MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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Read-only MCP server for debugging Celery: workers, queue depths, stuck-task diagnosis
MIT -
Read-only MCP server that lets AI diagnose your Python backend: Postgres, Celery, Redis and logs in one call.
MIT -
Production-grade AI kitchen OS featuring Gemini Vision ingredient detection, async Celery queues, Redis caching, serverless Postgres, and Model Context Protocol.
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Production-grade multi-agent RAG system with a self-correcting LangGraph supervisor (Researcher, Synthesizer, Critic), agentic tool calling, hybrid search, and an MCP server. Built with Gemini 2.5 Flash, FastAPI, Next.js 16, Postgres, pgvector, Redis, and Celery.
MIT ★ 3 -
Open-source data quality monitoring: checks across warehouses, lakehouses and object stores, triggered by ADF, Airflow and dbt, with alerting and an MCP server.
MIT -
Karni is an open-source Django + React framework for building with AI coding agents. Your agent writes only your domain. The API, admin, permissions and React screens come from a package you upgrade, not code it rewrites in each project. One rule set covers every coding agent. The build fails when an agent hand-writes what Karni ships.
pypi Apache-2.0 ★ 6