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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.
Photopea As Code
Design images programmatically with Photopea (free browser Photoshop) via MCP. Banners, social posts, mockups + the full condensed scripting reference. No Photoshop, no API key.
Env2llm
Generate environment maps (services, artifacts, env vars) for LLM decision-making
Swiss Open Data MCP
Local MCP server for source-grounded Swiss open-data discovery, DuckDB analytics, dashboards, maps, citations, and agent workflows.
Know Ctl
Transform LinkedIn saved posts into an interactive, interconnected Obsidian knowledge graph. Features a zero-config web dashboard, hybrid LLM routing (Groq + local vLLM/llama.cpp)…
Md24de MCP
Unofficial MCP server for messdienst24.de - exposes heating and hot-water consumption data as AI-callable tools
Commandeck
Turn commands into clickable buttons — run them locally or on your home server over SSH, no terminal needed. For Windows, macOS, Linux & Android. Private by design: no account, no…
VortoCode
Self-hosted AI coding agent: one agent runtime behind Desktop, TUI, Web and headless CLI. Delegated dev tasks run in isolated git worktrees with verification and PR handoff; human…
Broadcaster Agent
AI agent for broadcaster research & outreach: Pydantic AI agent streaming generative UI to Next.js over AG-UI, with a custom MCP server and Gmail OAuth
Algitex
Progressive algorithmization toolchain — from LLM to deterministic code, from proxy to tickets
AI Codebase Vectorizer
RepoMap AI 2026: Map Codebases for AI Assistants Beyond Window Limits
SpanLedger
An out-of-band auditor that proves whether your OpenTelemetry pipeline actually delivered what it claims to.
Aal Agent Public
Runnable examples calling the live Alternative Asset Literacy MCP server — glossary lookup, module discovery, advisor gift bundles. No API key, no local data.
H Ploit
Autonomous multi-agent penetration testing framework — LangGraph + MCP + 14 specialized agents
Golden App
Production reference application for the Hayate ecosystem
Agent Tools MCP
AI-powered Excel Analysis API using FastAPI, Gemini, MCP and Docker
Mission
Persistent MCP work-state coordination with identity-bound assignment and auditable lifecycle transitions.
TransferOps
Local-first FastAPI control plane for policy-governed transfer operations.
Healf Max
Helix is a CLI wellbeing decision assistant for Healf
Agentic Compliance Checker
Self-verifying LLM agent for repo/IaC assessment against code-detectable NIST 800-53-inspired controls, with evidence-backed verdicts and evals.
Cre8 MCP Ui
Python FastMCP server serving @tmorrow/cre8-wc components as interactive mcp-ui resources, with a real postMessage data loop
Tdae
Test-Driven Agent Evolution - ground-truth evaluation harness for LLM agents: accuracy scoring, per-agent metrics, regression detection. Runs offline via a mock provider.
Data Analysis Agent Backend
Local-first AI data analysis agent backend with multi-source data access, statistical modeling, RAG, visualization, and report generation.
Small Tools Lab
Local-first developer toolbox: browser utilities, explainable CLIs, and practical AI experiments.
Minishop Agent MCP
Asistente de atencion al cliente montado como orquestador de tres capas + 2 sub-agentes RAG + servidores MCP (FastMCP). Evaluacion ciega de 40 casos: 98 % de enrutado y 100 % de s…
Wapenda Agent Toolkit
Model Context Protocol (MCP) server and developer toolkit for integrating Claude with WhatsApp Business API and customer operations.
AI Restaurant Food Planner
AI-powered restaurant search and recommendation platform with pgvector semantic search, multi-factor scoring, and LLM review Q&A — Flask + Databricks Lakebase.
Kids Experience Radar
Location-based Korean kids experience crawler and model-agnostic MCP server
Ms Clarity CLI
Brand-neutral Microsoft Clarity MCP, warehouse, CLI, and agent skill toolkit
Research Papers
MCP research assistant for discovering arXiv papers through FastMCP, Groq and structured tool calling.
Device Lens MCP
Detection-first Windows MCP server for understandable device grouping and read-only driver update research.
Bitcoin Node MCP
Read-only MCP server monitoring a Bitcoin Core full node over its JSON-RPC interface
Cdp MCP Gateway
CDP-to-MCP Gateway: Connect active Chrome instances to Model Context Protocol (MCP) servers for LLM browser control.
Joomla AI Autoposter
One-command Joomla autoposting pipeline: LLM article → validation → Playwright publishing → Yandex.Webmaster re-crawl
QUIZZ
Prices get revised: an as-of agent scored on right answers and on correct refusals, behind a gate whose pass mark rises with every variant tried
Lang AI Agent
A LangGraph agent backend built around production patterns: a streaming HTTP API, durable state that survives restarts, a human-approval gate for side-effecting tools, determinist…
Asdt Data Catalog API Clients
Python and R client libraries built from OpenAPI JSON spec from Data Catalog API
Claude Commerce Catalog
Real cross-vendor products for Anthropic's Claude commerce agents, with a source receipt behind every fact.
CallLens
Open-source conversation intelligence and evidence-backed call scoring powered by LangGraph.
PyStreamMCP
Intelligence layer for AI agents. Query planning, context discovery, cost optimization. 60-75% token reduction while maintaining quality.
Autoshop MCP
AutoShop H3U offline project tools and version-bound headless native compilation via MCP and CLI
AI Agent Template
Production-grade LangGraph + Claude Agent SDK + MCP starter. Multi-agent orchestration, Ragas evaluation, observability. Used in production at Haleon.
DataOps Investigator
Evidence driven AI agent for investigating data system incidents using LLM planning, MCP-based evidence collection, and deterministic root-cause analysis.
Context Benchmark
Reproducible MCP context measurements, GitHub tool catalogues, and paired agent task experiments.
Platao
Deterministic completion auditor for agent-written code: did you actually finish? Offline, zero-cost, with an MCP server.
Tool Semantics
Behavioral compatibility testing for MCP tools and AI-agent interfaces know when a change breaks the agent, not just the schema.
Deployer Reputation MCP
Supplied-edge Solana reputation MCP, plus tender CSV/JSON audit workflows and checksum verifier. No chain fetch or verified attribution.
Logistics Agent Tower
Autonomous multi-agent control tower for cold-chain dispatch and route optimization: LangGraph, Google OR-Tools, MCP, Human-in-the-Loop, FastAPI
Racall
An open-source alternative to NotebookLM + Obsidian: AI research, cited answers, and connected Markdown notes.
Evidence Sieve
面向 Agent 的证据筛选工具：保守归组、差异保护 MMR、来源追溯。支持 MCP/CLI，附中文接入说明、开发集调参、留出测试与消融实验。
Webull Trading System
Personal Python trading system on the Webull OpenAPI: one real strategy (RSI2 swing) with backtests, scheduled runners and dry-run safety rails. No web app - kestrel is the dashbo…