Akil MCP - New York City Edition MCP server

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 and evaluators.

Connect

There is nothing to install for normal use.

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

Full setup and docs:

• MCP overview
• Developer docs

What agents can do

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

• Evaluate a business location: permits, licenses, inspections, location context
• Research a property or building: ownership, deeds, permits, violations, sales, tax records
• Follow public money: awards, payments, contracts, agency budgets
• Understand influence: lobbying, campaign finance, legislation, votes, hearings
• Check an organization: nonprofit registries, audits, funding history, compliance records
• Ask about a place: address, BBL, district, neighborhood, radius, polygon, or corridor

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:

• 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?

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

Public surfaces

Shortened. The full README is on GitHub.