Data and AI MCP servers

1,321 tagged Data and AI, measured the same way as everything else here.

Browse within: mcp-server 129model-context-protocol 103LLM 96ai-tools 28cli 28embeddings 22local-first 21agentic-ai 19knowledge-graph 19gemini 16claude-desktop 15fastmcp 15agents 14knowledge-base 14

milvus_mcp_server

817

hcheng666/milvus_mcp_server

MCP server Claude CodeCodexCursor +2

MCP server "milvusmcpserver" as configured in hcheng666/milvusmcpserver. Runs locally from the milvus_mcp_server npm package.

not rated 0 4mo ago A tokens not measured

mcp-fal-ai

818

Forge-Systems-Hub/mcp-fal-ai-server

MCP server Claude CodeCodexCursor +2

MCP server for interacting with fal.ai models (sync/async, schema, search). Runs locally from the @monsoft/mcp-fal-ai npm package.

not rated 0 4mo ago A tokens not measured

llm-prompt-optimizer

819

Divyesh-freelance/llm-prompt-optimizer

MCP server Claude CodeCodexCursor +2

MCP server "llm-prompt-optimizer" as configured in Divyesh-freelance/llm-prompt-optimizer. Launched with llm-prompt-optimizer serve --transport stdio. Needs 3 environment variables to run.

not rated 0 4mo ago A tokens not measured original MIT

minimax-mcp

820

longhz/minimax-mcp

MCP server Claude CodeCodexCursor +2

Minimax MCP Server. Runs locally from the minimax-mcp Python package.

not rated 0 4mo ago A tokens not measured original MIT

cvat-mcp

821

jangjs1216/CVAT-MCP

MCP server Claude CodeCodexCursor +2

MCP server "cvat-mcp" as configured in jangjs1216/CVAT-MCP. Runs locally from the cvat-mcp npm package.

not rated 0 4mo ago A tokens not measured

vision

822

rongtianjie/vision_mcp

MCP server Claude CodeCodexCursor +2

MCP server for image analysis using Vision Language Models. Runs locally from the vision-mcp Python package.

not rated 0 29d ago A tokens not measured

ragi

823

SusuTawar/ragi

MCP server Claude CodeCodexCursor +2

Local-first RAG indexing and semantic search MCP server. Runs locally from the @susutawar/ragi npm package.

not rated 0 1mo ago A tokens not measured

rag-retrieval-mcp

824

MaryamZi/rag-retrieval-mcp

MCP server Claude CodeCodexCursor +2

A generic RAG MCP server with pluggable embedding providers and vector stores. Runs locally from the rag-retrieval-mcp Python package.

not rated 0 5mo ago A tokens not measured original Apache-2.0

notebook-mcp

825

akram-side-projects/notebook-mcp

MCP server Claude CodeCodexCursor +2

MCP server that provides notebook-aware context and analysis for .ipynb files. Runs locally from the notebook-mcp Python package.

not rated 0 7mo ago A tokens not measured original MIT

keboola-mcp-server

826

fastmcp-me/mcp-server-keboola

MCP server Claude CodeCodexCursor +2

MCP server for interacting with Keboola Connection. Runs locally from the keboola-mcp-server Python package.

not rated 0 7mo ago A tokens not measured fork MIT

simplecode-mcp

827

egoetmann/SimpleCodeMCP

MCP server Claude CodeCodexCursor +2

Turn internal code libraries into AI-accessible knowledge sources via MCP server with semantic search. Runs locally from the simplecode-mcp Python package.

not rated 0 9mo ago A tokens not measured original MIT

gemini-search-mcp

828

Lambda-zhou/gemini-search-mcp

MCP server Claude CodeCodexCursor +2

MCP server that exposes Gemini web search and document question answering tools. Runs locally from the gemini-search-mcp Python package.

not rated 0 1mo ago A tokens not measured

graph-rag-mcp-server

829

nickshffer/graph-rag-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "graph-rag-mcp-server" as configured in nickshffer/graph-rag-mcp-server. Runs locally from the graph-rag-mcp-server Python package.

not rated 0 11mo ago A tokens not measured

sarvam-mcp

830

harshil1502/sarvam-mcp

MCP server Claude CodeCodexCursor +2

An MCP server exposing Sarvam AI tools and a documentation retriever. Runs locally from the sarvam-mcp npm package.

not rated 0 4mo ago A tokens not measured original MIT

mcp

831

ZeroTrueLCC/mcp

MCP server Claude CodeCodexCursor +2

Official Model Context Protocol server for ZeroTrue AI content detection. Runs locally from the @zerotrue/mcp npm package.

not rated 0 2mo ago A tokens not measured copy · 67% MIT

928871247/files-vector-mcp-server

MCP server Claude CodeCodexCursor +2

A FastMCP server for file vectorization and similarity search. Runs locally from the files-vector-mcp-server Python package.

not rated 0 11mo ago A tokens not measured original Apache-2.0

ai-model-selector-mcp

833

barrymister/ai-model-selector-mcp

MCP server Claude CodeCodexCursor +2

MCP server for AI model metadata — query 76+ models by capability, compatibility, and task fit. Runs locally from the ai-model-selector-mcp npm package.

not rated 0 5mo ago A tokens not measured original MIT

gitscribe-mcp

834

akhilthomas236/gitscribe

MCP server Claude CodeCodexCursor +2

GitScribe: Web Scraping RAG MCP Server for Git-based Documentation. Runs locally from the gitscribe-mcp Python package.

not rated 0 1y ago A tokens not measured

verbatim-mcp

836

KRLabsOrg/verbatim-mcp

MCP server Claude CodeCodexCursor +2

MCP server for the Verbatim platform — collection-aware paper search and RAG. Runs locally from the verbatim-mcp Python package.

not rated 0 3mo ago A tokens not measured original MIT

mcp-server-qdrant-rs

837

vaporif/mcp-server-qdrant

MCP server Claude CodeCodexCursor +2

MCP server for Qdrant vector database with local embedding support. Runs locally from the mcp-server-qdrant-rs Python package.

not rated 0 3mo ago A tokens not measured original MIT

laxmimerit/research-assistant-mcp

MCP server Claude CodeCodexCursor +2

A Model Context Protocol server for research assistance with ChromaDB vector storage. Runs locally from the research-assistant-mcp Python package.

not rated 0 9mo ago A tokens not measured original MIT

ckg-nvidia-ai

839

Marco-Xuanlin-Chen/ckg-nvidia-ai

MCP server Claude CodeCodexCursor +2

NVIDIA AI developer stack as a traversable knowledge graph — 20 CKGs, 1006 nodes, MCP-native. Runs locally from the ckg-nvidia-ai Python package.

not rated 0 1mo ago A tokens not measured

mcp

840

rosalinddb/rosalinddb-mcp

MCP server Claude CodeCodexCursor +2

Model Context Protocol server for RosalindDB - a cost-optimized, object-storage-first vector search database. Runs locally from the @rosalinddb/mcp npm package.

not rated 0 3mo ago A tokens not measured original Apache-2.0