MCP服务器精选列表

这是一个精选的模型上下文协议(MCP)服务器、工具与资源清单,汇总了数据库、开发者工具、通信协作、搜索、AI框架与聚合服务,适用于需要将AI模型安全连接到外部数据源和工具的开发团队。

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在 GitHub 查看 ivishnuraj/awesome-mcp-servers

使用说明

Awesome MCP Servers

A curated list of awesome Model Context Protocol (MCP) servers, tools, and resources.

The Model Context Protocol (MCP) is an open standard that enables developers to build secure, two-way connections between data sources and AI models.

🗄️ Databases & Storage

  • Hyperconsciousness - Developer-alpha Rust MCP server for encrypted, append-only knowledge with scoped, expiring grants; MIT licensed, built from source.
  • Postgres - Official read-only and schema-aware database access.
  • SQLite - Local database management and querying.
  • Supabase - Serverless Postgres-based context with edge function support.
  • Neon - Serverless Postgres with branching capabilities.
  • Pinecone - Fast vector-based retrieval for similarity search.
  • MongoDB - Querying and analyzing MongoDB collections.
  • Qdrant - High-performance vector search engine for long-term memory.
  • K2view - Enterprise-grade real-time entity-based data virtualization.

🛠️ Developer Tools & Infrastructure

  • Agent Payment Node - Local macOS CLI and stdio MCP payments with foreground owner approval for signing.
  • GitHub - Repository management, PRs, and issue tracking.
  • GitLab - Full GitLab API integration for projects and CI/CD.
  • Docker - Seamless container and compose stack management.
  • deed.page - Hosted remote MCP server (https://deed.page/mcp) that publishes static HTML files or folders to a public HTTPS URL, then updates or deletes them.
  • Kubernetes - Monitor and manage K8s clusters and pods.
  • KubeStellar Console kc-agent - AI-powered MCP server for multi-cluster Kubernetes management across edge and cloud.
  • Sentry - Retrieve and analyze error logs for debugging.
  • OrkasVideoStudio - MIT-licensed, local-first CLI and MCP toolkit for coding agents to compose and edit videos from editable plan.json timelines.
  • Puppeteer - Browser automation and web scraping.
  • SandBase Harness - MCP bridge for a local-first agent runtime with sandboxed sessions, credentials, approvals, and audit/replay.
  • Sequential Thinking - Advanced reasoning tool for complex problem-solving.

💬 Communication & Workplace

  • BulkPublish - Hosted MCP and API for AI-agent social media planning, review, scheduling, and batch publishing. See the social media content skills and documentation.
  • Discord - Interaction with Discord guilds and channels.
  • Linear - Integration with Linear's issue tracking system.
  • Microsoft 365 - Graph API integration for Outlook, Excel, and Calendar.
  • BulkPublish - Hosted MCP and API for AI-agent social media planning, review, scheduling, and batch publishing. See the social media content skills and documentation.
  • Kleap - No-code website builder MCP (remote https://kleap.co/api/mcp) for creating, editing, and publishing live sites from AI agents.
  • Notion - Real-time access to pages, tasks, and databases.
  • Screenpipe - Search screen text and audio transcripts captured by a running Screenpipe instance through MCP. Source available under the Screenpipe Commercial License; configured cloud services and connected AI clients can send context off-device.
  • Slack - Channel and thread context for team collaboration.

🌐 Search & Web APIs

  • Brave Search - Web search capabilities using the Brave API.
  • Fetch - Convert web page content into LLM-friendly formats.
  • Google Maps - Location search and navigation capabilities.
  • Zapier - Connects AI agents to 6,000+ app automations.
  • Exa - Neural search engine for high-quality web data retrieval.
  • Statsnet - Background check any company in the world: registration, executives, courts and finances. Remote: https://statsnet.co/mcp · Registry: io.github.usenetstate/statsnet
  • Robot Speed - SEO / AI visibility MCP. Free tools at `https://www.robot-speed.com/api/mcp/free`; full remote at `/api/mcp`.

📊 Data & Analytics

  • Invokely MCP connector - Local stdio connector for querying official statistics through Invokely's hosted service.

🤖 AI Frameworks & Orchestrators

  • LangChain - Agent framework with built-in MCP server adapters.
  • LlamaIndex - Context retriever for structured and unstructured data.
  • E2B - Secure cloud sandboxes for executing AI-generated code.

🔗 Aggregators

  • Aident Loadout - Remote MCP (https://aident.ai) connecting Codex, Claude Code, Cursor, ChatGPT and other MCP clients to 1,000+ apps and 400+ Skills through one setup.
  • MCPJungle - A self-hosted registry and proxy for enterprise agents.
  • Composio - Unified interface for connecting 500+ apps.