architecture-map MCP server

architecture-map MCP server

Enables MCP-compatible AI agents to read and write architecture-map projects and diagrams with per-project access controls via OAuth 2.1/PKCE.

Category
Visit Server

README

Cartogram MCP server

Status: early-stage, active development. Issues and PRs are welcome.

Remote MCP server (Streamable HTTP + OAuth 2.1/PKCE) that lets an MCP-compatible AI agent (e.g. Claude Code) read and write a user's Cartogram projects and diagrams, subject to the same per-project access grants and read/write/admin scopes the user controls from /settings/integrations in the web app.

Production instance: https://mcp.cartogram.andrewpg.me — point any MCP-compatible client at that URL, it self-registers via Dynamic Client Registration (RFC 7591) and walks the OAuth consent screen from there.

Local development

Requires the Supabase backend running — see the sibling cartogram-supabase repo:

supabase start   # from the cartogram-supabase repo

Then, from this repo:

cp .env.example .env
# fill in SUPABASE_URL / SUPABASE_ANON_KEY / SUPABASE_SERVICE_ROLE_KEY
# from `supabase start`'s output, a random MCP_JWT_SIGNING_SECRET, and
# MCP_FRONTEND_URL (where the frontend's OAuth consent screen lives)
npm install
npm run dev

Testing

npm test

Tools exposed

Tool Scope Notes
list_projects read
list_diagrams read returns diagrams no other diagram's childDiagram reaches — the ones a picker/agent needs a direct slug for
get_diagram read
create_project write auto-grants MCP access to the created project; seeds an empty deployment diagram
create_diagram write
update_diagram write optimistic-locking: pass the version from a prior get_diagram call; a mismatch returns { conflict: true }
validate_diagram none dry-run shape validation, no DB write
invite_collaborator admin

Known limitations

  • delete_project and remove_collaborator are intentionally not exposed (destructive, low-value for the "document a repo" flow this is built around — add later if there's real demand).
  • childDiagram slugs are not validated against existing diagrams at write time — a typo creates a dangling reference instead of failing fast.

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured