AI / ML MCP Servers

Model gateways, embeddings, fine-tuning, and evaluation. Compose agents that call other models as tools.

15 servers0 verified90 avg reliability
pip install 'markitdown[all]

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

167kpythonmit4d ago
npx -y @modelcontextprotocol/inspector

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

24kpythonmit4d ago
pip install cognee

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

28kpythonapache-2.04d ago
npx skills add https://github.com/vectorize-io/hindsight --skill hindsight-docs

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

19kpythonmit4d ago
pip install skill-seekers

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

14kpythonmit4d ago
pip install vizro

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

3.8kpythonapache-2.04d ago
uvx blender-mcp

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

24kpythonmit4d ago
89
uv add "mcp-agent

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

8.4kpythonapache-2.04d ago
docker-compose up -d --pull always

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

1.3kpythonapache-2.04d ago

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

141pythonmit2mo ago
pip install dingo-python

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

pythonapache-2.03d ago