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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.
Apollo AntiPoison AntiHallucination Research MCP
A zero-cost FastMCP research server for AI agents featuring Dual-Pillar defense: 4-pass anti-poisoning / prompt-injection sanitization & anti-hallucination context budgeting over…
A MCP Runmeter
MCP server for LLM and agent run telemetry: cost, tokens, latency, and reliability observability
Canmcp
Diagnose remote MCP connection failures for AI agents. Python CLI for protocol, TLS and OAuth checks plus ChatGPT/Claude compatibility findings; never executes server tools.
MultiServer MCP LangChain
Multi-server MCP (Model Context Protocol) demo — a LangChain agent dynamically routes queries across independent math and weather MCP servers.
Evidence First Agents
Deterministic readiness and boundary checks for AI-agent projects across skills, MCP, tools, approvals, and handoffs.
Py Ast MCP
MCP server for deep structural analysis of Python via the stdlib ast module - 20 tools for call graphs, radon-compatible complexity, dead code, and protocol conformance
Edit2docs
AI-agent-native document engine: generate & chat-edit DOCX, XLSX, PPTX — Python library / agent tools / MCP server / hosted service. Native editable OOXML incl. real charts. Engli…
Governed Rag MCP
Fail-closed hybrid RAG over MCP with ACL, grounding, and measurable retrieval.
Github Resume Assistant
MCP server that grounds resume advice in your real GitHub activity — finds the gap between your resume's claims and your public work, and prescribes what to build next.
Excel Ops MCP
Excel-focused MCP server + CLI for safe, token-efficient .xlsx work: DuckDB SQL over detected regions, stage→diff→commit writes, and a cross-agent installer (Claude, Codex, Gemini…
Erlik Graph
Link-analysis graph with shared FastAPI + MCP transforms
Singleops MCP
MCP server for the SingleOps Public API (green-industry field service: landscaping, tree care, irrigation, lawn care, sod farms)
Pdfaireader
Local-first semantic PDF reader for Windows and macOS with exact source highlighting and MCP interoperability.
Tasmac MCP
Live liquor stock and MRP for any TASMAC shop in Tamil Nadu. CLI + MCP server over the public API behind tasmac.tn.gov.in.
Operations Context Demo
Read-only MCP context demo with bounded retrieval, source provenance, and conservative publication controls.
A2a Bridge
Bidirectional MCP ↔ A2A bridge — connect any MCP tool server to the A2A agent ecosystem (and vice versa) with one command. The answer to MCP vs A2A is both.
Pickering Lxi MCP
An MCP server that routes signals through Pickering PXI/LXI switching by logical endpoint, with connectivity-graph interlocks and a built-in chassis simulator
Agent Code Intel
Local-first code intelligence for AI coding agents on macOS. One command wires semantic code search (GrepAI + Ollama + Qdrant) and a call-graph index (GitNexus) into Claude Code a…
Dcc Materialx
MaterialX look-development interchange skills for DCC-MCP
Agentic MCP Workflow Automation
Autonomous Multi-Tool Task Automation Agent featuring Anthropic's Model Context Protocol (MCP), Playwright Browser Control, and Human-in-the-Loop (HITL) safety guardrails.
Cendor MCP
Read-only MCP docs server for Cendor — hands AI coding assistants correct call-shapes (npx @cendor/mcp / uvx cendor-mcp / mcp.cendor.ai). Built from sibling docs.
Life Agent MCP
MCP server exposing a personal-assistant REST backend as 38 Claude-ready tools over streamable HTTP. FastMCP proxy pattern: comms, finance, health, home, infra, social, semantic m…
Lab Ops Accelerator
Production AI agent for genetic testing lab exception handling. Features LangGraph orchestration, MCP-based LIMS/EHR integration, RAG protocol retrieval, and HITL review
Project3 MCP Infra Operator
Autonomous Kubernetes remediation agent via MCP. 5 secured tools, 3-layer security (token auth + namespace sandbox + audit log), dual-transport stdio/HTTP, CrewAI + LangChain agno…
Croissant MCP
MCP server over a local En Croissant install, so chess opening prep runs from a conversation instead of the GUI.
Corpus Search MCP
MCP server for search over any folder of markdown, with incremental indexing and a runnable retrieval eval
Linkedin Job Shortlister
Hourly LinkedIn job scraper that reads job descriptions instead of titles, scores each against your CV or Resume, and sends one desktop alert when something's worth applying to. D…
Reliable Adapter
Clean-room Python MCP reference adapter demonstrating a SQLite transactional outbox, idempotency-key forwarding, bounded retries, dead-letter handling, restart recovery, and an in…
Lw Ble MCP
Lightweight BLE MCP server for AI agents — scan, connect, read/write GATT characteristics, and subscribe to notifications for Bluetooth hardware debugging.
Enterprise Patterns
Production-grade patterns for enterprise MCP servers — config, structured errors, validation, observability, and a tool registry.
Memory Lattice
Best AI Memory Layer for Claude Code and MCP Agents in 2026
AutoML For RAG Public
AutoML for RAG — recommends, builds and evaluates custom RAG sub-environments; MCP server + Gradio web UI.
Rozetta
MCP server exposing YouTube transcripts and public statistics as tools. Transcripts need no API key; statistics use the YouTube Data API v3 with local Pacific-time quota tracking.
Bambu Print Prep MCP
Local-first MCP server that lets Claude cut, scale, and repair 3D models, then hand them to Bambu Studio ready to slice
Campaign Preflight
Read-only preflight checks for outbound campaigns—contacts, personalization, suppressions, schedules, sender readiness, and configuration. CLI + MCP.
Google Health Training MCP
Unofficial, local-first Google Health API v4 MCP server for Pixel Watch and Fitbit training, workouts, heart rate, sleep, and recovery
Invoice Auditor Agent
"An AI-powered Batch Invoice Auditor Dashboard built using Streamlit, Gemini 2.5 Flash, and Docker. Deployed successfully on Google Cloud Run for the Kaggle AI Agents Capstone Pro…
Apple Mail Sync MCP
Search, read and reply to every Apple Mail account from Claude. Local MCP server, no credentials, no cloud.
Interninbox
Find internships from your terminal. Scan company job boards (Greenhouse, Lever, Ashby, SmartRecruiters, Workable, Recruitee), community lists, and company career sites for matchi…
Trilium Notecast MCP
MCP server for Trilium Notes — an AI assistant authors and manages typed notes via the ETAPI, with each type's format defined in Trilium itself.
Skillguard CLI
Static security scanner for AI skills, agents, prompts, and MCP instruction files
Catchx
A fraud-detection pipeline on HPE Data Fabric: streams and CSVs through a bronze/silver/gold medallion architecture
Langgraph Weather Telegram
Dual‑mode LangGraph agent with MCP Weather + Telegram tools and Streamlit UI (Flow + Agent Think).
Glama MCP SDK
Glama MCP SDK for Python/FastAPI: secure client + typed API. TLS, timeouts, retries, pooling. Access 5,000+ MCP servers or run as an MCP server. Optimized for www.glama.ai
OpenTaxAI
Open-source AI-native tax automation platform.
Netatmo Weather MCP
AI-powered weather monitoring with predictive analytics for Netatmo weather stations
Sentinel Automation DevAgent
Self-healing dev automation stack (n8n + MCP executor + memory + Qdrant) that runs a command, asks an LLM for a fix, applies a deterministic patch, and retries.
Drug Discovery Agent
AI-powered Drug Discovery Agent built with Groq LLM, LangChain, and FastAPI. Features agent-based reasoning, scientific tools, fact checking, and REST APIs for real-time drug anal…
Multi Platform MCP Kb
Multi-platform knowledge base system with custom MCP servers
Day10 Weather MCP
Weather Intelligence MCP Server - Production-ready weather tools for Claude Desktop. Part of 30-Day RAG & MCP Learning Journey