mcp — The MCP server for Dolt ☆19
• pingcap/pytidb — TiDB AI SDK for apps and agents ☆33
• isdaniel/pgtuner_mcp — provides AI-powered PostgreSQL performance tuning capabilities. ☆30
• panasenco/mcp-sqlite — SQLite with Datasette metadata support ☆28
• ahmedmustahid/postgres-mcp-server — MCP server for PostgreSQL ☆31
• dave-wind/mysql-mcp-server — mcp model-context-protocol mysql cursor n8n ☆16
• aliyun/alibabacloud-adbpg-mcp-server — AnalyticDB PostgreSQL metadata and SQL operations ☆16
• OpenLinkSoftware/mcp-sqlalchemy-server — ODBC server with FastAPI and SQLAlchemy ☆25
• c4pt0r/mcp-server-tidb — mcp server for tidb ☆24
• abel9851/mcp-server-mariadb — An mcp server that provides read-only access to MariaDB. ☆20
• Dataring-engineering/mcp-server-trino — MCP Server for Trino ☆18

Search Engines

• elastic/mcp-server-elasticsearch — Elasticsearch queries and index management ☆725
• cr7258/elasticsearch-mcp-server — Elasticsearch and OpenSearch interaction ☆314
• meilisearch/meilisearch-mcp — Meilisearch interaction via LLM interfaces ☆197
• opensearch-project/opensearch-mcp-server-py — OpenSearch cluster interaction for AI ☆156
• vectorize-io/vectorize-mcp-server — Official Vectorize MCP Server ☆115
• suhail-ak-2/mcp-typesense-server — Typesense search for AI assistants ☆19

Spreadsheets & No-Code

• baserow/baserow — No-code database, apps, agents with AI ☆6,231
• xing5/mcp-google-sheets — Google Drive and Sheets integration ☆1,016
• domdomegg/airtable-mcp-server — Airtable bases integration for AI systems ☆456
• freema/mcp-gsheets — Google Sheets read, write, manipulate ☆104
• rashidazarang/airtable-mcp — Airtable integration for AI applications ☆87
• edwinbernadus/nocodb-mcp-server — nocodb mcp server ☆76
• felores/airtable-mcp — Manage Airtable bases and records ☆75
• proompteng/bilig — Headless spreadsheet formulas, edits, and JSON persistence ☆35

Streaming & Messaging

• confluentinc/mcp-confluent — MCP server for Confluent Kafka platform ☆168
• tuannvm/kafka-mcp-server — Apache Kafka server in Go ☆57
• kenliao94/mcp-server-rabbitmq — MCP server for interacting with RabbitMQ ☆38

Time-Series & Metrics

• GreptimeTeam/greptimedb — Unified observability DB for metrics, logs, traces ☆6,768
• pab1it0/prometheus-mcp-server — MCP server for Prometheus metrics ☆521
• VictoriaMetrics/mcp-victorialogs — VictoriaLogs log management integration ☆106
• idoru/influxdb-mcp-server — An MCP Server for querying InfluxDB ☆46
• apache/iotdb-mcp-server — Apache IoTDB MCP Server ☆39
• influxdata/influxdb3_mcp_server — MCP Server for InfluxDB 3 ☆38
• GreptimeTeam/greptimedb-mcp-server — A Model Context Protocol (MCP) server for GreptimeDB ☆29

Vector Databases

• qdrant/mcp-server-qdrant — Official Qdrant vector database MCP ☆1,556
• chroma-core/chroma-mcp — Chroma vector database capabilities ☆600
• zilliztech/mcp-server-milvus — Model Context Protocol Servers for Milvus ☆245
• weaviate/mcp-server-weaviate — MCP (Model Context Protocol) server for Weaviate ☆162
• pinecone-io/pinecone-mcp — Connect Pinecone to AI assistants ☆72
• privetin/chroma — MCP server for Chroma ☆41

Developer Tools

API Tools

• tadata-org/fastapi_mcp — Expose FastAPI endpoints as MCP tools ☆12,024
• WordPress/mcp-adapter — Bridge Abilities API to MCP ☆1,886
• zcaceres/fetch-mcp — A flexible HTTP fetching Model Context Protocol server. ☆835
• automation-ai-labs/mcp-link — Convert Any OpenAPI V3 API to MCP Server ☆625
• blurrah/mcp-graphql — Model Context Protocol server for GraphQL ☆407
• postmanlabs/postman-mcp-server — Postman collections, OpenAPI specs, and environments ☆325
• apollographql/apollo-mcp-server — Apollo MCP Server ☆317
• MFYDev/ghost-mcp — Interact with Ghost CMS via LLM ☆239
• hostinger/api-mcp-server — MCP server for Hostinger API integration ☆164
• webflow/mcp-server — Model Context Protocol (MCP) server for the Webflow Data API. ☆140
• delano/postman-mcp-server — An MCP server that provides access to Postman. ☆156
• shannonlal/mcp-postman — MCP Server for running Postman Collections with Newman ☆84
• ivo-toby/contentful-mcp — Contentful CMS Management API ☆62
• Arize-ai/text-to-graphql-mcp — MCP server for text-to-GraphQL conversion ☆26
• Omedia/mcp-server-drupal — Drupal MCP module companion ☆51
• shanejonas/openrpc-mcp-server — JSON-RPC via OpenRPC ☆43
• xxxbrian/mcp-rquest — Browser-like HTTP with TLS fingerprinting ☆47
• hannesj/mcp-graphql-schema — GraphQL Schema Model Context Protocol Server ☆46
• Jktfe/serveMyAPI — MCP server for custom API serving ☆25
• hijaz/postmancer — REST client replacing Postman/Insomnia ☆29
• fotoetienne/gqai — Turn any GraphQL endpoint into a set of MCP tools ☆23
• drestrepom/mcp_graphql — Interact with GraphQL APIs via MCP tools ☆19

CI/CD & DevOps

• czlonkowski/n8n-mcp — Build n8n workflows with AI assistants ☆23,154
• leonardsellem/n8n-mcp-server — Tools for interacting with n8n API ☆1,629
• utensils/mcp-nixos — MCP-NixOS - Model Context Protocol Server for NixOS resources ☆866
• ckreiling/mcp-server-docker — MCP server for Docker ☆749
• QuantGeekDev/docker-mcp — A docker MCP Server (modelcontextprotocol) ☆505
• TencentEdgeOne/edgeone-makers-mcp — Deploy HTML to EdgeOne Pages with public URL ☆440
• jamsocket/forevervm — Stateful AI code sandboxes ☆230
• docker/hub-mcp — Docker Hub MCP Server ☆171
• DefangLabs/defang — MCP server for Defang cloud deployment ☆167
• yangkyeongmo/mcp-server-apache-airflow — MCP server for Apache Airflow workflows ☆180
• nacos-group/nacos-mcp-router — MCP server discovery, install, and proxy ☆183
• harness/mcp-server — Harness’ official MCP Server ☆111
• OctopusDeploy/mcp-server — Octopus Deploy Official MCP Server ☆102
• Vortiago/mcp-azure-devops — AI assistants with Azure DevOps ☆79
• buildkite/buildkite-mcp-server — Official MCP Server for Buildkite. ☆56
• call518/MCP-Airflow-API — Apache Airflow API integration ☆52
• bitrise-io/bitrise-mcp — Bitrise CI/CD app and build management ☆43
• launchdarkly/mcp-server — LaunchDarkly's locally hostable Model Context Protocol (MCP) Server ☆27
• IvanAmador/vercel-ai-docs-mcp — Vercel AI SDK documentation search ☆50
• leonardosepulvedat/mcp-n8n — n8n API plus 100 workflow templates with matching ☆21
• gofireflyio/firefly-mcp — Firefly MCP ☆16
• configcat/mcp-server — Official ConfigCat Model Context Protocol (MCP) Server ☆17
• prassanna-ravishankar/clearml-mcp — lightweight MCP server for ClearML ☆17
• endorhq/cli — Sandboxed environments for favorite services via MCP ☆26
• conductor-oss/conductor-mcp — Model Context Protocol server for Orkes Conductor ☆16
• axliupore/mcp-code-runner — MCP server for executing code in Docker containers ☆18

Code Analysis

• bgauryy/octocode — MCP server for semantic code search and context generation ☆956
• SonarSource/sonarqube-mcp-server — Official SonarQube quality and security for agents ☆675
• admica/FileScopeMCP — Codebase dependency diagrams ☆302
• janreges/ai-distiller — Fast tool for extracting essential public information from code ☆172
• st3v3nmw/sourcerer-mcp — Semantic code search reducing token waste ☆119
• micl2e2/code-to-tree — Source code to AST tree conversion ☆89
• codacy/codacy-mcp-server — Codacy's MCP Server implementation ☆58
• lineai-intelligence/lineai-mcp-server — Codelogic software dependency analysis ☆37
• Disentinel/grafema — Semantic code graphs for call chains, data flow, and search ☆35
• kandrwmrtn/cplusplus_mcp — MCP server for C++ codebase analysis using libclang ☆34
• azer/react-analyzer-mcp — React code analysis and docs generation ☆58
• vezlo/src-to-kb — Convert source code to LLM ready knowledge base ☆40
• isiahw1/mcp-server-bing-webmaster — Bing Webmaster Tools for SEO and analytics ☆31
• cqfn/aibolit-mcp-server — Aibolit Java static analyzer for AI agents ☆27
• j4c0bs/mcp-server-sql-analyzer — MCP server for SQL static analysis. ☆32

Debuggers

• jasonjmcghee/claude-debugs-for-you — Interactive debugging via MCP and VS Code ☆514
• Continuum-AI-Corp/OrcaReplay — Record, replay and fork coding-agent runs ☆286
• cameroncooke/reloaderoo — Powerful MCP debugging proxy and CLI inspection tool. ☆126
• stass/lldb-mcp — LLDB MCP server ☆114
• pansila/mcp_server_gdb — MCP Server to expose the GDB debugging capabilities ☆68

Design & UI

• GLips/Figma-Context-MCP — Figma layout info for AI coding agents ☆16,084
• grab/cursor-talk-to-figma-mcp — Cursor and Figma communication ☆7,073
• 21st-dev/magic-mcp — Frontend development with AI like Magic ☆6,280
• Jpisnice/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆3,073
• hustcc/mcp-mermaid — Generate mermaid diagram and chart with AI MCP dynamically. ☆646
• public-ui/kolibri — The accessible HTML-Standard ☆288
• mastergo-design/mastergo-magic-mcp — Connect MasterGo to AI assistants ☆286
• YuChenSSR/mindmap-mcp-server — mindmap, mcp server, artifact ☆240
• freema/mcp-design-system-extractor — MCP server for extracting design system components ☆72
• starwind-ui/starwind-ui-mcp — Starwind UI for Cursor and Windsurf ☆35
• themesberg/flowbite-mcp — Figma to code with Flowbite ☆42
• NonicaTeam/AI-Connector-for-Revit — Issue tracker for the NonicaTab Revit AI Connector ☆19
• themeselection/flyonui-mcp — MCP server for flyonUI ☆32
• smartzan63/lucid-mcp-server — Search, export, and create Lucid charts and diagrams ☆19
• heilgar/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆26
• kapilduraphe/webflow-mcp-server — Webflow MCP server ☆21

Diagrams

• jinzcdev/markmap-mcp-server — Markdown to interactive mind maps ☆290
• veelenga/claude-mermaid — MCP Server to previewing mermaid diagrams with live reload ☆218
• apeyroux/mcp-xmind — Analyze and query XMind mind maps ☆95
• Narasimhaponnada/mermaid-mcp — MCP server for Mermaid diagram generation ☆53

Documentation

• upstash/context7 — Up-to-date code docs for LLMs ☆63,798
• lingodotdev/lingo.dev — MCP server for Lingo localization platform ☆5,400
• MicrosoftDocs/mcp — Microsoft Learn MCP for LLMs ☆1,956
• kimsungwhee/apple-docs-mcp — Apple Developer Documentation search ☆1,383
• andrea9293/mcp-documentation-server — Document management with Gemini ☆343
• szeider/consult7 — MCP server to consult a language model with large context size ☆295
• Govcraft/rust-docs-mcp-server — Rust documentation lookup ☆299
• khromov/svelte-llm-mcp — Svelte developer documentation as an MCP and in llms.txt format ☆159
• mrjoshuak/godoc-mcp — Structured Go docs to avoid dumping source into context ☆126
• tosin2013/mcp-adr-analysis-server — AI-powered ADR and architecture analysis ☆35
• mishafyi/Apple-Docs-2.0-MCP — Apple developer documentation, HIG and WWDC sessions with code, plus an offline index of 336,629 pages ☆26
• yWorks/mcp-typescribe — TypeScript library support for LLMs ☆46
• V0v1kkk/DotNetMetadataMcpServer — .NET type metadata for AI coding agents ☆32
• yikakia/godoc-mcp-server — Go package docs from pkg.go.dev ☆38
• oborchers/mcp-server-docy — Documentation access capabilities ☆18
• inkeep/mcp-server-python — Inkeep MCP Server ☆25
• Excoriate/mcp-terragrunt-docs — Terragrunt documentation context ☆20
• idachev/mcp-javadc — MCP server for decompiling Java .class files to source ☆20
• augmentedivan/fabric-mcp-server — Fabric patterns with AI agents ☆18

IDE & Editors

• getsentry/MobileBuildMCP — MCP server for Xcode build operations ☆6,512
• isaacphi/mcp-language-server — MCP server implementing Language Server Protocol ☆1,611
• JetBrains/mcp-jetbrains — MCP server for JetBrains IDE integration ☆963
• juehang/vscode-mcp-server — VS Code editing features for LLM coding ☆392
• hechtcarmel/jetbrains-index-mcp-plugin — JetBrains plugin for MCP index integration ☆368
• r-huijts/xcode-mcp-server — Xcode project management ☆386
• bigcodegen/mcp-neovim-server — Control Neovim via MCP ☆323
• biegehydra/BifrostMCP — VS Code semantic tools via MCP ☆225
• tumf/mcp-text-editor — Line-oriented text editing for LLM tools ☆202
• hechtcarmel/jetbrains-debugger-mcp-plugin — JetBrains debugger control via MCP ☆114
• Tritlo/lsp-mcp — An MCP server that lets you interact with LSP servers ☆128
• hloiseau/mcp-gopls — Go LSP server via gopls ☆105
• linw1995/nvim-mcp — MCP server for Neovim integration ☆73
• marimo-team/codemirror-mcp — CodeMirror MCP extension ☆79
• ShenghaiWang/xcodebuild — Xcode iOS build with error feedback ☆85
• laurynas-biveinis/elisp-dev-mcp — Emacs Elisp development tools for LLMs ☆48
• AB498/code-context-provider-mcp — Code context and analysis for AI ☆20

MCP SDKs

• PrefectHQ/fastmcp — Python framework for building MCP servers and clients ☆28,219
• mark3labs/mcp-go — Go implementation of MCP ☆9,194
• QuantGeekDev/mcp-framework — TypeScript framework with auto-discovery ☆931
• bhauman/clojure-mcp — Clojure MCP ☆788
• php-mcp/laravel — Laravel SDK for building MCP servers ☆475
• opgginc/laravel-mcp-server — Laravel package for MCP servers ☆330
• Epistates/turbomcp — High-performance MCP framework ☆99
• tachyonmcp/tachyon — Java/Kotlin MCP runtime with HTTP, Netty, and sessions ☆37
• reflagcom/javascript — JS/TS SDKs for Reflag ☆25
• oatpp/oatpp-mcp — C++ MCP implementation for Oat++ framework ☆50
• Super-I-Tech/mcp_plexus — Multi-tenant MCP framework built on FastMCP ☆30
• stephencme/create-mcp-ts — TypeScript MCP server template ☆21

Mobile Development

• mobile-next/mobile-mcp — Mobile automation for iOS, Android, emulators ☆10,058
• joshuayoes/ios-simulator-mcp — MCP server for interacting with the iOS simulator ☆2,199
• minhalvp/android-mcp-server — Android device control via adb ☆810
• hyperb1iss/droidmind — Control your Android devices with AI using Model Context Protocol ☆444
• InditexTech/mcp-server-simulator-ios-idb — MCP server for iOS simulator via IDB ☆333
• mhmzdev/figma-flutter-mcp — Figma design tokens for Flutter code agents ☆241
• ateymoori/oh-my-android — macOS app with MCP server to drive the Android Emulator and phones ☆71
• zillow/auto-mobile — Mobile automation tools with MCP ☆80
• JoshuaRileyDev/simulator-mcp-server — MCP server for iOS Simulator control ☆53
• Tommertom/awesome-ionic-mcp — Ionic and Capacitor mobile app development ☆45
• XixianLiang/HarmonyOS-mcp-server — MCP server for manipulating HarmonyOS next devices. ☆35
• ambar/simctl-mcp — MCP server for iOS Simulator control ☆20

OpenAPI

• janwilmake/openapi-mcp-server — Complex OpenAPI exploration with plain language ☆905
• ckanthony/openapi-mcp — Dockerized OpenAPI to MCP conversion ☆198
• twilio-labs/mcp — OpenAPI to MCP tools and Twilio APIs ☆113
• zaizaizhao/mcp-swagger-server — OpenAPI/Swagger to MCP conversion ☆77
• kadykov/mcp-openapi-schema-explorer — Token-efficient OpenAPI/Swagger exploration ☆76
• ReAPI-com/mcp-openapi — OpenAPI specification MCP server. ☆90
• baryhuang/mcp-server-any-openapi — Call APIs via semantic search ☆82
• hannesj/mcp-openapi-schema — OpenAPI Schema Model Context Protocol Server ☆50
• criteo/openapi-to-mcp — An MCP server for your API ☆35

Package Managers

• arvindand/maven-tools-mcp — Maven Central dependency intelligence for JVM build tools ☆35
• Artmann/package-registry-mcp — NPM, Cargo, PyPi, NuGet package search ☆39
• Bigsy/maven-mcp-server — Maven build and dependency tools ☆34
• jeannier/homebrew-mcp — Homebrew package management ☆30
• btwiuse/npm-search-mcp-server — MCP server for searching npm packages ☆16
• subelsky/bundler_mcp — MCP server for Ruby Bundler integration ☆21

Robotics & Automation

• trycua/cua — MCP server for CUA platform ☆31,133
• robotmcp/ros-mcp-server — ROS robot control with Claude and GPT ☆1,507
• omni-mcp/isaac-sim-mcp — Isaac Simulation MCP Extension and Server ☆197
• wise-vision/ros2_mcp — ROS 2 robotics AI bridge ☆96
• abrinsmead/mindpilot-mcp — Visualize code and architect new systems ☆90
• lpigeon/unitree-go2-mcp-server — MCP server for Unitree Go2 robot control ☆87
• Yutarop/ros-mcp — MCP server for ROS to control robots via topics, services, and actions. ☆36

Task Management

• cjo4m06/mcp-shrimp-task-manager — Task manager with chain-of-thought and reflection ☆2,148
• amxv/mcp-manager — Web UI to manage MCP servers in Claude ☆295

Testing & QA

• QAInsights/jmeter-mcp-server — JMeter AI workflow integration ☆74
• debugg-ai/debugg-ai-mcp — AI-managed end-to-end testing ☆68
• SmartBear/smartbear-mcp — SmartBear's official MCP Server ☆44
• hungthai1401/bruno-mcp — MCP Server for running Bruno Collections ☆44
• mrexodia/user-feedback-mcp — Human-in-the-loop workflow for Cursor ☆54
• reportportal/reportportal-mcp-server — MCP server for ReportPortal ☆24
• currents-dev/currents-mcp — Currents MCP Server ☆21
• QAInsights/k6-mcp-server — k6 MCP server ☆26

Utilities

• anaisbetts/mcp-installer — An MCP server that installs other MCP servers for you ☆1,533
• githejie/mcp-server-calculator — A Model Context Protocol server for calculating. ☆160
• jsdelivr/globalping-mcp-server — Remote network commands for LLMs ☆65
• NON906/omniparser-autogui-mcp — Automatic operation of on-screen GUI. ☆72
• Mtehabsim/ScreenPilot — AI device control like a human ☆55
• bharathvaj-ganesan/whois-mcp — MCP Server for whois lookups. ☆60
• zazencodes/random-number-mcp — MCP server for random number generation ☆51
• newtype-01/prompthouse-mcp — Personal prompt library manager ☆53
• FelixFoster/mcp-enhance-prompt — AI-powered prompt enhancement and generation ☆25
• ofek/pycli-mcp — MCP server for any Python command line application ☆22
• abhiphile/fermat-mcp — SymPy, NumPy, and Matplotlib in one math engine ☆21
• SecretiveShell/MCP-timeserver — Datetime info for agentic systems ☆42
• andybrandt/mcp-simple-timeserver — Current time check for Claude via MCP ☆34
• fastn-ai/fastn-mcp — Governed, audited access to customer systems of record ☆23
• ZeparHyfar/mcp-datetime — A MCP server for datetime formatting and file name generation. ☆31
• TheoBrigitte/mcp-time — Dates and times with natural language and timezones ☆25

Version Control

• github/github-mcp-server — GitHub's official MCP Server ☆34,011
• idosal/git-mcp — Free remote MCP for any GitHub project ☆8,496
• gitkraken/gk-cli — GitKraken CLI Releases and Documentation ☆461
• Tiberriver256/mcp-server-azure-devops — An MCP server for Azure DevOps ☆397
• adhikasp/mcp-git-ingest — GitHub repository content reading ☆314
• puravparab/Gitingest-MCP — mcp server for gitingest ☆138
• kopfrechner/gitlab-mr-mcp — MCP server for GitLab merge requests and issues ☆94
• oschina/mcp-gitee — MCP server for Gitee repositories ☆66
• Ryan0204/github-repo-mcp — GitHub repository reading ☆33
• xxczaki/local-history-mcp — MCP server for accessing VS Code/Cursor's Local History ☆16
• ddukbg/github-enterprise-mcp — github-enterprise-mcp ☆29
• kurdin/github-repos-manager-mcp — GitHub Repos Manager MCP Server for MCP clients ☆22

Embedded & IoT

• stack-chan/stack-chan — A JavaScript-driven M5Stack-embedded super-kawaii robot. ☆1,825
• tevonsb/homeassistant-mcp — A MCP server for Home Assistant ☆576
• lamaalrajih/kicad-mcp — KiCad integration for Mac, Windows, Linux ☆531
• Extelligence-ai/bagel — Chat with robotics, drone, IoT data ☆400
• voska/hass-mcp — Home Assistant control and queries from LLMs ☆351
• recursechat/mcp-server-apple-shortcuts — Apple Shortcuts automation on macOS ☆352
• wiresage/mikrotik-mcp — MCP server for Mikrotik ☆308
• hao-cyber/phone-mcp — Control Android phone via ADB ☆246
• FradSer/mcp-server-apple-events — Native integration with Apple Reminders and Calendar ☆230
• horw/esp-mcp — ESP32 commands and getting started ☆157
• LGDiMaggio/predictive-maintenance-mcp — Predictive maintenance and fault diagnosis ☆106
• johannesPettersson80/codesys-mcp-toolkit — CODESYS industrial automation platform ☆127
• thingsboard/thingsboard-mcp — MCP server for ThingsBoard IoT platform interaction ☆99
• yoelbassin/gr-mcp — MCP server for GNU Radio ☆56
• vishalmysore/choturobo — Arduino robotics with AI integration ☆79
• aqara/aqara-mcp-server — Aqara's official MCP Server ☆47
• chrisgleissner/c64bridge — Commodore 64 Ultimate, Ultimate II, and VICE control ☆40
• yiwenlu66/PiloTY — AI pilot for PTY operations - control terminals via MCP ☆45
• nokia-steward/mcp-redfish — Query DMTF Redfish servers, systems, and network interfaces ☆20
• OctoEverywhere/mcp — 3D printing live status and control ☆38
• kukapay/opcua-mcp — An MCP server that connects to OPC UA-enabled industrial systems. ☆31
• thinq-connect/thinqconnect-mcp — ThinQ Connect MCP Server ☆33
• MiddlePoint-Solutions/mcp-on-android-tv — MCP server on Android TV with ADB ☆23
• kukapay/modbus-mcp — Industrial Modbus data for AI ☆25
• Hypijump31/bluetooth-mcp-server — bluetooth-mcp-server for Claude AI ☆24
• gNucleus/text-to-cad-mcp — gNucleus Text To CAD MCP server ☆19

File Systems & Storage

• mark3labs/mcp-filesystem-server — Go filesystem operations via MCP ☆693
• cyberchitta/llm-context.py — Python library for LLM context management ☆307
• isaacphi/mcp-gdrive — Google Drive file reading ☆282
• 8b-is/smart-tree — Context-aware AI-crafted replacement for tree command ☆271
• rust-mcp-stack/rust-mcp-filesystem — Fast async filesystem operations ☆183
• efforthye/fast-filesystem-mcp — High-performance MCP server for file operations ☆64
• vespo92/TrueNasCoreMCP — A working TrueNAS Core MCP Server ☆34
• exoticknight/mcp-file-merger — MCP server for merging multiple files into one ☆28
• Tencent/cos-mcp — Tencent Cloud COS storage integration ☆40
• NetApp/mcp — Model Context Protocol servers for NetApp services ☆19
• willianpinho/large-file-mcp — Chunk, search, navigate, and stream large files ☆18
• Xuanwo/mcp-server-opendal — Model Context Protocol Server for Apache OpenDAL ☆35

Finance

Accounting & Budgeting

• XeroAPI/xero-mcp-server — Xero accounting API integration ☆385
• akutishevsky/lunchmoney-mcp — MCP server for Lunch Money budgeting app ☆112
• iiAtlas/hledger-mcp — A local MCP server for interacting with the HLedger cli ☆65
• openMF/mcp-mifosx — Model Context Protocol - MCP for Mifos X ☆27
• minhyeoky/mcp-server-ledger — MCP server for Ledger CLI double-entry accounting ☆51
• john-zhang-dev/xero-mcp — Interact with Xero accounting ☆22

Crypto & Blockchain

• mcpdotdirect/evm-mcp-server — EVM network interaction for LLMs ☆379
• aaronjmars/web3-research-mcp — Local MCP server for deep crypto token research across CoinGecko, DeFiLlama and web search. Free, no API key. ☆170
• armorwallet/armor-crypto-mcp — Blockchain swaps and strategic planning ☆178
• coinpaprika/dexpaprika-mcp — MCP server for DEX trading data and crypto token analytics ☆117
• kukapay/crypto-indicators-mcp — Cryptocurrency technical analysis indicators ☆131
• alchemyplatform/alchemy-mcp-server — Alchemy blockchain API for AI agents ☆88
• twelvedata/mcp — MCP server for real-time financial market data access ☆84
• QuantGeekDev/coincap-mcp — A coincap mcp server to access crypto data from coincap API ☆92
• getAlby/mcp — Bitcoin Lightning wallet via Nostr ☆66
• Bankless/onchain-mcp — Bringing the bankless onchain API to MCP ☆78
• bnb-chain/bnbchain-mcp — BNB Chain, BSC, opBNB, Greenfield ☆60
• norman-finance/norman-mcp-server — AI-powered bookkeeping and tax automation via MCP ☆62
• kukapay/cryptopanic-mcp-server — Provide latest cryptocurrency news to AI agents. ☆74
• AbdelStark/bitcoin-mcp — Bitcoin & Lightning Network MCP Server. ☆77
• heurist-network/heurist-mesh-mcp-server — Blockchain and web3 via Heurist Mesh ☆67
• GoPlausible/algorand-mcp — Algorand Local Model Context Protocol (Server & Client) ☆44
• kukapay/whale-tracker-mcp — A mcp server for tracking cryptocurrency whale transactions. ☆58
• shinzo-labs/coinmarketcap-mcp — MCP Implementation for CoinMarketCap ☆51
• kukapay/crypto-feargreed-mcp — Crypto Fear & Greed Index data ☆52
• wowinter13/solscan-mcp — Solana transaction queries ☆49
• anjor/coinmarket-mcp-server — MCP server for CoinMarketCap cryptocurrency data ☆49
• kukapay/crypto-sentiment-mcp — Cryptocurrency sentiment analysis ☆47
• noditlabs/nodit-mcp-server — Blockchain data via Nodit Web3 API ☆23
• hive-intel/hive-sdk — Crypto intel for markets, DeFi, wallets, NFTs, and Solana ☆20
• CoinStatsHQ/coinstats-mcp — Crypto prices, portfolios, and wallets via CoinStats ☆17
• kukapay/dune-analytics-mcp — A mcp server that bridges Dune Analytics data to AI agents. ☆41
• kukapay/uniswap-trader-mcp — Uniswap token swaps for AI agents ☆40
• kukapay/kukapay-mcp-servers — Suite of MCP servers from Kukapay ☆32
• longmans/coin_api_mcp — CoinMarketCap cryptocurrency data ☆36
• kukapay/hyperliquid-info-mcp — MCP server for Hyperliquid DEX data ☆30
• kukapay/jupiter-mcp — Jupiter DEX token swaps on Solana ☆29
• devonmojito/ton-blockchain-mcp — TON blockchain interaction ☆27
• pwh-pwh/coin-mcp-server — Cryptocurrency info via Bitget API ☆26
• Codex-Data/codex-mcp — A Model Context Protocol server for the Codex API ☆25
• kukapay/token-minter-mcp — ERC-20 token minting for AI agents ☆22
• ahnlabio/bicscan-mcp — BICScan MCP Server ☆16
• kukapay/rug-check-mcp — An MCP server that detects potential risks in Solana meme tokens. ☆21
• magnetai/mcp-free-usdc-transfer — Free USDC transfer via Coinbase CDP ☆21
• janswist/mcp-dexscreener — Dexscreener on-chain price checking ☆19
• syronlabs/stellar-mcp — A Stellar MCP to interact with Horizon API and Soroban ☆18
• kukapay/crypto-rss-mcp — Real-time cryptocurrency news from multiple RSS feeds ☆17
• kukapay/defi-yields-mcp — DeFi yield opportunities powered by DefiLlama ☆16
• kukapay/crypto-orderbook-mcp — Order-book depth and imbalance on major crypto exchanges ☆16

Payments & Banking

• stripe/ai — One-stop shop for building AI-powered products and businesses with Stripe. ☆1,977
• razorpay/razorpay-mcp-server — Razorpay's Official MCP Server ☆231
• paypal/agent-toolkit — PayPal Agent ☆197
• square/square-mcp-server — A Model Context Protocol (MCP) server for square ☆109
• PaddleHQ/paddle-mcp-server — Interact with Paddle API ☆49
• qonto/qonto-mcp-server — Qonto MCP Server ☆42
• atharvagupta2003/mcp-stripe — Stripe payments, customers, and refunds ☆44
• ant-intl/global-antom-mcp — ☆32
• Fewsats/fewsats-mcp — Fewsats MCP server ☆21

Stock Data & Analytics

• financial-datasets/mcp-server — Financial Datasets stock market API ☆2,314
• massive-com/mcp_massive — An MCP server for Massive.com Financial Market Data ☆398
• stefanoamorelli/sec-edgar-mcp — A SEC EDGAR MCP (Model Context Protocol) Server ☆379
• daniel3303/Equibles — SEC filings, fundamentals, transcripts, 13F and insider data ☆240
• narumiruna/yfinance-mcp — MCP server for Yahoo Finance stock data and news ☆205
• jjlabsio/korea-stock-mcp — MCP Server for Korean stock analysis ☆183
• Tapetide-hq/nse-bse-indian-stock-market-data-mcp — NSE and BSE (India) stock data, screeners, FII/DII flows, option chains and filings ☆143
• OctagonAI/octagon-mcp-server — Public filings, earnings, financial analysis ☆147
• HuggingAGI/mcp-baostock-server — MCP server for BaoStock Chinese stock market data ☆119
• berlinbra/alpha-vantage-mcp — MCP Server for Alpha Advantage API ☆104
• Adity-star/mcp-yfinance-server — Real-time stock data with yfinance ☆54
• JamesANZ/prediction-market-mcp — Polymarket, PredictIt, Kalshi data ☆38
• AgentX-ai/yahoo-finance-server — Yahoo Finance stock data and news ☆53
• zlinzzzz/finData-mcp-server — Financial data from Tushare, Wind, DataYes ☆57
• Mrbaeksang/korea-stock-analyzer-mcp — Korean stocks from DART filings and KRX quotes ☆24
• OctagonAI/octagon-vc-agents — AI-driven venture capitalist agents ☆33

Trading & Exchanges

• alpacahq/alpaca-mcp-server — Trade stocks, ETFs, crypto, options ☆1,046
• ariadng/metatrader-mcp-server — MetaTrader trading platform for AI LLMs ☆840
• ferdousbhai/investor-agent — Investor agent building via MCP ☆348
• kukapay/freqtrade-mcp — Freqtrade crypto trading bot ☆149
• doggybee/mcp-server-ccxt — Cryptocurrency exchange integration via CCXT ☆145
• taylorwilsdon/quantconnect-mcp — QuantConnect trading orchestration ☆125
• ferdousbhai/tasty-agent — Let Claude manage your tastytrade portfolio. ☆88
• QuantConnect/mcp-server — QuantConnect algo trading interaction ☆79
• trade-it-inc/trade-it-mcp — Trade It stocks and crypto trading ☆62
• ozgureyilmaz/polymarket-mcp — Polymarket prediction markets data ☆48
• mektigboy/server-hyperliquid — Hyperliquid DEX trading integration ☆44
• ethancod1ng/binance-mcp-server — Binance exchange API integration ☆34
• laukikk/alpaca-mcp — Alpaca stock and crypto trading ☆35
• ferdousbhai/wsb-analyst-mcp — MCP server for analyzing WallStreetBets ☆31
• paperinvest/mcp-server — Paper trading platform integration ☆24
• solangii/upbit-mcp-server — MCP(Model Context Protocol) server for Upbit ☆17

Frameworks & SDKs

• mastra-ai/mastra — TypeScript AI agent framework with RAG ☆29,134
• lastmile-ai/mcp-agent — Build agents with MCP and workflow patterns ☆8,567
• posit-dev/mcptools — Model Context Protocol For R ☆203
• quarkiverse/quarkus-mcp-servers — Model Context Protocol Servers in Quarkus ☆197
• agentrpc/agentrpc — Universal RPC layer for AI agents ☆135
• vishalmysore/a2ajava — Google A2A protocol for Spring Boot ☆108
• strowk/foxy-contexts — Library for MCP context servers ☆114
• tesla0225/mcp-create — Dynamic MCP server creation and management ☆98
• abap-ai/mcp — ABAP MCP - Model Context Protocol - Server SDK ☆86
• mcpdotdirect/template-mcp-server — Template to quickly set up your own MCP server ☆76
• domdomegg/programmatic-mcp-prototype — Programmatic MCP tool composition ☆43
• particlefuture/1mcpserver — Auto-discover and configure MCP servers ☆51
• mojolicious/mojo-mcp — Perl SDK for Model Context Protocol servers and clients ☆23
• mcpx-dev/mcp-badges — Get your projects MCP (Model Context Protocol) badges ☆30

Gaming

• Coding-Solo/godot-mcp — MCP server for Godot game engine ☆6,390
• IvanMurzak/Unity-MCP — AI-powered bridge connecting LLMs to Unity Editor ☆4,539
• CoderGamester/mcp-unity — MCP server for Unity game engine integration ☆2,000
• IvanMurzak/Godot-MCP — Godot 4.x editor and runtime for AI agents ☆312
• playcanvas/editor-mcp-server — MCP Server for AI automation of the PlayCanvas Editor ☆149
• quazaai/UnityMCPIntegration — Enable AI Agents to Control Unity ☆157
• pab1it0/chess-mcp — MCP server for Chess.com player data, games and statistics ☆91
• codemaestroai/advanced-unity-mcp — Advanced Unity game engine integration ☆94
• kkjdaniel/bgg-mcp — MCP server for BoardGameGeek data ☆55
• IvanMurzak/Unreal-MCP — Unreal Engine 5.7 editor and runtime for AI agents ☆51
• sawa-zen/vrchat-mcp — VRChat API interaction ☆69
• jalpp/chessagine-mcp — Advanced chess analysis capabilities ☆34
• IvanMurzak/GameDev-MCP-Server — Open-source, engine-agnostic MCP server shared by Unity-MCP, Godot-MCP, and Unreal-MCP ☆16
• jifrozen0110/mcp-riot — League of Legends MCP Server ☆27
• jiayao/mcp-chess — MCP server for playing chess against AI ☆24
• sonirico/mcp-stockfish — MCP server connecting AI systems to Stockfish chess engine ☆16

Healthcare & Bioinformatics

• genomoncology/biomcp — BioMCP: Biomedical Model Context Protocol ☆667
• the-momentum/apple-health-mcp-server — Apple Health data queries with DuckDB ☆281
• wso2/fhir-mcp-server — FHIR healthcare API integration ☆137
• JamesANZ/medical-mcp — MCP server for medical data processing ☆119
• ChristianHinge/dicom-mcp — DICOM server (PACS) interaction ☆104
• the-momentum/fhir-mcp-server — FHIR MCP Server for handling medical data standard. ☆102
• srijanshukla18/xray — MCP server for X-ray analysis ☆52
• cafferychen777/ChatSpatial — Spatial transcriptomics via natural language (Python/R) ☆46
• akutishevsky/withings-mcp — MCP server for Withings health data integration ☆45
• OHNLP/omop_mcp — MCP server for OMOP medical data standard ☆41
• longevity-genie/biothings-mcp — MCP (Model Context Protocol) server for biothings ☆37
• tomekkorbak/oura-mcp-server — MCP server for Oura API integration ☆39
• longevity-genie/gget-mcp — Bioinformatic gget functions ☆33
• longevity-genie/opengenes-mcp — MCP for the open-genes ☆21

LLM Bridges

• perplexityai/modelcontextprotocol — Official Perplexity API MCP server ☆2,592
• jamubc/gemini-mcp-tool — MCP server for Gemini CLI with large file analysis ☆2,292
• DMontgomery40/deepseek-mcp-server — MCP server for DeepSeek language models ☆359
• nesquikm/mcp-rubber-duck — MCP bridge to query multiple OpenAI-compatible LLMs ☆180
• pyroprompts/any-chat-completions-mcp — MCP Server for using any LLM as a Tool ☆166
• eLyiN/gemini-bridge — Bridge AI agents to Google Gemini via CLI ☆96
• choplin/mcp-gemini-cli — MCP server for Gemini CLI integration ☆101
• pierrebrunelle/mcp-server-openai — Query OpenAI models from Claude via MCP ☆84
• merterbak/Grok-MCP — MCP server for xAI Grok API with tool calling and vision ☆55
• mzxrai/mcp-openai — Chat with OpenAI models from Claude Desktop ☆77
• ruixingshi/deepseek-thinker-mcp — DeepSeek reasoning for MCP-enabled clients ☆69
• kamelirzouni/MCP-server-Deepseek_R1 — Connect Claude Desktop with DeepSeek ☆68
• amidabuddha/unichat-mcp-server — Unified chat across multiple LLM providers ☆40
• HyperbolicLabs/hyperbolic-mcp — MCP Server for Claude ☆17
• andybrandt/mcp-simple-openai-assistant — Use OpenAI GPTs assistants from Claude ☆39
• JamesANZ/cross-llm-mcp — ChatGPT, Claude, Gemini, Mistral, Kimi, and DeepSeek APIs ☆16
• billster45/mcp-chatgpt-responses — MCP server for OpenAI ChatGPT API with Responses API ☆25
• kamelirzouni/MCP-server-Qwen_Max — MCP server for Qwen Max model ☆24

Location & Maps

GIS

• jjsantos01/qgis_mcp — QGIS Desktop control for language models ☆1,138
• mahdin75/gis-mcp — MCP server connecting LLMs to GIS capabilities ☆200
• mahdin75/geoserver-mcp — GeoServer geospatial integration ☆96
• JordanGunn/gdal-mcp — Geospatial analysis with epistemic reasoning ☆83
• BnJam/stac-mcp — An MCP Server for STAC requests ☆20
• webcoderz/MCP-Geo — Geocoding MCP server with GeoPY! ☆35

IP Geolocation

• briandconnelly/mcp-server-ipinfo — IP Geolocation Server for MCP using ipinfo.io ☆44
• ip2location/mcp-ip2location-io — IP Geolocation MCP server using IP2Location.io API ☆16
• iplocate/mcp-server-iplocate — IP geolocation, proxy detection via IPLocate.io API ☆20

Maps & Navigation

• baidu-maps/mcp — Baidu Map MCP Server ☆447
• mapbox/mcp-server — Mapbox Model Context Protocol (MCP) server ☆363
• jagan-shanmugam/open-streetmap-mcp — MCP server for OpenStreetMap data ☆230
• tomtom-international/tomtom-maps-mcp — TomTom location, search, routing ☆58
• stadiamaps/stadiamaps-mcp-server-ts — Stadia Maps API integration in TypeScript ☆25
• kukapay/nearby-search-mcp — Nearby place search with IP-based location ☆22

Weather

• isdaniel/mcp_weather_server — Weather info via Open-Meteo API ☆60
• TimLukaHorstmann/mcp-weather — AccuWeather hourly and daily forecasts ☆34
• sjanaX01/weather-mcp-server — A simple minimal weather mcp server :) ☆24
• mschneider82/mcp-openweather — mcp server for openweather free api ☆22

MCP Clients

• Upsonic/Upsonic — Build autonomous AI agents in Python. ☆7,965
• genkit-ai/genkit — AI app framework for JavaScript and Go ☆6,551
• ravitemer/mcphub.nvim — MCP client for Neovim with intuitive server management ☆1,789
• ASCIT31/Dark-Moon — Autonomous pentest host for 80+ security tools ☆1,151
• SecretiveShell/MCP-Bridge — OpenAI-compatible endpoint calling MCP tools ☆923
• aeonfun/aeon — GitHub Actions agents with OAuth to remote MCP servers ☆784
• mario-andreschak/FLUJO — Local visual agent builder with MCP and multi-model chat ☆668
• Lucassssss/eechat — Local AI chat application ☆348
• 3choff/mcp-chatbot — CLI chatbot with MCP integration demo ☆251
• EvalsOne/MCP-connect — Cloud AI access to local Stdio MCP servers ☆240
• AI-QL/chat-mcp — Desktop chat app with MCP support ☆239
• benord-labs/frink — Desktop-first app for parallel agents and triggered multi-step workflows ☆181
• johannesbrandenburger/typst-mcp — MCP server for Typst markup-based typesetting system ☆186
• off-grid-ai/OGAD — On-device MCP client for Mac with a local LLM ☆135
• tanaikech/ToolsForMCPServer — MCP server built with Google Apps Script for Gemini CLI ☆108
• ckanthony/gin-mcp — Enable MCP features for any Gin API with a line of code ☆85
• xzq-xu/jvm-mcp-server — JVM-based MCP server implementation ☆91
• zacharypodbela/django-rest-framework-mcp — MCP server for Django REST Framework ☆54
• php-mcp/client — Core PHP implementation for the Model Context Protocol (MCP) Client ☆58
• rakesh-eltropy/mcp-client — REST API and CLI client for MCP with LangChain ☆49

Marketing & Analytics

• nowork-studio/notfair-plugin — Google Ads diagnosis, recommendations, and edits ☆4,072
• nowork-studio/notfair-plugin — SEO, GEO, ads, Search Console, and Analytics skills ☆4,071
• pipeboard-co/meta-ads-mcp — Hosted Facebook and Instagram Ads for AI agents ☆1,336
• gomarble-ai/facebook-ads-mcp-server — Facebook and Instagram Ads management ☆366
• proxy-intell/facebook-ads-library-mcp — Facebook Ads Library search and access ☆319
• open-strategy-partners/osp_marketing_tools — MCP server for marketing automation tools ☆274
• surendranb/google-analytics-mcp — Google Analytics 4 data access ☆243
• stape-io/google-tag-manager-mcp-server — MCP server for Google Tag Manager ☆238
• cnych/seo-mcp — SEO tool based on Ahrefs data ☆261
• gomarble-ai/google-ads-mcp-server — Google Ads performance data analysis ☆146
• microsoft/clarity-mcp-server — Microsoft Clarity integration ☆131
• amekala/ads-mcp — Google, Meta, LinkedIn, and TikTok campaign management ☆105
• AdsMCP/tiktok-ads-mcp-server — TikTok Ads Marketing API integration via MCP ☆54
• builtwith/builtwith-mcp — BuiltWith MCP Server ☆43
• gvaibhav/TAM-MCP-Server — Market sizing and TAM/SAM analysis ☆36
• MarketplaceAdPros/amazon-ads-mcp-server — MCP Server to interact with Amazon Ads ☆29
• stape-io/stape-mcp-server — Stape API for Claude, Cursor, and other AI clients ☆18
• Kiran1689/storyblok-mcp-server — MCP server for Storyblok CMS management ☆41
• rafaelstz/adobe-commerce-dev-mcp — Adobe Commerce Dev MCP Server ☆27
• jonathan-politzki/smartlead-mcp-server — Smartlead MCP deployment ☆18

Media Processing

3D & Animation

• samuelgursky/davinci-resolve-mcp — MCP server integration for DaVinci Resolve Studio ☆3,809
• ATH-MaaS/Pixelle-MCP — Multimodal AIGC with ComfyUI + MCP ☆1,131
• diivi/aseprite-mcp — MCP server for interacting with the Aseprite API ☆834
• abhiemj/manim-mcp-server — Manim animation code execution ☆655
• 8beeeaaat/touchdesigner-mcp — MCP server for TouchDesigner ☆605
• dylanroscover/Embody — TouchDesigner MCP server with 70 tools and diffable network export ☆209
• PatrickPalmer/MayaMCP — Autodesk Maya 3D integration ☆116
• pranav-deshmukh/blender-mcp — Blender 3D modeling integration ☆98
• wilsonchenghy/ShaderToy-MCP — Create and explore GLSL shaders on ShaderToy ☆50
• junmer/mcp-server-lottiefiles — Search and retrieve Lottie animations from LottieFiles ☆19

Audio & Music

• varunneal/spotify-mcp — MCP to connect your LLM with Spotify. ☆614
• marcelmarais/spotify-mcp-server — Lightweight MCP server for Spotify ☆488
• Simon-Kansara/ableton-live-mcp-server — Ableton Live OSC control ☆396
• adamjmurray/producer-pal — AI music production assistant for Ableton Live ☆349
• tiianhk/MaxMSP-MCP-Server — MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter) ☆285
• dschuler36/reaper-mcp-server — An MCP Server for interacting with Reaper projects. ☆132
• SkyworkAI/Mureka-mcp — AI lyrics, song, and music generation ☆123
• TwelveTake-Studios/reaper-mcp — REAPER DAW mixing, mastering, MIDI, and production ☆96
• imprvhub/mcp-claude-spotify — Spotify interaction for Claude Desktop ☆53
• vsaez/mcp-spotify-player — MCP server to manage Spotify from MCP clients ☆22

Image Generation

• shinpr/mcp-image — AI image generation with Gemini 3 ☆184
• awkoy/replicate-flux-mcp — MCP server for Replicate Flux image and SVG generation ☆106
• GenWaveLLC/svgmaker-mcp — MCP server for SVG generation ☆88
• apinetwork/piapi-mcp-server — PiAPI media: Midjourney, Flux, Kling ☆75
• Flyworks-AI/flyworks-mcp — Fast and free zeroshot lipsync MCP server ☆94
• hamflx/imagen3-mcp — MCP server for Google Imagen 3 image generation ☆78
• WaveSpeedAI/mcp-server — Image and video generation with WaveSpeed AI ☆35
• MohamedAbdallah-14/prompt-to-asset — Images from 30+ models through one API ☆24
• InhiblabCore/mcp-image-compression — High-performance image compression service ☆34
• zxkane/mcp-server-amazon-bedrock — Amazon Bedrock Nova Canvas image generation ☆25

Image Processing

• openclaw/Peekaboo — macOS screenshot and window capture MCP server ☆5,399
• sunriseapps/imagesorcery-mcp — Image processing operations ☆334
• IDEA-Research/DINO-X-MCP — MCP server for DINO-X vision model ☆112
• upnorthmedia/ScreenshotMCP — Website screenshot capture and optimization ☆62
• groundlight/mcp-vision — Computer vision models as MCP servers ☆63
• screenshotone/mcp — A CLI version of an MCP server for the ScreenshotOne API ☆38
• nota/gyazo-mcp-server — Official Model Context Protocol server for Gyazo ☆28
• MoussaabBadla/code-screenshot-mcp — Generate code screenshots ☆44
• stass/exif-mcp — MCP server to extract image metadata (EXIF, XMP, etc) ☆40
• magarcia/mcp-server-giphy — Giphy GIF integration ☆36
• flowy11/imagician — A MCP server for image edition ☆19

Media Services

• garylab/pexels-mcp-server — A Pexels MCP Server for Images and Videos searching ☆27

Video

• eat-pray-ai/yutu — CLI, MCP server, and AI agent to automate YouTube workflows ☆707
• ZubeidHendricks/youtube-mcp-server — YouTube API and video management ☆591
• kimtaeyoon83/mcp-server-youtube-transcript — YouTube video transcript downloader ☆602
• anaisbetts/mcp-youtube — A Model-Context Protocol Server for YouTube ☆552
• burningion/video-editing-mcp — MCP Interface for Video Jungle ☆294
• muxinc/mux-ts — Mux Video and Data API wrapper ☆182
• Laksh-star/mcp-server-tmdb — MCP Server with TMDB ☆75
• tan-yong-sheng/ai-vision-mcp — Image and video analysis capabilities ☆80
• luminarylane/fal-mcp-server — Fal.ai image, video, music generation ☆61
• nabid-pf/youtube-video-summarizer-mcp — YouTube video captions and summarization ☆62
• video-db/agent-toolkit — MCP toolkit for video database operations ☆49
• marcindulak/stt-mcp-server-linux — Local speech-to-text for Tmux on Linux ☆24
• tubeagentkit/youtube-mcp — Remote YouTube transcript, video/channel search, and playlist extraction, free tier ☆22
• omergocmen/json2video-mcp-server — json2video API integration ☆26
• sinjab/mcp_youtube_extract — YouTube clip information extraction ☆19
• TSavo/creatify-mcp — MCP server for AI video generation ☆23
• 13rac1/videocapture-mcp — MCP server to capture images from webcam or video source ☆20

Monitoring & Observability

• grafana/mcp-grafana — MCP server for Grafana ☆3,617
• getsentry/toolkit — Agentic tooling for Sentry ☆949
• mpeirone/zabbix-mcp-server — MCP server for Zabbix monitoring with 40+ tools ☆261
• VictoriaMetrics/mcp-victoriametrics — VictoriaMetrics monitoring integration ☆240
• comet-ml/opik-mcp — MCP server for Opik LLM evaluation platform ☆225
• langfuse/mcp-server-langfuse — MCP server for Langfuse LLM observability ☆176
• pydantic/logfire-mcp — The Logfire MCP Server is here! ☆162
• prometheus/prometheus-mcp — MCP server for LLMs to interact with Prometheus ☆131
• Necmttn/ax — Local observability for agent sessions, tools, and costs ☆122
• seekrays/mcp-monitor — MCP server monitoring tool ☆91
• last9/last9-mcp-server — Last9 MCP Server ☆63
• mcpcap/mcpcap — Network analysis for the AI age ☆53
• GeLi2001/datadog-mcp-server — MCP server interacts with the official Datadog API ☆70
• rootlyhq/rootly-mcp-server — Rootly MCP server ☆45
• mhajder/librenms-mcp — MCP server for LibreNMS (network monitoring): devices, ports, inventory, locations and groups, alerts and alert rules, eventlog/syslog, graphs, billing, BGP/OSPF/VRF, ARP/FDB lookups, sensors, services and Oxidized configs. Read-only mode, tag-based tool filtering and rate limiting. ☆42
• metoro-io/metoro-mcp-server — Metoro MCP Server ☆51
• RedHatInsights/insights-mcp — Red Hat Insights AI connection ☆25
• MindscapeHQ/mcp-server-raygun — Raygun error investigation for AI ☆31
• inspektor-gadget/ig-mcp-server — Container and Kubernetes debugging with AI ☆28
• ntk148v/alertmanager-mcp-server — MCP server for Prometheus Alertmanager integration ☆25
• fclairamb/solidping — Self-hostable uptime monitor with a built-in MCP server for checks, incidents and status pages ☆26
• gologinapp/gologin-mcp — Manage GoLogin browser profiles, proxies, and fingerprints ☆23
• VictoriaMetrics/mcp-victoriatraces — The implementation of Model Context Protocol (MCP) server for VictoriaTraces ☆19
• emicklei/mcp-log-proxy — a web logging proxy for MCP client-server communication ☆32
• tumf/grafana-loki-mcp — Grafana Loki MCP Repository ☆29
• tgeselle/bugsnag-mcp — MCP server for Bugsnag error monitoring ☆25
• Pratyay/mac-monitor-mcp — MCP server for macOS system monitoring ☆23
• iLert/mcp-ilert — MCP server for ilert ☆17

Productivity

Atlassian

• sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) ☆6,056
• aashari/mcp-server-atlassian-bitbucket — Atlassian Bitbucket repositories and PRs ☆163
• nguyenvanduocit/jira-mcp — Jira issues and sprints via Go MCP ☆96
• aashari/mcp-server-atlassian-jira — Atlassian Jira projects, issues and sprints ☆78
• aashari/mcp-server-atlassian-confluence — Atlassian Confluence spaces and pages ☆62
• phuc-nt/mcp-atlassian-server — Jira and Confluence integration ☆52
• rahulthedevil/Jira-Context-MCP — Jira tickets info for AI coding agents ☆26
• KS-GEN-AI/jira-mcp-server — A test of jira mcp server ☆26

Collaboration

• evalstate/mcp-miro — MCP server for Miro whiteboard manipulation and sticky creation ☆113
• hiromitsusasaki/raindrop-io-mcp-server — Raindrop.io bookmark management ☆74
• k-jarzyna/mcp-miro — Miro integration for Model Context Protocol ☆65
• kintone/mcp-server — kintone official MCP server ☆59
• orellazri/coda-mcp — MCP Server for Coda ☆62
• tale-project/tale — Built-in HTTP MCP for organizational knowledge and automation authoring, tests, deployments, and runs. ☆36
• Fibery-inc/fibery-mcp-server — MCP server for Fibery workspace integration ☆29

Documents

• zcaceres/markdownify-mcp — Convert almost anything to Markdown ☆2,996
• vivekVells/mcp-pandoc — MCP server for document format conversion using pandoc. ☆584
• onebirdrocks/ebook-mcp — MCP server for ebook processing ☆396
• baruchiro/paperless-mcp — MCP server for Paperless-NGX document management ☆148
• vgnshiyer/apple-books-mcp — Apple Books MCP Server ☆63
• Unstructured-IO/UNS-MCP — MCP server for Unstructured document processing ☆43
• esignaturescom/mcp-server-esignatures — eSignatures.com document signing ☆40
• thechandanbhagat/cv-forge — ATS-friendly CVs, cover letters, and job-tailored emails ☆30
• danielkennedy1/pdf-tools-mcp — MCP server for PDF manipulation (merge, extract, snippets) ☆32
• gpetraroli/mcp_pdf_reader — An MCP server to extraxt/search text from pdf ☆32
• intsig-textin/textin-mcp — OCR and document-to-Markdown conversion ☆29
• Sohaib-2/pdf-mcp-server — Comprehensive PDF manipulation toolkit. Merge, split, encrypt, optimize PDFs through natural language commands via MCP protocol. ☆16

Google Workspace

• taylorwilsdon/google_workspace_mcp — MCP server for Google Workspace integration ☆3,424
• MarkusPfundstein/mcp-gsuite — MCP Server to interact with Google Gsuite prodcuts ☆491
• v-3/google-calendar — Google Calendar events and scheduling ☆72
• baryhuang/mcp-headless-gmail — Gmail without local credentials ☆55
• giuseppe-coco/Google-Workspace-MCP-Server — Gmail, Calendar, and Drive integration ☆30
• vakharwalad23/google-mcp — Gmail, Calendar, and other Google workspace tools ☆21

Helpdesk & Support

• echelon-ai-labs/servicenow-mcp — MCP Server for ServiceNow ☆304
• effytech/freshdesk_mcp — Freshdesk support ticket integration ☆71
• modesty/fluent-mcp — MCP server and AI skill suite for Fluent (ServiceNow SDK) ☆31
• quickchatai/quickchat-ai-mcp — The Quickchat AI MCP server ☆24

Learning & Flashcards

• ankimcp/anki-mcp-server — MCP server for Anki spaced repetition flashcards ☆536
• scorzeth/anki-mcp-server — An MCP server for Anki ☆185
• jinzcdev/leetcode-mcp-server — MCP server for LeetCode problems and solutions ☆155
• nietus/anki-mcp — MCP server for Anki: get quizzed, track retention, find leeches and manage your flashcards from Claude and other MCP clients (via AnkiConnect) ☆44
• rember/rember-mcp — A Model Context Protocol (MCP) server for Rember. ☆63
• spacholski1225/anki-connect-mcp — MCP implementation for Anki Web ☆24
• doggybee/mcp-server-leetcode — MCP server for LeetCode coding challenges ☆44

Microsoft 365

• haris-musa/excel-mcp-server — Excel file manipulation ☆4,268
• Softeria/ms-365-mcp-server — Microsoft 365 and Office via Graph API ☆1,090
• sbroenne/mcp-server-excel — Excel MCP Server - 23 tools for AI-powered automation ☆834
• InditexTech/mcp-teams-server — MCP server for Microsoft Teams integration ☆450
• merill/lokka — MCP for Microsoft 365 and Graph ☆308
• pnp/cli-microsoft365-mcp-server — Manage Microsoft 365 using MCP server ☆135
• Norcim133/OutlookMCPServer — MCP Server for msgraph - mail, calendar, files ☆16

Note-taking & Docs

• RafalWilinski/mcp-apple-notes — RAG over Apple Notes for Claude ☆417
• lostintangent/gistpad-mcp — Personal knowledge and daily notes management ☆207
• Vortiago/mcp-outline — AI assistants with Outline docs ☆158
• entanglr/zettelkasten-mcp — MCP server implementing Zettelkasten knowledge management ☆167
• gornskew/cyborg-whisperer — Manage Lisply lisp-speaking backends ☆54
• 2slides/mcp-2slides — MCP Server for 2slides - AI agent for PPT generation ☆34
• ONLYOFFICE/docspace-mcp — DocSpace MCP Server ☆32
• Piotr1215/mcp-obsidian — simple mcp server for interacting with local obsidian notes ☆23
• koruworks/mono — Local MCP server for Koru, a local-first notes, docs and files app ☆22
• akseyh/bear-mcp-server — MCP Server integration for Bear note app ☆45
• joshylchen/zettelkasten — Zettelkasten notes with search, links, CLI, API, and web ☆40
• danield137/mcp-workflowy — An MCP server for workflowy ☆28
• Harry-027/JotDown — An MCP Server in Rust for creating Notion pages & mdBooks with LLMs ☆23
• louis030195/easy-obsidian-mcp — wire your brain to AGI through the best obsidian MCP ☆17

Notion

• makenotion/notion-mcp-server — Official Notion MCP Server ☆4,683
• suekou/mcp-notion-server — MCP server for Notion API with Markdown conversion ☆925
• danhilse/notion_mcp — Notion integration with advanced formatting ☆209
• Badhansen/notion-mcp — Notion workspace management ☆31

Obsidian

• MarkusPfundstein/mcp-obsidian — Obsidian integration via REST API plugin ☆4,505
• bitbonsai/mcpvault — Lightweight Obsidian vault access ☆1,704
• StevenStavrakis/obsidian-mcp — A simple MCP server for Obsidian ☆747

Project Management

• mondaycom/mcp — AI agents with secure data access ☆436
• makeplane/plane-mcp-server — Plane's Official Model Context Protocol Server ☆349
• jerhadf/linear-mcp-server — MCP server for Linear issue tracking ☆346
• taskade/mcp — MCP server for Taskade project management ☆170
• tacticlaunch/mcp-linear — MCP server for Linear project management ☆148
• roychri/mcp-server-asana — MCP server for Asana task and project management ☆149
• its-dart/dart-mcp-server — Dart AI Model Context Protocol (MCP) server ☆128
• aikts/yandex-tracker-mcp — Yandex Tracker MCP Server with OAuth2 support ☆123
• feuerdev/keep-mcp — MCP server for Google Keep ☆109
• georgeantonopoulos/Basecamp-MCP-Server — Basecamp 3+ project management ☆101
• tonyzorin/youtrack-mcp — YouTrack server, ARM64 and AMD64 ☆99
• taazkareem/clickup-mcp-server — ClickUp MCP Server - project management with AI ☆53
• m0xai/trello-mcp-server — A simple yet powerful MCP server for Trello. ☆54
• Teamwork/mcp — Teamwork.com MCP server ☆28
• EduBase/MCP — MCP server for EduBase e-learning platform ☆28
• kelvin6365/plane-mcp-server — MCP server for Plane.so project management ☆40
• kocakli/Trello-Desktop-MCP — Trello integration for Claude Desktop via MCP ☆38
• bivex/kanboard-mcp — MCP server for Kanboard project management integration ☆28
• Prat011/mcp-server-monday — MCP Server to interact with Monday.com boards and items ☆34
• khaoss85/mcp-orchestro — Task breakdown, dependencies, and progress for AI teams ☆16

Tasks & Calendar

• screenpipe/screenpipe — Searchable screen text and audio history via MCP; source-available under the Screenpipe Commercial License ☆22,098
• nspady/google-calendar-mcp — MCP integration for Google Calendar to manage events. ☆1,206
• Doist/todoist-mcp — Todoist tools for AI agents ☆563
• abhiz123/todoist-mcp-server — Todoist natural language task management ☆392
• Omar-V2/mcp-ical — Interact with MacOS Calendar ☆332
• zcaceres/gtasks-mcp — A Google Tasks Model Context Protocol Server for Claude ☆174
• dominik1001/caldav-mcp — CalDAV calendar sync ☆105
• alexarevalo9/ticktick-mcp-server — TickTick task management ☆73
• takumi0706/google-calendar-mcp — Google Calendar for Claude Desktop ☆59
• arpitbatra123/mcp-googletasks — MCP server for Google Tasks management ☆51
• stanislavlysenko0912/todoist-mcp-server — Todoist Rest API and Sync API ☆63
• flesler/mcp-tasks — Efficient task management with views ☆47
• jen6/ticktick-mcp — TickTick task management with filtering ☆67
• awwaiid/mcp-server-taskwarrior — MCP Server for TaskWarrior! ☆51
• urbanogardun/things3-mcp — MCP server for Things3 integration on macOS ☆25
• jbrinkman/valkey-ai-tasks — MCP server for task management with Valkey persistence ☆25
• hichana/goalstory-mcp — Goal tracking with AI-powered storytelling ☆18
• Danielpeter-99/calcom-mcp — Cal.com event types, bookings, and schedule data ☆19

Wiki & Collaboration

• anyproto/anytype-mcp — AI with Anytype encrypted local data ☆536
• ProfessionalWiki/MediaWiki-MCP-Server — Connect AI with any MediaWiki ☆143
• yuna0x0/hackmd-mcp — HackMD note-taking integration ☆67
• HenryHaoson/Yuque-MCP-Server — Yuque mcp server ☆69
• growilabs/growi-mcp-server — GROWI wiki search and retrieval for AI answers ☆20

Research & Science

• oOo0oOo/lean-lsp-mcp — Lean Theorem Prover MCP ☆538
• szeider/mcp-solver — Constraint optimization and solving ☆186
• Pantheon-Security/notebooklm-mcp-secure — Secure NotebookLM MCP with 14 security layers ☆88
• NellyW8/MCP4EDA — RTL-to-GDSII automation with LLM ☆113
• SecretiveShell/MCP-wolfram-alpha — Wolfram Alpha computational intelligence ☆76
• neuromechanist/matlab-mcp-tools — MATLAB pipelines by section and figure inspection ☆19

Sandboxing & Execution

• superradcompany/microsandbox — easy, fast, programmable and local-first microVM runtime and library ☆8,837
• dagger/container-use — MCP server for container orchestration ☆4,078
• sandbaseai/sandbase-harness — Sandboxed local agent runtime with approvals and audit ☆636
• Automata-Labs-team/code-sandbox-mcp — Secure code sandbox in Docker ☆326
• bazinga012/mcp_code_executor — Execute Python in Conda environment ☆212
• alfonsograziano/node-code-sandbox-mcp — MCP server for Node.js code sandbox execution ☆158
• hopx-ai/mcp — Execute code in isolated cloud containers ☆156
• r33drichards/mcp-js — MCP server exposing V8 JavaScript runtime for AI agents ☆64
• gradion-ai/ipybox — Python code execution sandbox with MCP tool calling ☆76
• yepcode/mcp-server-js — JavaScript MCP server framework by YepCode ☆47
• hileamlakB/Python-Runtime-Interpreter-MCP-Server — Safe Python runtime interpreter ☆30
• gwbischof/outsource-mcp — Give your AI assistant its own AI assistants. ☆30

Search & Extraction

Academic Research

• blazickjp/arxiv-mcp-server — arXiv paper search and analysis ☆3,237
• JackKuo666/Google-Scholar-MCP-Server — Search Google Scholar papers ☆425
• reading-plus-ai/mcp-server-deep-research — Comprehensive research with reports ☆214
• adityak74/mcp-scholarly — A MCP server to search for accurate academic articles. ☆185
• andybrandt/mcp-simple-arxiv — arXiv paper search and reading ☆202
• andybrandt/mcp-simple-pubmed — PubMed medical research search ☆171
• takashiishida/arxiv-latex-mcp — MCP server for arXiv LaTeX paper retrieval ☆149
• kaliaboi/mcp-zotero — Zotero collections for Claude Desktop ☆163
• JackKuo666/PubMed-MCP-Server — Search and analyze PubMed articles ☆132
• OctagonAI/octagon-deep-research-mcp — AI-powered comprehensive research and analysis ☆94
• HzaCode/OneCite — Parse and format academic references ☆68
• akalaric/mcp-wolframalpha — Wolfram Alpha integration for Python ☆86
• szeider/mcp-dblp — Access DBLP computer science bibliography ☆47
• drAbreu/alex-mcp — MCP server for OpenAlex ☆57
• prashalruchiranga/arxiv-mcp-server — arXiv API via natural language ☆41
• JackKuo666/bioRxiv-MCP-Server — Access bioRxiv papers ☆26
• hbg/mcp-paperswithcode — MCP interface for PapersWithCode API ☆26
• mochow13/google-scholar-mcp — MCP server for Google Scholar written in TypeScript ☆25
• gemy411/multi-agents-research — Kotlin multi-agent research server on Ktor ☆16

Data APIs

• cantian-ai/bazi-mcp — Bazi Chinese astrology information ☆436
• Rudra-ravi/wikipedia-mcp — Retrieve Wikipedia information ☆302
• ahonn/mcp-server-gsc — Google Search Console data access ☆280
• hellokaton/unsplash-mcp-server — A MCP server for Unsplash image search. ☆237
• deadletterq/mcp-opennutrition — MCP server for nutrition data and analysis ☆208
• cameronrye/openzim-mcp — MCP server for OpenZIM archive access ☆146
• damionrashford/RivalSearchMCP — MCP server for competitive search analysis ☆134
• OpenDataMCP/OpenDataMCP — Connect any Open Data to any LLM with Model Context Protocol. ☆156
• cswkim/discogs-mcp-server — MCP Server for Discogs ☆131
• 8enSmith/mcp-open-library — MCP server for Open Library book and author search ☆100
• riemannzeta/patent_mcp_server — MCP Server for USPTO data ☆85
• zoomeye-ai/mcp_zoomeye — MCP server for ZoomEye network asset information ☆82
• yuna0x0/anilist-mcp — AniList MCP server for accessing anime and manga data ☆92
• Linked-API/linkedapi-mcp — LinkedIn account control and data retrieval ☆70
• anysiteio/anysite-mcp-server — LinkedIn data access ☆65
• imprvhub/mcp-domain-availability — MCP server to check domain availability ☆61
• djalal/quran-mcp-server — Quran.com verses, translations, tafsir ☆73
• r-huijts/rijksmuseum-mcp — Rijksmuseum artwork exploration ☆72
• 0xDAEF0F/job-searchoor — A simple MCP server that delivers you jobs based on your needs ☆65
• JamesANZ/us-legal-mcp — An MCP server that provides comprehensive US legislation. ☆38
• yamanoku/baseline-mcp-server — Web API Baseline status information ☆37
• amurshak/congressMCP — US Congress data for AI agents ☆36
• zzaebok/mcp-wikidata — Wikidata API implementation ☆49
• joelio/stocky — An MCP server for searching and downloading stock photography. ☆28
• jhomen368/overseerr-mcp — Overseerr/Seerr media search, requests, and library ☆25
• adawalli/nexus — MCP Server to make searching openrouter easy ☆22
• Himalayas-App/himalayas-mcp — Remote job search, listings, candidates, and salaries ☆21
• DappierAI/dappier-mcp — MCP server for Dappier AI integration ☆44
• mikechao/metmuseum-mcp — Met Museum art collection discovery ☆35
• cameronrye/activitypub-mcp — Fediverse browsing and interaction via ActivityPub ☆17
• parallel-web/task-mcp — Hosted deep research and dataset enrichment via Parallel ☆16
• cameronrye/gopher-mcp — A modern, cross-platform Model Context Protocol (MCP) server that enables AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. ☆16
• kehvinbehvin/json-mcp-filter — JSON MCP server to filter only relevant data for your LLM ☆26
• angheljf/nyt — MCP server for New York Times article search ☆18
• siva010928/multi-chat-mcp-server — MCP server for multi-chat capabilities ☆27
• r-huijts/opentk-mcp — MCP server for Dutch parliamentary data via OpenTK ☆23
• delorenj/mcp-server-ticketmaster — Ticketmaster Discovery API ☆25
• AshwinSundar/congress_gov_mcp — Query US Congress.gov API ☆19
• Trevato/bible-mcp — add biblical context to your generative AI applications ☆16

News & Content

• lfnovo/content-core — Extract what matters from any media source ☆181
• erithwik/mcp-hn — MCP Server for Hackernews ☆76
• imprvhub/mcp-rss-aggregator — RSS feed aggregation for Claude Desktop ☆27
• pskill9/hn-server — Hacker news MCP server ☆40
• format37/youtube_mcp — youtube transcriber mcp server ☆32
• the0807/GeekNews-MCP-Server — GeekNews MCP Server ☆18

Web Search Engines

• exa-labs/exa-mcp-server — Exa MCP for web search and web crawling! ☆5,190
• tavily-ai/tavily-mcp — Real-time search, extract, map and crawl ☆2,462
• Aas-ee/open-webSearch — MCP server for open web search ☆1,878
• nickclyde/duckduckgo-mcp-server — MCP server for DuckDuckGo search ☆1,553
• brave/brave-search-mcp-server — Brave Search with AI summarization ☆1,536
• ihor-sokoliuk/mcp-searxng — Private SearXNG web search for AI assistants ☆1,331
• mrkrsl/web-search-mcp — Local web search for Claude Desktop ☆1,189
• kagisearch/kagimcp — Official Kagi search MCP server ☆549
• pskill9/web-search — Web search using free google search (NO API KEYS REQUIRED) ☆473
• jae-jae/g-search-mcp — Parallel Google search with summaries ☆273
• serpapi/serpapi-mcp — SerpApi MCP Server for Google and other search engine results ☆182
• superagents-lab/search1api-mcp — MCP server for web search and crawl via Search1API ☆173
• nkapila6/mcpsurfr — RAG-like web search via MCP ☆146
• ChanMeng666/server-google-news — MCP server for Google News integration ☆129
• SecretiveShell/MCP-searxng — SearXNG search for agentic systems ☆131
• mikechao/brave-search-mcp — MCP server for Brave Search with filtering options ☆130
• isnow890/naver-search-mcp — MCP server for Naver search integration ☆87
• tanigami/mcp-server-perplexity — Perplexity API chat with citations ☆96
• ConechoAI/openai-websearch-mcp — openai websearch tool as mcp server ☆94
• zhsama/duckduckgo-mcp-server — MCP server for DuckDuckGo web search ☆87
• leehanchung/bing-search-mcp — MCP Server for Bing Search API ☆81
• OvertliDS/mcp-searxng-enhanced — SearXNG web search with category awareness ☆55
• pwilkin/mcp-searxng-public — Query public SearXNG instances ☆56
• ubie-oss/mcp-vertexai-search — A MCP server for Vertex AI Search ☆38
• Tomatio13/mcp-server-tavily — MCP Server for Tavily API integration ☆50
• garylab/serper-mcp-server — A Serper MCP Server ☆39
• ac3xx/mcp-servers-kagi — A Model Context Protocol server implementation for Kagi's API ☆44
• mnhlt/WebSearch-MCP — MCP server for web search integration ☆42

Security

Identity & Access

• auth0/auth0-mcp-server — Auth0 tenant management via natural language ☆121
• sshaaf/keycloak-mcp-server — MCP server for Keycloak identity and access management ☆48
• ChristophEnglisch/keycloak-model-context-protocol — Keycloak user and realm management ☆46
• atomicchonk/roadrecon_mcp_server — Azure AD ROADrecon analysis for Claude ☆53
• firstorderai/authenticator_mcp — Authenticator App for AI agents ☆47
• hieuttmmo/entraid-mcp-server — EntraID via Microsoft Graph API ☆41
• descope-sample-apps/descope-mcp-server-stdio — Descope user management and audits ☆38
• kapilduraphe/okta-mcp-server — Okta MCP Server ☆22

MCP Security

• eqtylab/mcp-guardian — Manage / Proxy / Secure your MCP Servers ☆202
• kapilduraphe/mcp-watch — Security scanner for MCP servers ☆139
• 82ch/MCP-Dandan — MCP security with real-time proxying ☆67
• postralai/masquerade — The Privacy Firewall for LLMs ☆78
• kontext-security/attestable-mcp-server — Hardware attestation for MCP server integrity ☆22
• AIM-Intelligence/AIM-MCP — AIM MCP Server :: Guard and Protect your MCPs & AI Chatting ☆23
• cromwellian/hippycampus — REST endpoint to MCP conversion ☆20

Network & Firewall

• vespo92/OPNSenseMCP — MCP Server for OPNSense to act as IaC proxy ☆94
• intruder-io/intruder-mcp — An MCP server to let AI agents control Intruder ☆26

Pentesting & OSINT

• PortSwigger/mcp-server — MCP Server for Burp ☆1,254
• w0h1v/mcp-maigret — Maigret OSINT user account collection ☆268
• w0h1v/mcp-shodan — MCP server for Shodan - device search, IP recon, CVE intel ☆181
• w0h1v/mcp-virustotal — VirusTotal API queries ☆152
• roadwy/cve-search_mcp — CVE database security queries ☆108
• mobb-dev/bugsy — Automatic security vulnerability remediation for your code. ☆68
• w0h1v/mcp-dnstwist — DNS fuzzing for phishing detection ☆50
• GitGuardian/ggmcp — Scan and remediate hardcoded secrets ☆41
• StacklokLabs/osv-mcp — An MCP server for OSV ☆41
• nickpending/mcp-recon — Tellix conversational recon interface ☆31
• gnlds/mcp-cve-intelligence-server-lite — CVE intelligence from NVD, MITRE, GitHub ☆19
• Hexix23/shodan-mcp — ☆16

Reverse Engineering

• morluto/rea — Local CLI and MCP server for agent-assisted reverse engineering. ☆397,877
• mrexodia/ida-pro-mcp — IDA Pro reverse engineering with AI ☆13,179
• LaurieWired/GhidraMCP — MCP Server for Ghidra ☆11,608
• zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server ☆2,948
• LING71671/open-reverselab — Ghidra, Frida, x64dbg, Rizin, and YARA in one lab ☆1,311
• symgraph/GhidrAssistMCP — An native MCP server extension for Ghidra ☆794
• zinja-coder/apktool-mcp-server — APK Tool for Android reverse engineering ☆683
• fosdickio/binary_ninja_mcp — Binary Ninja plugin for LLM integration ☆457
• radareorg/radare2-mcp — MCP stdio server for radare2 ☆334
• 13bm/GhidraMCP — Active Socket based MCP Server for Ghidra ☆149
• pullkitsan/mobsf-mcp-server — MobSF APK and IPA security scanning ☆23

SIEM & SecOps

• beelzebub-labs/beelzebub — Low-code honeypot with AI virtualization ☆2,222
• MorDavid/BloodHound-MCP-AI — BloodHound integration with AI through MCP ☆383
• CrowdStrike/falcon-mcp — CrowdStrike Falcon security analysis ☆273
• gbrigandi/mcp-server-wazuh — MCP Server for Wazuh SIEM ☆240
• securityfortech/secops-mcp — All-in-one security testing toolbox via MCP ☆217
• cycodehq/cycode-cli — SAST, SCA, Secrets, IaC security scanning ☆100
• panther-labs/mcp-panther — Detections, alerts, and log queries ☆47
• zxzinn/opencti-mcp — OpenCTI threat intelligence platform ☆41
• qianniuspace/mcp-security-audit — MCP server for security auditing ☆57
• fr0gger/MCP_Security — This is a repository to experiment with MCP for security ☆52
• Gaffx/volatility-mcp — This repo hosts an MCP server for volatility3.x ☆52
• slouchd/cyberchef-api-mcp-server — CyberChef API MCP Server ☆44
• Contrast-Security-OSS/mcp-contrast — MCP Server for Contrast Security ☆23
• jyjune/mcp_vms — MCP server for controlling and accessing a video surveillance system ☆17
• gbrigandi/mcp-server-cortex — MCP Server for Cortex ☆17
• gbrigandi/mcp-server-thehive — MCP Server for TheHive ☆16

Social Media

• iFurySt/RedNote-MCP — MCP server for accessing RedNote(XiaoHongShu, xhs). ☆1,126
• karanb192/reddit-mcp-buddy — Clean Reddit data: posts, search, users ☆865
• dialog-tools/reddit-research-mcp — Reddit research with structured insights ☆257
• HagaiHen/facebook-mcp-server — Facebook posts, comments, insights automation ☆232
• Xquik-dev/x-twitter-scraper — X/Twitter search, profiles, posting, and media download ☆221
• adhikasp/mcp-twikit — Twitter interaction via MCP ☆237
• Seym0n/tiktok-mcp — Model Context Protocol (MCP) with TikTok integration ☆207
• 34892002/bilibili-mcp-js — Bilibili video search MCP service ☆196
• trypeggy/instagram_dm_mcp — Instagram Direct messages MCP ☆187
• anwerj/youtube-uploader-mcp — Upload, update, and schedule YouTube videos ☆61
• jaipandya/producthunt-mcp-server — MCP server for Product Hunt data access ☆55
• macrocosm-os/macrocosmos-mcp — The MCP for macrocosmos subnets. ☆29
• AbdelStark/nostr-mcp — Nostr posting and interaction ☆39
• laulauland/bluesky-context-server — Bluesky MCP server ☆35
• ertiqah/linkedin-mcp-runner — LinkedIn content analysis and posting ☆31
• jonathan-politzki/mcp-writer-substack — Bridge Substack writings to Claude ☆34
• mbelinky/x-mcp-server — MCP server to post on x.com with OAuth v1 and v2 ☆24
• gwbischof/bluesky-social-mcp — A Bluesky MCP ☆16

Sports

• r-huijts/strava-mcp — Strava fitness data integration ☆503
• rishijatia/fantasy-pl-mcp — Fantasy Premier League MCP Server ☆80
• guillochon/mlb-api-mcp — MCP server for MLB baseball statistics ☆59
• RobSpectre/mvf1 — Python package and CLI for MultiViewer For F1 ☆20
• yeonupark/mcp-soccer-data — Real-time football data ☆39
• mikechao/balldontlie-mcp — MCP server for NBA, NFL, MLB sports data ☆26
• lenwood/cfbd-mcp-server — An MCP server enabling CFBD API queries within Claude Desktop. ☆27
• kw510/strava-mcp — MCP server with Strava OAuth on Cloudflare Workers ☆26
• tomekkorbak/strava-mcp-server — MCP server for Strava API integration ☆25
• willvelida/mcp-afl-server — Australian Football League data from Squiggle ☆18
• r-huijts/firstcycling-mcp — MCP server for professional cycling data from FirstCycling ☆18

Text-to-Speech

• mbailey/voicemode — Natural voice conversations with Claude Code ☆1,423
• mberg/kokoro-tts-mcp — Kokoro Text to Speech (TTS) MCP Server ☆83

Translation

• caol64/wenyan-mcp — Markdown formatting and translation to Chinese ☆1,350
• aymericzip/intlayer — MCP server for Intlayer internationalization ☆860
• DeepL/deepl-mcp-server — Translation with DeepL API ☆119
• translated/lara-mcp — Lara Translate API with language detection ☆100
• mmntm/weblate-mcp — Manage Weblate projects, components, and translations ☆24

Travel & Transport

• openbnb-org/mcp-server-airbnb — Search Airbnb using your AI Agent ☆551
• cobanov/teslamate-mcp — MCP server for TeslaMate vehicle data and analytics ☆140
• pab1it0/tripadvisor-mcp — MCP server for Tripadvisor location data and reviews ☆64
• r-huijts/ns-mcp-server — MCP server for Dutch Railways (NS) travel information ☆63
• variflight/variflight-mcp — Variflight services implementation ☆33
• Pradumnasaraf/aviationstack-mcp — MCP for AviationStack API - real-time flight data ☆27
• mfukushim/map-traveler-mcp — Virtual traveler library for MCP ☆24
• sunsetcoder/flightradar24-mcp-server — Model Context Protocol server for Flight Tracking ☆47
• KyrieTangSheng/mcp-server-nationalparks — US National Parks info via NPS API ☆41
• JordanDalton/DoorDash-MCP-Server — MCP server for DoorDash delivery service integration ☆25
• campertunity/mcp-server — Search campgrounds, check availability, and book campsites ☆17

Web Scraping

• ScrapeGraphAI/Scrapegraph-ai — Python scraper based on AI ☆32,292
• apify/apify-mcp-server — MCP server for Apify web scraping and data extraction ☆13,524
• firecrawl/firecrawl-mcp-server — Web scraping and search for LLM clients ☆7,702
• brightdata/brightdata-mcp — All-in-one public web access solution ☆2,691
• jae-jae/fetcher-mcp — Playwright web page content fetching ☆1,088
• etsd-tech/mcp-pointer — DOM element pointing for agents ☆599
• tinyfish-io/agentql-mcp — AgentQL data extraction integration ☆181
• scrapeless-ai/scrapeless-mcp-server — Scrapeless Mcp Server ☆170
• just-every/mcp-read-website-fast — Fast webpage to markdown conversion ☆163
• pskill9/website-downloader — MCP server to download entire websites ☆157
• cyberchitta/scrapling-fetch-mcp — Access bot-protected websites ☆126
• just-every/mcp-screenshot-website-fast — Fast webpage screenshots for LLMs ☆110
• oxylabs/oxylabs-mcp — Official Oxylabs MCP integration ☆104
• supadata-ai/mcp — Video and web scraping for Claude ☆63
• pragmar/mcp-server-webcrawl — Web crawler data and archives connection ☆46
• webscraping-ai/webscraping-ai-mcp-server — MCP server for AI-powered web scraping ☆45
• crawlbase/crawlbase-mcp — MCP server connecting AI agents with real-time web data ☆60
• Decodo/mcp-server — Decodo web scraping for MCP clients ☆39
• puremd/puremd-mcp — Unblock, scrape, and search tools for MCP clients ☆60
• ananddtyagi/webpage-screenshot-mcp — MCP server for webpage screenshot capture ☆56
• djannot/puppeteer-vision-mcp — Web scraping with AI-driven interaction handling ☆47
• olostep/olostep-mcp-server — Live web scrape, crawl, batch extract, and search ☆25
• wong2/mcp-jina-reader — Jina Reader MCP Server ☆47
• DevEnterpriseSoftware/scrapi-mcp — MCP server for using ScrAPI to scrape web pages. ☆18
• levz0r/html-to-markdown-mcp — HTML to Markdown converter using Turndown ☆26
• rohanrav/screeny — Screeny is a privacy-focused macOS MCP server enabling AI agents to capture screenshots of user-approved windows ☆17

---

🏆 Top 100 by Stars

The most starred projects in this list, sorted by GitHub stars.

1. morluto/rea — Local CLI and MCP server for agent-assisted reverse engineering. ☆397,877
2. upstash/context7 — Up-to-date code docs for LLMs ☆63,798
3. vectorize-io/hindsight — Hindsight: Agent Memory That Learns ☆54,461
4. ChromeDevTools/chrome-devtools-mcp — Chrome DevTools for coding agents ☆54,228
5. mindsdb/mindshub — Query Engine for AI Analytics - self-reasoning agents on live data ☆39,829
6. microsoft/playwright-mcp — Playwright MCP server ☆38,722
7. github/github-mcp-server — GitHub's official MCP Server ☆34,011
8. ScrapeGraphAI/Scrapegraph-ai — Python scraper based on AI ☆32,292
9. trycua/cua — MCP server for CUA platform ☆31,133
10. oraios/serena — Semantic code retrieval and editing toolkit ☆30,783
11. mastra-ai/mastra — TypeScript AI agent framework with RAG ☆29,134
12. PrefectHQ/fastmcp — Python framework for building MCP servers and clients ☆28,219
13. Skyvern-AI/skyvern — Automate browser based workflows with AI ☆23,288
14. czlonkowski/n8n-mcp — Build n8n workflows with AI assistants ☆23,154
15. screenpipe/screenpipe — Searchable screen text and audio history via MCP; source-available under the Screenpipe Commercial License ☆22,098
16. apache/apisix — The Cloud-Native API Gateway and AI Gateway ☆17,258
17. googleapis/mcp-toolbox — Open source database MCP toolbox ☆16,741
18. GLips/Figma-Context-MCP — Figma layout info for AI coding agents ☆16,084
19. apify/apify-mcp-server — MCP server for Apify web scraping and data extraction ☆13,524
20. mrexodia/ida-pro-mcp — IDA Pro reverse engineering with AI ☆13,179
21. elie222/inbox-zero — AI email assistant for inbox zero ☆12,840
22. zilliztech/claude-context — Code search for Claude Code agents ☆12,649
23. tadata-org/fastapi_mcp — Expose FastAPI endpoints as MCP tools ☆12,024
24. LaurieWired/GhidraMCP — MCP Server for Ghidra ☆11,608
25. instantdb/instant — Modern Firebase with real-time database ☆10,561
26. wonderwhy-er/DesktopCommanderMCP — Terminal control, file search, diff editing ☆10,144
27. mobile-next/mobile-mcp — Mobile automation for iOS, Android, emulators ☆10,058
28. awslabs/mcp — AWS MCP servers for AI assistants ☆9,836
29. mark3labs/mcp-go — Go implementation of MCP ☆9,194
30. superradcompany/microsandbox — easy, fast, programmable and local-first microVM runtime and library ☆8,837
31. lastmile-ai/mcp-agent — Build agents with MCP and workflow patterns ☆8,567
32. idosal/git-mcp — Free remote MCP for any GitHub project ☆8,496
33. Upsonic/Upsonic — Build autonomous AI agents in Python. ☆7,965
34. firecrawl/firecrawl-mcp-server — Web scraping and search for LLM clients ☆7,702
35. BrowserMCP/mcp — Browser control for AI applications ☆7,228
36. grab/cursor-talk-to-figma-mcp — Cursor and Figma communication ☆7,073
37. GreptimeTeam/greptimedb — Unified observability DB for metrics, logs, traces ☆6,768
38. lharries/whatsapp-mcp — WhatsApp MCP server ☆6,747
39. genkit-ai/genkit — AI app framework for JavaScript and Go ☆6,551
40. getsentry/MobileBuildMCP — MCP server for Xcode build operations ☆6,512
41. Coding-Solo/godot-mcp — MCP server for Godot game engine ☆6,390
42. 21st-dev/magic-mcp — Frontend development with AI like Magic ☆6,280
43. baserow/baserow — No-code database, apps, agents with AI ☆6,231
44. sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira) ☆6,056
45. executeautomation/mcp-playwright — MCP server for Playwright browser testing ☆5,675
46. lingodotdev/lingo.dev — MCP server for Lingo localization platform ☆5,400
47. openclaw/Peekaboo — macOS screenshot and window capture MCP server ☆5,399
48. Kiln-AI/Kiln — Build AI systems with Evals, RAG, Agents, fine-tuning ☆5,235
49. exa-labs/exa-mcp-server — Exa MCP for web search and web crawling! ☆5,190
50. makenotion/notion-mcp-server — Official Notion MCP Server ☆4,683
51. IvanMurzak/Unity-MCP — AI-powered bridge connecting LLMs to Unity Editor ☆4,539
52. MarkusPfundstein/mcp-obsidian — Obsidian integration via REST API plugin ☆4,505
53. cloudflare/mcp-server-cloudflare — Cloudflare services management ☆4,424
54. archestra-ai/archestra — Enterprise AI guardrails, registry, gateway, and orchestrator ☆4,414
55. antvis/mcp-server-chart — 25+ visual charts using @antvis for data analysis ☆4,406
56. basicmachines-co/basic-memory — AI conversations that remember context ☆4,376
57. CodeGraphContext/CodeGraphContext — Code graph indexing for AI context ☆4,360
58. haris-musa/excel-mcp-server — Excel file manipulation ☆4,268
59. dagger/container-use — MCP server for container orchestration ☆4,078
60. nowork-studio/notfair-plugin — Google Ads diagnosis, recommendations, and edits ☆4,072
61. nowork-studio/notfair-plugin — SEO, GEO, ads, Search Console, and Analytics skills ☆4,071
62. samuelgursky/davinci-resolve-mcp — MCP server integration for DaVinci Resolve Studio ☆3,809
63. bytebase/dbhub — Token-efficient multi-database MCP ☆3,739
64. grafana/mcp-grafana — MCP server for Grafana ☆3,617
65. crystaldba/postgres-mcp — Postgres with read/write access and performance ☆3,433
66. taylorwilsdon/google_workspace_mcp — MCP server for Google Workspace integration ☆3,424
67. metorial/metorial — Connect any AI model to 1200+ integrations (MCP, CLI, API) ☆3,370
68. blazickjp/arxiv-mcp-server — arXiv paper search and analysis ☆3,237
69. Jpisnice/shadcn-ui-mcp-server — MCP server for shadcn/ui component library ☆3,073
70. zcaceres/markdownify-mcp — Convert almost anything to Markdown ☆2,996
71. supabase/mcp — Connect Supabase to your AI assistants ☆2,981
72. zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server ☆2,948
73. sparfenyuk/mcp-proxy — A bridge between Streamable HTTP and stdio MCP transports ☆2,807
74. metatool-ai/metamcp — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker ☆2,732
75. brightdata/brightdata-mcp — All-in-one public web access solution ☆2,691
76. perplexityai/modelcontextprotocol — Official Perplexity API MCP server ☆2,592
77. tavily-ai/tavily-mcp — Real-time search, extract, map and crawl ☆2,462
78. financial-datasets/mcp-server — Financial Datasets stock market API ☆2,314
79. stacklok/toolhive — Runtime and gateway for deploying MCP servers in containers ☆2,312
80. jamubc/gemini-mcp-tool — MCP server for Gemini CLI with large file analysis ☆2,292
81. beelzebub-labs/beelzebub — Low-code honeypot with AI virtualization ☆2,222
82. joshuayoes/ios-simulator-mcp — MCP server for interacting with the iOS simulator ☆2,199
83. containers/kubernetes-mcp-server — Kubernetes and OpenShift management ☆2,195
84. benborla/mcp-server-mysql — MCP server for MySQL database operations ☆2,186
85. cjo4m06/mcp-shrimp-task-manager — Task manager with chain-of-thought and reflection ☆2,148
86. chatmcp/mcpso — directory for Awesome MCP Servers ☆2,115
87. microsoft/azure-devops-mcp — Azure DevOps integration for AI agents ☆2,072
88. nottelabs/notte — Framework to build web agents ☆2,047
89. CoderGamester/mcp-unity — MCP server for Unity game engine integration ☆2,000
90. stripe/ai — One-stop shop for building AI-powered products and businesses with Stripe. ☆1,977
91. MicrosoftDocs/mcp — Microsoft Learn MCP for LLMs ☆1,956
92. chigwell/telegram-mcp — MCP server for Telegram messaging ☆1,911
93. WordPress/mcp-adapter — Bridge Abilities API to MCP ☆1,886
94. mattt/iMCP — Access Messages, Contacts, Reminders on Mac ☆1,880
95. Aas-ee/open-webSearch — MCP server for open web search ☆1,878
96. korotovsky/slack-mcp-server — MCP server for Slack workspace integration ☆1,876
97. stack-chan/stack-chan — A JavaScript-driven M5Stack-embedded super-kawaii robot. ☆1,825
98. ravitemer/mcphub.nvim — MCP client for Neovim with intuitive server management ☆1,789
99. julien040/anyquery — SQL queries for GitHub, Notion, +40 more ☆1,787
100. bitbonsai/mcpvault — Lightweight Obsidian vault access ☆1,704

Contributing

Please see CONTRIBUTING for details.

Feedback

Found something wrong? Open an issue or submit a pull request — contributions are welcome!

Credits

• modelcontextprotocol/servers
• punkpeye/awesome-mcp-servers
• appcypher/awesome-mcp-servers
• wong2/awesome-mcp-servers
• All Contributors

License

The MIT License (MIT). Please see License File for more information.