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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

An MCP server for managing Docker with natural language.