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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.
Coreason Workspace Env
A headless, opinionated LangGraph DeepAgent platform for building, testing, and deploying zero-trust AI systems as native MCP servers.
Azure Functions
Companion code for the Azure Functions AI blog series — MCP binding extension, self-hosted SDK, and queue-based tool patterns, all verified locally.
Text To Cad
Describe a part in plain English, get a fully editable parametric Fusion 360 model. An LLM emits a validated JSON feature plan against 28 typed CAD endpoints, executed through an…
Openfab MCP
Open-source MCP toolkit for industrial manufacturing workflows — FANUC .LS analysis, STEP/STP CAD inspection, linting, and offline draft generation.
Govbr Apis MCP
MCP server exposing Brazilian government APIs (public, Serpro, Conecta gov.br) through a spec-driven gateway
Finrisk Agent
AI-powered credit scoring with an explainable LangGraph agent, a FastMCP tool server, LightGBM + SHAP, and a live agent-reasoning dashboard.
Obstat
An auditable decision record for agent tool calls. The clearance is written down before the call runs.
Data Engineering MCP Server
Official MCP Python server exposing typed data-engineering tools, resources, prompts, read-only SQL, and synthetic ETL investigations.
Deputy MCP
MCP server that gives AI agents safe, read-only-by-default access to Deputy rosters, timesheets and shifts
AI Workflow Orchestrator
Classifies and prioritises incoming tickets, emails and logs, applies an auditable rules engine, triggers actions safely, and exposes the pipeline to agents over MCP.
Haiplane
Task orchestrator for development with AI agents — a task is not ready without acceptance criteria, and not done until the hub can name the commit that shipped it.
Ganglion
Real-time Windows computer use for AI agents over MCP: screen perception, bounded reflexes, closed-loop motor control, and experimental fly-connectome controllers.
LazyPromotion
Review-first social discovery and visible browser assistant for helpful, transparent open-source replies
Dcc Asset Free Media
Free stock media and motion-template provider skills for DCC-MCP
Boundary Audit
Detects MCP tools hidden from tools/list yet reachable via tools/call; the bundled mock reproduces FAIL and PASS. Actively calls operator-named tools; 11 tests, CI. Does not disco…
Gumi MCP
Servidor MCP local, somente leitura, que expoe um repositorio a agentes de IA sem expor os dados que vivem dentro dele
Trm Colombia
MCP server for Colombia's official USD/COP exchange rate (TRM)
Unsloth Local Agent MCP
Unofficial Windows stdio MCP bridge for delegating Codex tasks to local Unsloth Qwen models with aliases, safe progress, cancellation cleanup, bounded continuation, and single-fli…
Competitive Pricing Agent
Always-on autonomous e-commerce pricing agent on AWS — a 14-tool Amazon Bedrock ReAct agent that senses sales & competitor data, reasons, acts, and learns (epsilon-greedy). Includ…
Finance MCP Server Ko
Finance MCP Server (한국어 버전) — DART(정형 데이터), Toss증권(실행 계층), Telegram(비정형 애널리스트/투자자 의견)을 하나로 합친 MCP 서버
Python Scaffold Pack
Guided Copier template for Python 3.12 with uv, Ruff, ty, FastAPI, agent skills, rules, and MCP integrations.
Soc Triage Agent
Local defensive AI agent that triages synthetic SOC identity alerts (LangGraph + MCP), with a governance-as-code layer - security manifest, control matrix (OWASP LLM Top 10 / MITR…
Multi Tool Assistant
An AI agent built using Python, LangGraph, Groq, FastMCP, and FastAPI. The application uses the Model Context Protocol to dynamically discover and invoke tools based on natural-la…
Wrap
Wrap any REST API into an MCP (Model Context Protocol) server in minutes
Papercheck
A reproducible audit harness for mathematical LaTeX papers: deterministic scanner, schema-validated issue ledgers with mechanical quote verification, and a stage-gated final gate…
Forktime MCP Quickstart
Quickstart & runnable examples (Python + Node.js) for connecting to the Forktime MCP servers — Manage MCP and Book MCP.
Bwt
Production-ready MCP server for Bing Webmaster Tools. Fixed for Claude Desktop & Antigravity (RFC 3339 dates, clean schemas, FastMCP fixes).
Hecras MCP
MCP server that lets Claude run HEC-RAS headless: 19 tools, 126 automated tests, 1D/2D hydraulic models
SafeDataBaseMCP
An MCP server with guardrails on real database infrastructure - SQLite, Postgres, and AWS RDS: every write is gated behind a propose/confirm preview the caller cannot skip, and RD…
GDB AI
Stateful GNU GDB interface for AI agents: MCP and JSON-RPC APIs, Python/TypeScript SDKs, and Linux user-space and kernel debugging.
Service Demo
Evidence-first MCP incident response demo integrating Splunk, a service catalog, and a service desk.
Learning AI FullStack
Documenting a structured path to fullstack development with JS, Python, AI, GenAI, MCP and React.
Data Marketing Engine
A practical demonstration of turning GA4 + Google Search Console data into actionable marketing decisions
Flashbot
Real-time trading co-pilot with WebSocket streaming and live commentary
Aec Outlook MCP
AEC-specialized Outlook MCP with Vision AI, RAG search & OCR
LifeStepsAI
An AI-native task management application designed to transform conventional to-do list systems into intelligent, agentic work tracking solutions
Ansible K8s
MCP server for AI-powered Ansible Kubernetes playbook generation with Docker-based validation
Mozilla AI Protocol Bridge
MCP-ACP Bridge: Protocol interoperability for Mozilla AI ecosystem. By Anivar Aravind.
AI MCP Fastmcp Remote Public
Remote MCP server over HTTP-streamable, resumable transport — multi-user, cloud-deployed, with Gmail/Calendar/Salesforce(JWT)/RAG integrations.
Powerbi Plus
MCP server for building and inspecting Power BI report visuals by editing PBIR files - pages, visuals, layout, formatting, themes, page duplication. Pure filesystem, FastMCP. MIT.
Vibemind V1
VibeMind - a voice-first agentic operating system. Public snapshot of the orchestration and operations layer: brain routing, OpenFang execution boundary, MCP services and domain s…
Symbiosis Brain
MCP memory server for Claude Code: a git-diffable Markdown vault (opens in Obsidian) with hybrid semantic search, a wiki-link graph, and bi-temporal facts — plus hooks that pull c…
Traitprint
Local-first career identity vault. MCP server for AI agents. Open-source, pip-installable, no account required.
Seo Echo MCP
Voice-preserving SEO content MCP server — 16 rule-based tools, 7 languages, no external LLM calls
Agentic Dev CLI
Terminal Base Ui General Agent that have Tools , Memory and Guardrails to inspect and improve with context.
Browserhitch
Local-first browser capability bridge for AI agents (MCP + CLI). Unified profile/identity manager across launch, attach, stealth, and Safari backends. Zero LLM calls.
Donna
An AI executive assistant that books appointments, handles reschedules, and messages clients for service businesses through a multi-agent orchestration system. Named after Donna P…
Igpsport Workouts MCP
MCP server that lets any LLM create, list and delete structured cycling workouts on iGPSPORT (also a standalone CLI).
SkillWatch
Independent, local-only watcher for the AI-skill supply chain: flags bait-and-switch changes in the pages skills and MCP tools reference. Sends nothing anywhere. Python CLI.
Hallucination Suite
A unified suite of MCP suppressors that prevent hallucinations, enforce grounding, and stabilise agent behaviour.