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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zotero-library-readergithub.com/CollinKe05/zotero-library-readerupdated this year
Read-only Codex skill, CLI, Python API, and MCP server for local Zotero libraries
MIT -
Screenshot anything, instantly — zero-dependency, cross-platform screen capture for humans and agents. CLI, Python library, and MCP server. No Playwright, no browser.
MIT ★ 2 -
metcoregithub.com/hopenmind/metcoreupdated this year
Neural memory diagnostics engine based on the Markov Embedding Theorem (MET). Includes a Python library, a 17-tool Model Context Protocol (MCP) server for LLMs, and a cross-platform desktop GUI.
NOASSERTION -
Official Python client for the esportsodds.gg CS2 data API, with an MCP server for AI assistants. Standard library only.
MIT -
A MCP server for Microsoft Word documents using the python-docx library
★ 7 -
Python library for integrating the Alation API into agentic workflows
Apache-2.0 ★ 18 -
MCP server and Python library for Surfline's public forecast API
MIT -
Python and R client libraries built from OpenAPI JSON spec from Data Catalog API
Apache-2.0 ★ 1 -
Audit trails for AI agent workflows, with an MCP server, Python library, and quantum-inspired optimizer.
Apache-2.0 -
paper-searchgithub.com/its-antony/paper-searchupdated this year
Academic paper search service with 20+ sources, usable as a Python library or MCP server
MIT ★ 1 -
Unofficial MyFigureCollection.net API — Python library + local MCP server. curl_cffi transport that actually gets past Cloudflare.
MIT ★ 5 -
Meta Ad Library spend API: estimated ad spend, reach and top landing pages for Facebook and Instagram ads. MCP server, Claude Code and Codex plugin, Python and TypeScript clients.
MIT -
Free trending topics aggregator — 20 sources, zero auth. CLI + Python library + MCP Server.
MIT ★ 66 -
prolog-reasonergithub.com/rikarazome/prolog-reasonerupdated this year
SWI-Prolog as a logic calculator for LLMs — MCP server and Python library
MIT ★ 12 -
Unofficial AmiAmi API — Python library + local MCP server for Japan's largest hobby retailer. Live prices, stock and JAN barcodes.
NOASSERTION ★ 1 -
mcp-crawl4aigithub.com/wyattowalsh/mcp-crawl4aiupdated this year
MCP (Model Context Protocol) server wrapping Crawl4AI library as functions using Python
MIT -
mcp-doc-searchgithub.com/OtmanGX/mcp-doc-searchupdated this year
A high-performance Model Context Protocol (MCP) server built with Python, designed to fetch and convert official library documentation into clean, LLM-friendly Markdown.
MIT ★ 1 -
agentspoolgithub.com/fbratten/agentspoolupdated this year
Python library and MCP server for N-to-N inter-agent communication and coordination, with SQLite-backed message spooling and HTTP relay.
MIT -
Independent Codex MCP server for Claude Code: persistent sessions, CLI compatibility checks, and pinned runtime fallback. Python standard library only.
MIT ★ 3 -
Local control of TP-Link Deco mesh routers (no cloud, no app): Python library, CLI and MCP server for Claude
MIT ★ 1 -
trawlgithub.com/bbulb/trawlupdated this year
Selective web content extraction for AI agents — URL + query returns only the chunks that matter (Python library + MCP server)
MIT ★ 3 -
A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration.
MIT ★ 41 -
API time machine for Python libraries: tells coding agents what changed, in which release, and what to use instead. Local-first MCP server.
pypi MIT -
Fast Lean 4 proof feedback for coding agents. CLI, Python library, and MCP server with warm LeanInteract sessions and cached env reuse.
MIT ★ 7 -
epistemic-foraginggithub.com/IlkhamFY/epistemic-foragingupdated this year
Make any AI agent an epistemic forager: scholarly source discovery, verified evidence pins, uncertainty-aware research briefs. MCP server + CLI + Python library, zero dependencies.
Apache-2.0 ★ 2 -
Unofficial typed Python client for the official LinkedIn Marketing API (Ads, Reporting, Ad Library, Lead Sync, Conversions, Audiences, Pages) with dry-run-by-default writes and an optional MCP server.
MIT -
Check citations for retractions, corrections, and expressions of concern via Crossref -- Python CLI/library, MCP server, and GitHub Action sharing one empirically-verified detection algorithm.
MIT ★ 1 -
Drive SolidWorks from Python / CLI / MCP: early-binding modeling, GB material library, assembly mates, exact interference, and GB-standard drawings - verified at every step.
MIT ★ 16 -
Free, maintained Python library + CLI for Google Trends: trending now, plus keyword interest over time, related queries & interest by region. A modern pytrends alternative.
MIT ★ 65 -
State machine dispatch server for AI agent workflows. Typed YAML specs, MCP server (stratum-mcp), and Python library (stratum-py) — postconditions, retries, gates, and auditable execution traces for Claude Code and Codex.
NOASSERTION ★ 2 -
MCP server that exposes your PlayStation Network gaming history — playtime, trophies, purchased library — so an AI assistant can recommend games from your real data. Python, no official PSN API required.
MIT ★ 2 -
Generate long-form multi-speaker audio from YAML using Google Cloud high quality TTS models (incl. EU ML Processing!). Python library with CLI, FastMCP, and ADK adapters; async jobs so agents don’t block on synthesis.
Apache-2.0 -
Search Apple Music and manage your library and playlists from your favorite AI client. Runs locally on your Mac with Python and FastMCP.
MIT -
Free local leak report and MCP server for Claude Code settings files, inline passwords, keys, home paths and e-mails. Python standard library only.
MIT -
Standard VAT rate in every EU member state on any date since 2016. Zero-dependency libraries for Node, Python and Java, plus an MCP server. Every rate change cites its source.
MIT -
A Python library of constrained and experimental writing procedures — Oulipo and beyond — where every procedure pairs a generator with a validator that scores its own output. 158 catalogued, 124 implemented and validated. Python API, CLI and MCP server; English, German, French.
Apache-2.0 -
Playlist curation for Spotify, by asking an AI agent: a Python library, CLI, and MCP server, and a browser app with a local LLM. Independent; not affiliated with Spotify.
MIT -
Reads a payment gateway error and tells you the likely cause, what to check next, and whether a retry is safe. Decline codes, TLS, timeouts, parse and signature errors. CLI, Python library, and MCP server. No dependencies.
MIT -
startup-valuationgithub.com/simonplmak-cloud/startup-valuationupdated this year
Comprehensive startup valuation library implementing 80+ formulas from the Startup Valuation textbook. Includes Python library, MCP server, and AI-Agent Skills.
pypi MIT -
claude-holo-unrealgithub.com/ethanke/claude-holo-unrealupdated this year
Unreal Engine copilot for Claude Code — CLI + MCP server + skills + Python library. Drives the running UE editor via PythonScriptPlugin, falls back to H Company Holo3 vision grounding for Slate-only UI. Windows, MIT.
MIT ★ 1 -
Python library and MCP server that lets an AI agent draw diagrams and charts as SVG, and check them for overlapping text, arrows through boxes and text that spills, before showing them.
MIT -
Rust/Python MIT chess library: rules, facts, explanations, PGN, opening books and names, UCI client, and an MCP server over it; one API, Chess960 throughout.
MIT -
Open-source Python library for 73 API connectors — Gmail, Slack, GitHub, Stripe, OpenAI, Anthropic & more. MCP server, OpenAI function calling, Anthropic tool use. 1,519 actions, 11 live-verified. Apache 2.0.
Apache-2.0 ★ 6 -
Python CLI and library that splits a request across AI agents, runs the tasks on any model (Ollama, OpenAI-compatible, Anthropic), and keeps a hash-chained ledger you can verify and replay.
NOASSERTION ★ 4 -
AI-agent-native low cycle fatigue strain-life analysis. Python library plus MCP server: reduce strain-controlled test data, fit Basquin, Coffin-Manson, and Ramberg-Osgood models, predict life with mean-stress corrections, and save results for recall.
MIT -
indiemlactive
A Python integration library for the IndieML Substance API.
pypi -
bear-mcpgithub.com/zmainen/bear-mcpupdated this year
MCP server + Python library for Bear Notes on macOS
MIT -
mcp-device-datetimegithub.com/vulpicastor/mcp-device-datetimeupdated this year
Simple date and time MCP server depending only on the Python standard library
MIT ★ 6 -
myfigurecollection-apigithub.com/ssskay/myfigurecollection-apiupdated this year
Unofficial MyFigureCollection.net API — Python library and local MCP server
pypi MIT -
Python Library and MCP server enabling agents to control and communicate with Tmux sessions
MIT ★ 2 -
Free, open-source Python library for Google Trends data: trending now, keyword interest over time, related queries, interest by region, 2-5-keyword comparison and YouTube/News/Images/Shopping interest. A maintained pytrends alternative with a pytrends-compatible TrendReq, a CLI and an MCP server for AI agents.
pypi MIT -
scitexgithub.com/ywatanabe1989/scitex-pythonupdated this year
A comprehensive Python library for scientific computing and data analysis
pypi AGPL-3.0-only -
polyglot-gpugithub.com/mcp-tool-shop-org/py-polyglotupdated this year
Local GPU translation Python library + MCP server — TranslateGemma via Ollama, 57 languages, zero cloud dependency
pypi MIT -
Multilingual decision engine for intents you describe in plain words, no training examples. It picks the matching intent, with a margin that flags doubtful answers; R2Intent v1 also answers yes or no (beta), with probabilities. About 26 ms per message on a GPU (compiled). Python, HTTP or MCP, self-hosted. Library Apache-2.0; models CC BY-NC 4.0.
Apache-2.0 ★ 1 -
Scrapling is an undetectable, powerful, flexible, high-performance Python library that makes Web Scraping easy again! In an internet filled with complications,
pypi BSD -
MCPServer is a Python-based server that leverages Alibaba's FunASR library to provide speech processing services through the FastMCP framework.
MIT ★ 3 -
An open-source MCP server and Python library that wraps Facebook IDB to control iOS simulators for automation. Built by AskUI.
MIT ★ 11 -
High-speed shared semantic & hybrid memory layer for AI agents — MCP server, CLI, and Python library
pypi MIT -
yahoo-finance-mcp-servergithub.com/JAIS0N/yahoo-finance-mcp-serverupdated this year
A custom Model Context Protocol (MCP) server that integrates Claude Desktop with live Yahoo Finance stock market data using the yfinance Python library.
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apudgithub.com/cadeos/apudactive
IIIF-grounded, citable vision for historical documents: region crops for VLMs, W3C annotations out. Python library + MCP server.
Apache-2.0