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MCP servers tagged python
10K live MCP servers tagged "python", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with python.
Vibemap
Spatial memory for AI agents. Query what agents observed at any location on Earth. 12 global anchors, provenance-labeled observations, MCP server included. Zero API key required.
Google Ads MCP Coolify
Self-hosted Google Ads MCP server for Coolify, Docker, and any VPS. Streamable HTTP transport with OAuth 2.0 — connects Claude Code, Cursor, and any MCP client to the Google Ads A…
Aetherx Oracle
Python SDK for the Aether-X Port Congestion Oracle API - predictive port congestion signals (sync + async)
Trclient
Unofficial Trade Republic API client and local MCP server: web login, portfolio, market data, documents and orders with guardrails. Not affiliated with Trade Republic.
Conform
Does your MCP server actually follow the spec, or does it just look like it does? mcp-conform runs a real client against it and catches what breaks — proven by catching every viol…
Forwarding
↪ Where the pulled liquidity went — follow the wallet behind a large LP removal across every pool and chain, keyless, live, from CoinMarketCap's DEX API. AI agent + MCP server.
Crawl4tools
Web crawler for Open WebUI and MCP clients, plus a download CLI: pages as Markdown, HTML, PDF or screenshots, built on crawl4ai
Loci Local
Loci (忆宫) — a memory palace your agents share. Zero dependencies, one SQLite file, 100% local. A local-first MCP memory hub shared by all your AI agents.
Shortcut Pad MCP
Local MCP server for the Shortcut Pad launcher — list and launch Windows utilities by name, allowlist-enforced
Wikipeatia MCP
MCP server for WikiPeatia - Ray Peat wiki + full corpus search (articles, books, interviews, newsletters). Full-text, semantic and LLM-powered research tools for any MCP client.
Reality
Open-source operations core for AI agents: orders, stock, deliveries, invoices and money in one journal, each record kept exactly as the source sent it — so any number opens back…
Linkedin MCP Analyzer
Agentic MCP pipeline that transforms LinkedIn saved jobs into structured career intelligence. Deterministic EROI scoring engine with skill gap analysis, golden-rule weighting, and…
Sqlproctor
Deterministic semantic verification for agent-generated SQL.
Dawmcp
A comprehensive MCP for all Digital Audio Workstations (DAWs).
OpenBB ODP
Open Data Platform for analysts, quants and AI agents.
Alpaca MCP Options Agent
Autonomous options engine built for the Alpaca AI Trading Agents Hackathon. Features a hybrid FastMCP v2.3 + alpaca-py pipeline, real-time quote pricing, Black-Scholes Greeks, and…
Arkleon Python
Point-in-time SEC EDGAR fundamentals: filing-dated XBRL facts as they were on any past date. Keyless Python client and API.
Agtmem
Long-term memory for coding agents that you own: Markdown on disk, a disposable SQLite index, zero runtime dependencies.
Honest Nfz MCP
Local MCP server for Polish NFZ waiting lists and medical service dictionary
Reprolith
Auto-reproduction & certification engine for the computational biomedical modeling literature — rebuild the model, re-run it, certify whether it reproduces its own results.
Claude Workman
Computer use for Linux as an MCP server — an AI assistant sees the screen, reads the accessibility tree, then clicks and types. Works with Claude, Claude Code, and any MCP client.
Daisy Search
An AI-orchestrated OSINT research engine. MCP server for Claude Code/Desktop: immutable sourced facts, fetch audit, Neo4j identity graph, Postgres brain.
Lucid Lineage GraphRAG MCP
A personal PoC exploring GraphRAG design patterns: combining LangChain orchestration, Neo4j knowledge graphs, and an integrated MCP server to analyse simulated data lineage and co…
Agent Mesh Core
MCP coordination server for multi-agent (Claude Code, Codex, Ollama) task handoff, locking, and messaging over Tailscale
Sjtu Canvas Assistant
Local Python CLI and MCP server for SJTU Canvas course files, submissions, videos, subtitles, and PPT assets
MemoryD
Portable virtual memory for AI agents: MCP-native, local-first, scoped, and evidence-backed.
Product Search Ranking Agent
A Product Search & Ranking Agent built with FastMCP delivers transparent product recommendations. It searches catalogs, filters unavailable items, and ranks matches by relevance,…
Mcpwith Codemode Cc
EDU AI LAB: codemode - new way how LLM can exec code inside MCP srv (Contrast & Compare old ways)
Cvuex MCP
Servidor MCP para consultar el Campus Virtual de la Universidad de Extremadura (CVUEx) desde tu asistente de IA preferido.
Protocol Resurrection Machine
Next-generation meta-programming system that transforms declarative YAML specs into type-safe network protocol implementations, MCP tools, and interactive web workbenches.
AI Flight Agent
Conversational flight agent: a local qwen2.5:7b picks a tool, MCP carries the call over stdio to query_flights / buy_ticket / check_in, and those drive a .NET airline API behind a…
Trends Agent Autogen
AutoGen tools for live trend data: Google, YouTube, TikTok, Reddit, Amazon, news, App Store, Steam, npm and more. Free tier.
Deployment Patterns
Deployment patterns and operational best practices for running MCP servers safely in production.
Fraudgraph
Agentic fraud investigation on TigerGraph: takes a bank alert, investigates it across a 590,742-transaction graph, decides what kind of fraud it is and how far it goes, and recomm…
Raynet MCP
MCP server exposing the Raynet CRM REST API to an LLM agent over stdio
Spotify Dj
Spotify DJ MCP server: real DJ metadata plus full playlist control, staged writes, live-tested
Threat Detection Lab
Agent exposure review ("what changes if I add this tool to my agent?"), a deterministic detection-boundary harness, and a CTI pipeline. Public data only; every figure measured.
Agent Ingenierie Inverse
AI agent that rebuilds 3D CAD solids from 2D technical drawings: a vision model extracts geometric primitives, CadQuery code is generated and run in a sandbox, and the result is c…
Lashing
MCP server that lets AI agents book and track container shipments through the DCSA open standards, with every write validated, authorized and logged.
Nexus MCP Enterprise Gateway
Enterprise Model Context Protocol (MCP) server mesh, execution sandbox & observability gateway.
Fastmcp Fleet
Local-first FastMCP platform: 160+ mock MCP servers with fixture-backed responses, per-server SQLite state, and a central gateway. Deterministic for offline agent trajectory testi…
AI Self Healing App
AI self-healing system: detects runtime, silent and CI failures, fixes them via Claude + MCP, opens PRs with regression tests
Blender Bridge
Connect AI web chats and MCP agents to Blender. Python execution, scene inspection, visual feedback, and native scene undo.
Drift Check
Zero-execution MCP security preflight + GitHub Action. Detect mutable package references before AI agents run them. Try any public repo in the browser.
Bedrock Agent
本地优先AI Agent运行时：能力分组工具+MCP+审批门
Local Semantics
An MCP server exposing local embedding tools - semantic search, comparison, clustering and zero-shot classification - so an agent can call them in a loop without an API round trip…
Small Model Agents
Reliable multi-agent tool calling on a small model, by giving the model less to decide. Tiered routing, schema-validated decisions, graceful tool degradation, MCP server.
RFDRepoMan
MCP server that gives AI agents scoped git and GitHub operations (fetch, commit, branch, merge, pull requests) with explicit confirmation flags and a policy gate on merges. Python…
Session Share
Servidor MCP que conecta agentes de IA em contas/máquinas diferentes — rooms, protocolo 1:1, defesa anti prompt-injection e cowork autônomo (autoloop). Agnóstico de cliente MCP.
Ultimate Travel Agent
Open-source multi-agent travel planning toolkit with Skills, MCP, local-first data, itinerary validation, budget planning and optional travel integrations.