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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.
Mcpconfig
Validate MCP client configuration files (.mcp.json, claude_desktop_config.json, opencode mcp: blocks) - catch the structural mistakes that silently break MCP servers.
Polyagent
Multi-provider AI agent bridge, an MCP server that lets Claude Desktop delegate tasks (security scans, code review, analysis) to Gemini, AWS Bedrock, and OpenAI-compatible models,…
Blender MCP Server
Blender MCP Server — Thread-safe bpy bridge for AI agents (create, transform, export, execute Python)
Android MCP
Model Context Protocol (MCP) server enabling AI agents (Claude, Cursor, LLMs) to control, inspect, and automate Android devices and Waydroid via ADB
Google Ads MCP
MCP server connecting Claude Desktop to Google Ads: manage campaigns, budgets and keyword bids in plain English. Includes a mock mode you can try with no credentials.
Agent Memory Vault
Sovereign SQLite Vector Memory & Hybrid RAG Engine with Model Context Protocol (MCP) for AI Agents
Youtube Transcript MCP
Open-source MCP server giving Claude first-class access to YouTube video transcripts as callable tools. Captions-first via yt-dlp with Whisper fallback for videos without subtitle…
Easy MCP
⚡ Ultra-lightweight, zero-dependency Python framework to build Model Context Protocol (MCP) servers for Anthropic Claude.
Probe
MCP server security scanner — find plaintext secrets, injection vulnerabilities, and missing auth in your MCP configurations
Config Audit
Zero-dependency security linter for MCP server configs: hardcoded secrets, unpinned npx, curl|sh launchers, risky mounts, insecure URLs.
Toolbill
Measure what your MCP servers cost in tokens, per server and per tool.
Sentinel
Offline, zero-dependency risk scanner for MCP (Model Context Protocol) client configs — grades each configured server A-F for supply-chain and secret-exposure risk. No network cal…
Custom MCP Server
Minimal MCP (Model Context Protocol) server in Python — demo tools for add, save_note, and search_notes
Sandbox
model context protocol
Github Actions MCP
Model Context Protocol server for GitHub Actions
Calculator MCP
Math Calculator MCP Server
cstamigo-droid/market-data-mcp
trading positions.
SECRET4422/guardrail-mcp
safety guardrail for AI agents featuring AST taint analysis, SARIF/SBOM generation, and policy gates.
manueltarouca/qbt-kit
only mode that holds through the raw call.
Ruff MCP
MCP server that exposes Ruff's linter and formatter as tools, so AI assistants can lint and format Python in place.
Math Server
An experimental local MCP server for symbolic, numerical, dimensional, and plotting tools in engineering and physics workflows.
Ultravox MCP
MCP server for Ultravox — API coverage for voice AI agents.
Dev Toolbox
MCP server with fully local semantic code search, git history and file tools for Claude, Cursor and any MCP client.
Agent Playground
A modular Python playground for experimenting with AI agent architectures, LLM integrations, and API routing. Includes OpenAI LLM support, RESTful endpoints, and basic test covera…
Servers Collection
15 MCP servers for AI agents on Apify. Market research, company intel, lead gen, SEO audit, social monitoring, trend detection. Claude Desktop compatible.
Codesys Migrator
CLI tool to recover, analyze, and migrate CODESYS V2.x PLC projects to V3.5+ with Raspberry Pi targeting. Parses .exp, .st, .xml, and .pro files. Includes MCP server for AI-assist…
Cortex AI
Production RAG app — LangChain LCEL, LlamaIndex, Crew.ai multi-agent, FAISS, FastAPI, Docker, MLflow evaluation, GitHub Actions CI, MCP server — zero paid APIs
Electionlens
Influence-operations pattern monitor for election periods
Subhunt
Aggregate & dedupe subdomain enumeration from multiple sources
Warmline
Score and rank inbound/outbound leads from a YAML rulebook, emitting a ranked queue as JSON/CSV for your SDRs and CI gates.
Authmatrix
Test an access-control matrix (role x endpoint) for IDOR/authz gaps
Corsaudit
Detect permissive/misconfigured CORS from headers or a config
Opsecscan
Scan documents and file metadata for OPSEC leaks: geotags, author, GPS EXIF, unit identifiers.
Safe Scraper
A web scraper with built-in credibility-risk detection for blackhat signal manipulation
ZzzMemo
Workflow tool · Self-hosted AI task manager and PWA: natural-language capture, LLM sorting, calendar sync (FastAPI)
Datafog MCP
MCP server for local PII scanning and redaction. Check sensitive files and create redacted copies from Claude Code. Powered by DataFog Core.
Servers Hub
Provide access to 50+ verified MCP servers with install guides and config snippets for quick AI agent integration with databases, APIs, and tools.
Coda MCP
Full-featured MCP server for the Coda.io API — 33 tools: docs, pages, tables, rows, formulas, automations, permissions & analytics
Job Radar
Scans company career pages daily and tracks senior PM roles — because building an app to search for jobs is more fun than actually searching for jobs.
Test
pytest integration and CLI for testing MCP servers — the missing testing layer for MCP
Entra MCP
Read-only Entra ID org-structure and access analysis via the Azure CLI session, as an entra CLI and an MCP server.
Radio
MCP Server able to find international radios around the world
Tecnocasa MCP
MCP server for browsing Tecnocasa listings across Italy — national portal + franchise microsites. No API key.
Kavach
Replay the crash. Prove the fix. 81ns in-process flight recorder, 61µs deterministic replay, and 5.9ms variant fix verification for journal-driven services and AI coding agents.
Lightspeed Xseries MCP
Read-only MCP server for Lightspeed Retail (X-Series): ask Claude about sales, stock, products and customers. Cannot write to your account.
Gws MCP
Minimal Google Workspace MCP server for Claude Code. Twelve tools for Gmail, Drive, Docs, and Sheets in roughly 1,500 schema tokens, where full-surface servers load 28,000. Direct…
Memory MCP
Persistent memory for AI agents over the Model Context Protocol (MCP). Filesystem-backed, dependency-light, keyword search.
Council Of Models
Ask several LLMs the same question, have them grade each other blind, and measure how biased the graders are. A provider-agnostic LLM Council with judge-bias analytics, CLI, MCP s…
Code Context MCP
A code context MCP server backed by Oracle AI Database 26ai: indexes codebases, hybrid search, call graph, module wiki and agent memory for AI coding tools.
Tools
企业 MCP 工具套件：只读 SQLite + 受限文件系统两类标准 MCP Server(stdio)，含分层只读保证与路径白名单