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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.

10K
live servers
36
avg trust
143K
most stars
6101

Funnel Analytics Agent

Daily founder brief + real-time launch-day alerts. 9 sources (Vercel, GitHub, Reddit, HN, ProductHunt, ...). Anomaly detection. pip · MCP · MIT.

34
6102

Dokumen Pintar

Universal MCP server for document CRUD across formats (TXT, JSON, YAML, CSV, XML, DOCX, XLSX, PPTX, PDF) — with versioning, sandboxed multi-root workspace, full-text search, batch…

34
6103

AI Longterm Wiki Memory ClaudeCode

Persistent semantic memory for Claude Code. Three-layer wiki + LanceDB vectors, hooks, self-healing lint, knowledge graph. Native MCP integration.

34
6104

Dartlens MCP

Claude MCP server for Korean DART filings, financial statements, ownership disclosures, and insider trades.

34
6105

Agentic Experiments

Hypothesis-first experiment tracking for agent-driven ML research, wired into Claude Code.

34
6106

Cve Intel

Multi-source CVE Intelligence MCP Server — combines NVD, CISA KEV, and EPSS for AI-powered vulnerability analysis

34
6107

Nft Log Analyzer

AI-powered log analysis MCP server — 100% local via Ollama, auto-files GitHub Issues

34
6108

Omegaprompt

The overfit gate for your prompts: re-test the winning prompt on held-out examples it never tuned on, and block the ship if it doesn't generalize. Sits on top of promptfoo/DSPy. C…

34
6109

Dualrole Pipeline

Autonomous Dual-Role MCP Server: Enterprise Code Auditor & System Architect powered by Local LLMs (LM Studio) with AST Guard & Discord Observability.

34
6110

Baibai

代码、程序、工作流的 Vibe Coding 开发仓库

34
6111

Playwright Web Fetcher

Deploy a real browser to the cloud. AI-agent ready web fetching API — bypass Cloudflare, get clean content, persist sessions. curl-friendly, self-hosted, Docker-ready.

34
6112

Ketos Bot

Local-first visual builder and runtime for AI workflows. Features React flow canvas, Python/FastAPI execution engine, ketoskit component SDK, and MCP server for AI coding agents.

34
6113

Trailmem

Local-first, graph-linked persistent memory for AI coding agents — MCP server + CLI. SQLite knowledge graph, typed edges, 4-band dedup, once-per-session briefings, no telemetry.

34
6114

Freebox CLI

Pilotez votre Freebox Ultra depuis le terminal : application interactive, CLI complète, serveur MCP pour agents IA. La commande s'appelle `fbx`

34
6115

Toolsmell

Lint an MCP server's tool descriptions and JSON schemas for smells that make agents use the tools worse.

34
6116

Hospitality Multi Agent Architecture

Multi-agent AI system for hotel operations: F&B forecasting, guest memory, environmental risk. MCP-native, FastAPI, WhatsApp delivery, evals as CI merge gates.

34
6117

Stalin

☭ Turn any website into a self-healing, typed JSON API — even parameterized lookups (GET /v1/x?q=…). Local-first, MCP-native. Your scraper never breaks.

34
6118

Create Hayate

Scaffold tested Hayate API, Cloudflare Workers, and MCP 2026-07-28 projects

34
6119

GPT MCPtool

Source-only monorepo for local-first MCP tools and a Windows runtime control center with explicit security and data boundaries.

34
6120

Repogent

Safe, reviewable Python repository changes with explicit approvals and deterministic validation.

34
6121

End To End Agentic AI Workflow For QA Automation Testing With Playwright MCP

The framework validates the complete SauceDemo checkout workflow: - User Login - Product Selection - Shopping Cart - Checkout Information - Checkout Overview - Order Completion -…

34
6122

Despezzas MCP

MCP open-source e não oficial para dados financeiros do Despezzas, em Python/FastMCP, com deploy no Prefect Horizon.

34
6123

Nvd MCP

:robot: MCP server exposing NVD, EPSS, and CISA KEV vulnerability data as tools for LLM agents — query and prioritize CVEs offline via a synced SQLite database

34
6124

Comunio MCP

An MCP (Model Context Protocol) server for Comunio, the online football fantasy manager.

34
6125

Wayback Markdown

Let your AI agents browse the Wayback Machine in clean Markdown — an MCP server and CLI.

34
6126

Weaver MCP

泛微 E10 OA MCP 服务 - 连接泛微 OA 查询程序修改流程

34
6127

Mutual Funds Groww MCP

Connect AI assistants to Groww's live API using this custom MCP server to run real-time mutual fund filters, manager profiling, risk metrics, and portfolio diagnostics.

34
6128

AI Approval Queue

Personal assistant add-on scans sources (email, texts, finance, etc) and recommends a queue of cards with scripted follow-up actions.

34
6129

Sophos Firewall MCP

Model Context Protocol (MCP) server for Sophos Firewall (SFOS) appliances with fastembed semantic tool routing and IBM ContextForge Gateway support.

34
6130

AutoPhaseAnalysis

Automated XRD phase identification and Rietveld refinement — a dara tree search explores phase combinations and BGMN-refines each one, no manual peak matching. Ranked solutions wi…

34
6131

Md To Docx

The open-source document compiler for the AI era. Markdown & AI output → professional DOCX — locally, with presets, MCP, CLI, and browser extension. No API keys.

34
6132

Promptlint

The developer toolkit for testing, analyzing, optimizing, and versioning AI prompts. (CLI, LSP, MCP Server, VS Code)

34
6133

Bankfile

One schema for MT940 and OFX/QFX, with the bank deviations that break other parsers written down. Python library, CLI and local MCP server.

34
6134

Shelfmark

Local hybrid retrieval (BM25 + embeddings) for agent memory & code, in one SQLite file. No cloud, no services. MCP server included for Claude Code and other agents.

34
6135

Servicenow Claude MCP Bridge

Two-way agentic integration between ServiceNow and Claude over MCP, with a dashboard that replays the agent's reasoning step by step.

34
6136

Humanread Agent Kit

Open-source MCP server and agent skill for AI novel writing, Markdown/HTML formatting, review, translation, and publishing on Humanread

34
6137

Octopus Energy Copilot

BHazel

Tools and AI for working with data from Octopus Energy.

updated a year ago
34
6138

Semantic Search Project

Deliver fast, scalable semantic search using vector embeddings and cluster-aware caching for efficient, context-based text retrieval.

34
6139

TitanicAIAnalysis

oopslab-fyi

MCP Server para análisis de datos sobre dataset del Titanic

updated a year ago
34
6140

McpPADEX

VolumeFi

MCP server enabling AI agents to trade autonomously on Paloma DEX across 7 EVM chains. Python + Model Context Protocol. Cross-chain DeFi trading tools for Claude and other LLMs.

updated a year ago
34
6141

Experiments Ml

romanthekat

Simple experiments with MCPs and agentic frameworks

updated 2 months ago
34
6142

Mygene MCP

nickzren

MCP server for MyGene.info API

updated 5 months ago
34
6143

F1analisys

MCP server for F1 Analysis API

34
6144

Azure AI Search Python Preview

projectAcetylcholine

An experimental MCP service for Azure AI Search in Python

updated a year ago
34
6145

Docker Python Interpreter

MCP server for interaction with python interpreter and file system inside Docker container.

34
6146

Web Scrapper Stdio

JustAzul

MCP web scraper with persistent browser pool, Cloudflare bypass (Patchright + Turnstile solving), and dual transport (stdio + HTTP). Extracts Markdown/text/HTML from web pages for…

updated 6 months ago
34
6147

Cheesy MCP

jlooper

Leverage Cloudinary's MCP Servers for Cursor

updated a year ago
34
6148

AI Powered SQL Assistant

sadanandu

AI Powered SQL assistant

updated a year ago
34
6149

Time Aware Agents

🕒 Lightweight MCP server with a `time_now` tool to get the current time. Instantly add real-time awareness to your AI agents.

34
6150

Lumina Docs

GaoZYun

Intelligent structured document management system using MCP protocol - solving token overflow for large language models

updated a year ago
34
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