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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.
SQL Agent
MCP server that gives Claude/Cursor a governed connection to your databases: builds a knowledge graph per DB (foreign keys, embeddings, glossary, query memory), hands the model on…
G4 Base MCP
Minimal, extensible Model Context Protocol (MCP) server implementations across languages — tool-first, JSON-RPC based, VS Code Agent and n8n compatible, with streaming support.
Agentspool
Python library and MCP server for N-to-N inter-agent communication and coordination, with SQLite-backed message spooling and HTTP relay.
Marketsmith
MCP server for prediction markets — give your AI agent an edge: search, odds, fee-adjusted arbitrage, EV & Kelly. Kalshi + Polymarket. By Viprasol Tech.
Adversa
LLM red-team harness — OWASP LLM Top 10 + MITRE ATLAS attack packs
WhyJarv
Personal voice assistant racing Groq LLaMA 70B vs Gemini Flash in parallel — fastest reply wins, <300ms. Claude CLI executes real Mac actions via MCP. SQLite TF-IDF memory. Wake w…
Sample Agentic Tax Calculator
Multi-agent AI starter kit for deterministic tax computation using Amazon Bedrock AgentCore, LangGraph, and MCP
Control Tower Lite
Minimal multi-agent coordination for Claude Code. 11 tools, 5 tables, full security. Python stdlib only.
Rigforge
Catch your AI coding agent when it lies about "done." Cryptographically signed ProofPackets make agent output re-verifiable — MCP + OpenTelemetry, MIT.
Bridge DB
SQLite-backed MCP server giving AI coding agents a shared-state bus — context sections, handoffs, activity, and FTS5 recall across Claude Code, Codex, and Claude.ai.
Sl Dbg
sl-dbg — stateless, JSON-first command-line debugger with embedded daemon + MCP server (Python/Go/Java). Apache-2.0.
Truthexpiry
Slack agent that verifies claims with RTS + lifecycle evidence. LLM extracts; deterministic code labels CURRENT/SUPERSEDED/CONFLICTING/UNVERIFIED. Similarity is not validity.
Team SMC
Nepal Tourism MCP: Locally contributed tourism information available world wide. Through this platform any user can add their own places, accomodation, hidden gems, transportation…
Slack Incident Agent
ContextOps is an AI-powered DevOps teammate inside Slack that investigates production incidents, gathers AWS logs, suggests fixes, and generates reports.
Ig Latam MCP
MCP para automatizar y crecer en Instagram desde Claude Code — 100% Graph API oficial, gratis y open source, para creadores LATAM
Tokenslim MCP
MCP server exposing tokenslim_compress / tokenslim_retrieve / tokenslim_stats tools.
Pdf Context
Drop PDFs into a folder, run ingest, then let Cursor or any AI client query them through stdio MCP.
Autonomous Trading
Morning stock trading routine driven by Claude Code reasoning
Aula Virtual MCP
MCP server for Blackboard Learn: browse courses, grades, assignments, and download files from Claude
Cycles Client Python
Python SDK for Cycles — reserve, commit, release budget and risk for AI agents
CRT GroundCheck SSE
CORE/Aether — epistemic governance for AI agents. Belief substrate with trust math, contradiction detection, and a measured belief/speech gap. The model is the mouth; the substrat…
Aitsm
Minimal GenAI-native ITSM built with FastAPI
Agent Circuit Breaker
Stop runaway agents before they stop your wallet.
LLM Hub
Self-hosted hub for local & cloud LLMs. Unifies Ollama, Anthropic, Google & OpenAI behind one OpenAI-compatible gateway. Features an MCP server generator, Anthropic skills manager…
Warehouseops AI
Multi-agent warehouse operations assistant — LangGraph planner, MCP tools, forecasting and document extraction, running on free open-source infrastructure
Claude Code Configurator
A web UI to manage your Claude Code configuration (~/.claude/) — edit CLAUDE.md, memory, skills, agents, tools, and MCP servers, with git history, AI-assisted editing, interact…
Company Public Info Scraper
Company website & social media finder — Apify Actor for lead enrichment and AI agents
Vacancy Radar
A local-first job application tracker. A markdown vault is the source of truth; a derived LanceDB index provides hybrid BM25 + vector search; an MCP server exposes read/write tool…
Schema Driven Policy Workflow Agent
Deterministic pre-execution governance layer for agentic workflow actions using schema contracts, MCP, HITL, ADK-style orchestration, and evaluation cases.
FrameworkIA
A framework combining Spec-Driven Development, persistent memory, and an MCP server for working with AI coding assistants.
Deepeval Agent Demo
AI Agent Evaluation POC — DeepEval with LangChain agents, RAG pipelines, multi-turn chatbots & safety evals
Citation Knowledge Agent
Agent that builds a citation knowledge graph from a seed arXiv paper -- discovers references via OpenAlex, classifies them (foundation/baseline/other) with Gemini, and answers que…
Docqa Server
MCP server for document Q&A — the retrieval half of RAG as reusable infrastructure: semantic search over pgvector/SQLite, OpenAI or keyless embeddings, PubMed ingestion, recall-ga…
Shesh Ecosystem
Federated, local-first AI body for CachyOS/Hyprland — orchestrator, manifests, gates, 23 components
Kakaotalk Local MCP
Privacy-first, fail-closed local KakaoTalk bridge for MCP on Windows
Google Flow Suite
Unified Production-Grade Google Flow Automation Suite (Nano Banana 2 & Omni Flash / Veo 3.1) with Chrome MV3 Bridge, Playwright CDP, FastMCP & CLI
Codeguard Rag MCP
Evidence-grounded Python defect and vulnerability diagnosis with Hybrid RAG, MCP, ChromaDB, BM25, and RRF.
AI Music Agent
AI-original music catalog agent with strict multidimensional matching, REST, MCP, Function Calling, and Web Demo
Edidoctor
Claude Code MCP server for editing Instagram reels — typed EDL, proxy/final ffmpeg render, silence cutting, Whisper captions. 13 voice-mapped tools.
Scoped Memory
Local-first project memory and compact engineering IR for Codex and DeepSeek Harness
Math Anchor
Math Anchor — safe exact and scientific math, units, and dimensional analysis for humans and Agents (macOS + MCP/Codex plugin)
Commerce Data Platform
Assembles the operational context a business question needs — and names what is missing. PostgreSQL, Context Engine, FastAPI/MCP, React inspector.
PRVerdict
PR readiness gate that scores pull requests against six criteria using live GitHub and PagerDuty data via MCP
Mainsheet
An agents runtime. Define an agent in one file, run it governed, prove what it did. A policy gate decides before every tool call in code the model never sees; budgets cap cost and…
Novaops Company Brain
Permission-aware AI workflows for onboarding, IT access, vendor intake, and renewals. Python, MCP, Bedrock, durable approvals, and evaluation.
M365 Secure MCP
Policy-bound Microsoft Graph MCP server for Codex, Claude Code, and other MCP clients
Wechat Archive Harness
Privacy-first WeChat archive MCP plugin and Agent Skill for DeepSeek Harness | 本地优先、默认拒绝危险状态的微信归档插件
Langgraph Multi Agent Crawler
Multi-agent web harvesting on LangGraph's Supervisor pattern: 9 specialist agents, deterministic-first pipeline where the LLM is an enhancer, never a dependency — run-level circui…
X Public Post
只读 MCP：给 Agent 一个 get_post(url)，读一条公开 X 帖。默认无 Cookie。
Provtrail
Append-only, hash-chained ledger for recording the sources used in LLM-assisted research