Discover Awesome MCP Servers

TikTok Ads Library MCP Server

Search and analyze TikTok's public ad library, including ad creatives, video scene-by-scene insights, and advertiser comparisons.

meshy-bottube-mcp

An MCP server that takes a text prompt and automatically generates a 3D model turntable video and publishes it to BoTTube.

mcp-ml-lab

An MCP server that gives AI agents the ability to profile a CSV, define an ML task, tune XGBoost and LightGBM with Optuna, and produce a markdown report with feature importance, all from natural language.

mcp-server-master

This repository provides a template for creating MCP servers with Python, including installation instructions and tools for testing with the MCP Inspector.

MCP Spec Generator

Generates project specifications and file structures using Claude AI through MCP integration. Enables users to describe project ideas and automatically create corresponding documentation and project files.

Buildium MCP Server

Enables interaction with Buildium property management software through natural language, supporting operations on associations, leases, rentals, tenants, and more.

jobctl

Job application tracker for developers: AI agents write over a remote MCP server (OAuth), humans review in a dashboard at jobctl app.

dev-kit-mcp-server

dev-kit-mcp-server

Invoice Generator AI MCP

Invoice Generator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Fetch MCP Server

Enables LLMs to fetch and extract web content as markdown with browser impersonation to bypass basic bot detection.

FastAPI MCP Server

A high-performance Model Context Protocol (MCP) server designed for large language models, enabling real-time communication between AI models and applications with support for session management and intelligent tool registration.

tor-mcp

Enables MCP-compatible agents to route HTTP requests through the Tor network, providing anonymity and access to .onion services. Includes tools for fetching URLs, checking exit IP, and forcing new Tor circuits.

mcp-deps-dev

Provides access to Google's deps.dev API for package metadata and dependency graphs across ecosystems, enabling querying packages, versions, dependencies, and project info via natural language or direct tool calls.

Notion MCP Server

Connects AI assistants to Notion workspaces, allowing users to search, create, and manage pages or databases through natural language conversations. It supports complex database querying, content updates, and workspace organization via the Model Context Protocol.

DocMistral MCP Server

Converts documents and images to Markdown using Mistral AI's OCR, enabling AI-powered document processing via MCP-compatible clients like Claude Desktop.

mcp-adr-analysis-server

Transform your codebase into professional architectural decision records with intelligent AI analysis

Realty In Au MCP Server

Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.

signallord-mcp-server

Bitcoin market intelligence MCP server. Exposes Signal Lord's composite gauge scoring, on-chain and macro regime signals, and market data to AI agents.

Warcraft 3 MCP Server

Edit your Warcraft III maps by just talking to Claude.

google-health-chatgpt-selfhost

Lets a single user read a bounded set of their own Google Health data from ChatGPT conversations through a private MCP connection, exposing four read-only tools for rollups, reconciled records, and irregular-rhythm notification history.

headroom

MCP server that provides real-time rate-limit and context budget awareness to Claude Code, enabling it to plan tasks that fit within its constraints and defer work when needed.

BlackTwist MCP

Manage Threads and Bluesky social media from AI assistants. Schedule posts, check analytics, and automate follow-up replies.

TMCP

TMCP turns scattered agent instructions into task-specific operating packets.

ToolHive - making MCP servers easy and secure

Run and manage MCP servers easily and securely

GStreamer Logs MCP

Enables agents to efficiently explore and query GStreamer debug logs by loading files, applying filters (path, category, time range, level, object name), and retrieving counts before fetching lines to keep context small.

Teepy MCP Server

Enables the Theopy AI assistant to interact with the Teepy pharmacy management ERP via the MCP protocol, with role-based access to customers, invoices, plannings, sessions, and reminders.

Blackbird MCP Server

Enables LLMs to access Blackbird AI's services through the Model Context Protocol, using Blackbird API credentials for authentication.

mcp-metacritic

MCP server for Metacritic that enables searching films, shows, and games, retrieving Metascores and audience scores, and accessing critic reviews with publication details and links, all without requiring an API key.

mcp-server-pgvector

An MCP server that gives LLM agents first-class access to pgvector-backed embedding tables in PostgreSQL: similarity search, hybrid (vector + full-text) search, upserts, and HNSW/IVFFlat index management.