Python SDK for building servers and clients that implement the Model Context Pro

MarkItDown converts various file formats to Markdown for use with LLMs.

The GitHub MCP Server connects AI tools to GitHub for repository and workflow ma

Cognee is an open-source AI memory platform for agents with persistent long-term

Context7 provides up-to-date, version-specific code documentation for LLM prompt

The TypeScript SDK implements the Model Context Protocol for LLM context provisi

Skill Seekers transforms documentation, GitHub repos, and more into structured k

Filestash is a storage-agnostic file manager that works with various storage pro

This server provides secure file operations with configurable access controls.

A suite of specialized MCP servers that help you get the most out of AWS.

Hindsight is an agent memory system for LLMs that enables agents to learn over t

A Java SDK for integrating applications with Model Context Protocol AI models an

kubefwd provides bulk port forwarding for Kubernetes services to a local worksta

Connects AI agents like Claude and Cursor to Unity for game development.

Vizro-MCP is an MCP server that helps LLMs create Vizro dashboards and charts.

MCP server that converts various file types and web content to Markdown.

Semiotic is a React data visualization library with an MCP server for AI coding

This MCP server provides AI agents with tools to interact with the Notion API.

Manages GitLab projects, merge requests, issues, and pipelines for AI clients.

Stack-chan is a JavaScript-driven M5Stack-embedded robot.

The Linear API helps manage issues, projects, and product roadmaps.

MCP Unity allows AI assistants to interact with your Unity Editor projects.

The official PHP SDK for implementing Model Context Protocol servers and clients

An MCP server developed for AI to connect and manage Jupyter Notebooks in real-t

Integrates the Brave Search API for web, local, image, video, and news search.

BlenderMCP connects Blender to Claude AI, enabling AI-assisted 3D modeling and s

Build effective agents with Model Context Protocol using simple, composable patt

An MCP memory layer for AI agents with structured storage and semantic retrieval

ApeRAG is a production-ready RAG platform combining Graph RAG, vector, and full-

This MCP server provides 18 Google Maps tools for AI agents

Adds AI commands to CesiumJS for browser-only agents, WebMCP, function calling,

An MCP server for AI agents to interact with the Godot game engine.

Connects LLMs to GIS operations, enabling AI agents to perform geospatial analys

An MCP server providing weather, air quality, and time information via Open-Mete

Connects your AI agent to the Citedy platform for SEO content marketing.

MCP server for the Meta Marketing API

MCP server for Google Ads API with automatic OAuth 2.0 authentication.

An MCP server to automate Google Ad Manager operations using AI assistants.

Dingo provides an MCP server for AI agent integration to evaluate data quality.

Connects LLMs to the GeoServer REST API for geospatial data and service interact

Automates browser interactions using Puppeteer for new or existing Chrome window

An MCP server for managing Docker with natural language.