AI导哈

纽约市公共记录MCP服务

Akil MCP 是一个为 AI 代理提供纽约市公共记录访问能力的托管 MCP 服务，支持商业位置核查、房产尽职调查、公共资金追踪、组织核查与空间查询等场景。

  • by AkilVentures
  • 混合部署
  • 更新于
在 GitHub 查看 AkilVentures/akil-mcp

使用说明

Akil MCP - New York City Edition

NYC public records for AI agents.

Akil MCP connects Claude, ChatGPT, Codex, and custom agents to a hosted civic data layer built around real workflows, reusable identifiers, and source-backed public records.

The product is the hosted MCP server. This repository is the public connection home for developers, evaluators, and partner teams who want to understand what Akil can do before connecting an agent.

Connect

There is nothing to install for normal use.

MCP endpoint: https://mcp.askakil.ai/mcp

Client How to connect
Claude Add Akil as a custom connector, paste the MCP URL, and sign in when prompted.
ChatGPT Use connectors where available, add the MCP URL, and complete the Akil authorization flow.
Codex Register Akil as a streamable HTTP MCP server. Developer access can send an API key as a bearer token.
Custom agents Use OAuth for user-authorized sessions or API keys for backend jobs and partner workflows.

Full setup and docs:

What agents can do

Akil is organized around civic workflows rather than a single dataset.

Workflow What the assistant can check
Business location Permits, licenses, inspections, operating context, and location constraints
Property diligence Ownership, tax-lot identity, deeds, sales, permits, violations, and tax records
Public money Awards, payments, contracts, agency budgets, and recipient history
Influence and government Lobbying, campaign finance, legislation, votes, hearings, and officeholder context
Organization checks Nonprofit registries, audits, funding history, compliance records, and aliases
Spatial questions Address, BBL, district, neighborhood, radius, polygon, corridor, and time-windowed queries

Why this exists

A general model can reason. Akil gives it records to reason from.

The useful part is not the number of tools. It is that fragmented public records come back with stable identifiers, source context, and next steps an assistant can actually follow.

Anchor-first design

Akil responses are designed to keep agents oriented around durable civic identifiers:

flowchart LR
  Q["User question"] --> A["Anchor"]
  A --> BBL["BBL / tax lot"]
  A --> EIN["EIN / organization"]
  A --> Agency["Agency"]
  A --> District["District / boundary"]
  A --> License["License / application"]
  A --> Time["Time window"]
  BBL --> R["Source-backed answer"]
  EIN --> R
  Agency --> R
  District --> R
  License --> R
  Time --> R
  • BBL for tax lots, buildings, ownership, permits, sales, tax records, and violations
  • EIN for nonprofits, audits, awards, filings, and organization checks
  • Agency for budgets, contracts, payments, rules, hearings, and payroll context
  • District or other boundaries for place-based questions
  • License and application identifiers for regulated businesses
  • Time window for bounded, usable queries

These anchors let an assistant move from one public record system to another without losing the subject of the question.

Example prompts

I am looking at a storefront lease. What public records should I check before signing?

Who owns this building, and are there recent permits or violations tied to the tax lot?

Show public funding, contracts, and payments tied to this organization.

What changed in this council district over the last year?

Is this restaurant, liquor, tobacco, cannabis, or sidewalk-cafe location worth checking more closely?

See the workflow recipes:

Standards and discovery

For clients, directories, and evaluators that probe machine-readable surfaces:

  • Server Card: https://mcp.askakil.ai/.well-known/mcp/server-card.json (also at /.well-known/mcp.json)
  • OAuth resource metadata: https://mcp.askakil.ai/.well-known/oauth-protected-resource (RFC 9728)
  • Protocol: serves current-era MCP clients (protocol revision 2026-07-28) and 2025-era legacy clients on the same endpoint
  • Health: https://mcp.askakil.ai/health reports version and live tool count
  • Tool behavior: every tool is read-only and non-destructive, declares MCP safety annotations, returns a source-attribution footer, and states plainly when a search is capped or empty
  • Registry manifest: server.json in this repository

What this repository is

This public repository contains:

  • connection metadata
  • setup notes
  • workflow examples
  • public-facing security contact information

It does not contain the hosted server implementation, data pipelines, database schema, private infrastructure, or internal operating documents.

Public surfaces

Security

Please do not post tokens, API keys, private prompts, or sensitive records in GitHub issues. See SECURITY.md for reporting guidance.

About

Akil is built by Akil Ventures, Inc., a Delaware corporation building civic intelligence infrastructure for AI agents.

License

MIT. This public repository documents the hosted MCP server and lightweight connection metadata. The hosted Akil service runs proprietary infrastructure and is not open source.

相关 MCP