Python MCP Servers

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

Official PostHog MCP Server for product analytics, feature flags, experiments, and more.

AI-powered browser automation — navigate, click, fill forms, and extract data from any website.

Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.

AI Agents Framework with Self Reflection and MCP support

MCP server for searching Airweave collections with natural language queries.

MCP server for searching Airweave collections with natural language queries.

An MCP Server for computer-use in Windows OS

Local-first knowledge management with bi-directional LLM sync via Markdown files.

Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.

Open-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API key required.

SEC filing intelligence — insider sentiment, material events, financial ratios, disclosure search.

Meta Ads MCP (Facebook + Instagram) - analyze performance, manage budgets, pause campaigns.

Google Ads analysis and operations — read performance, manage keywords, bids, and campaigns.

Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95%+ token savings.

Comprehensive PostgreSQL documentation and best practices, including ecosystem tools

Google Ads MCP - analyze performance, manage keywords, bids, and campaigns.

Generate academic diagrams and statistical plots from text using multi-agent AI.

Automated time series forecasting with model search, anomaly detection, and event risk analysis

1000+ scientific tools for AI scientists: life science, reserach, literature, and more.

A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB

Connect AI models like Claude & ChatGPT with ROS robots using MCP

Flight search & booking for AI agents. 400+ airlines, $20-50 cheaper than OTAs.

Flight search & booking for AI agents. 400+ airlines, 75 free local connectors.

An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.

MCP server for Neo4j Aura Database Instance Manager.

A simple Neo4j MCP server for creating graph data models.

MCP Neo4j Knowledge Graph Memory Server

A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.

MCP memory for AI trading agents. Store trades, recall similar setups, track strategy performance.

Structural codebase MCP server — navigate and edit code by symbol name, not raw text.

Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

SQL analytics and data engineering for AI Assistants and IDEs

Dead code, security, secrets detection and code quality for Python, TypeScript, Go.

An MCP server retrieving transcripts of YouTube videos

MCP Server for stock and crypto

MCP server for generating rough-draft project plans from natural-language prompts.

Declarative agent orchestration for engineering teams

An MCP server that provides image generation and editing capabilities

Manage UniFi Protect cameras, events, recordings, and smart detections via MCP.

Manage UniFi Access doors, credentials, policies, visitors, and events via MCP.