Ariadne (whyy9527) MCP Server

Cross-service API dependency graph for Spring Boot + TypeScript microservice stacks. MCP stdio server for AI coding assistants (Claude Code, Cursor, Windsurf), with a CLI twin. Local SQLite + TF-IDF.

People who work with code navigation, developer tools and microservices and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-07-13 · ★ 3 · #176 OF 278 MAINTAINED API INTEGRATION · VERIFIED 2026-09-18

MIT · Python servers · how we verify → /methodology

01 · Install Ariadne (whyy9527)

Claude Code

claude mcp add whyy9527-ariadne -- uvx ariadne-mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "whyy9527-ariadne": {
      "command": "uvx",
      "args": [
        "ariadne-mcp"
      ]
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

license MIT - declared in the repository

pypi package ariadne-mcp - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.whyy9527 is GitHub-verified and matches the repo owner

03 · What Ariadne (whyy9527) can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v0.1.3 · 2026-07-11

Highlights · Adds FastAPI route and client-chain discovery. · Expands the public benchmark across REST, GraphQL, Kafka, TypeScript HTTP, and FastAPI stacks. · Ships deterministic local token scoring with no model or…

v0.1.2 · 2026-07-10

Add GitHub Actions CI workflow · Fix rescan config handling and query accuracy · New Contributors · @devin-ai-integration[bot] made their first contribution in · @whyy9527 made their first contribution in

v0.1.1 · 2026-04-18

Install · \\\bash · pip install ariadne-mcp · ariadne-mcp demo · \\\ · What's new · \ariadne-mcp demo [hint]\ - zero-config end-to-end demo. Clones \spring-petclinic-microservices\ into \~/.cache/ariadne-mcp/demo\…

04 · Who maintains Ariadne (whyy9527)

Ariadne is maintained by whyy9527. It's the only MCP server we track from this author; the repo dates to Apr 2026.

05 · Facts

repository: github.com/whyy9527/ariadne
category: API integration - ranked #176 of 278 actively-maintained API integration servers as of 2026-09-18.
release cadence: 2 releases in the last 90 days (latest 2026-07-11)
registry: io.github.whyy9527/ariadne (active, first published 2026-07-11)
packages: pypi:ariadne-mcp

06 · Ariadne (whyy9527) FAQ

What is Ariadne (whyy9527)?

Cross-service API dependency graph for Spring Boot + TypeScript microservice stacks. MCP stdio server for AI coding assistants (Claude Code, Cursor, Windsurf), with a CLI twin. Local SQLite + TF-IDF.

Is Ariadne (whyy9527) still maintained?

Yes - as of 2026-09-18, its last commit was 2026-07-13 and it shipped 2 releases in the last 90 days. We re-verify nightly.

How do I install Ariadne (whyy9527)?

Run `uvx ariadne-mcp`. You can also paste the ready-made client config above.

Does Ariadne (whyy9527) run locally?

Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to Ariadne (whyy9527)

Alternatives to Ariadne (whyy9527)

Maintained API integration servers if Ariadne (whyy9527) isn't the fit.

More API integration MCP servers · One · Fast News MCP · Matplotlibnet · Caddy MCP Server · Fetch MCP Server

More Python MCP servers · Visual Torch · Auto TS · Server Ros 2 · Monumenten · Legal Data Hunter · see all