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 97ai-tools 28cli 28embeddings 22local-first 21agentic-ai 19knowledge-graph 19gemini 16claude-desktop 15fastmcp 15agents 14knowledge-base 14

databricks-mcp

1009

openatlaspro-AI/databricks-mcp

MCP server Claude CodeCodexCursor +2

MCP helpers for Databricks. Runs locally from the databricks-mcp Python package.

not rated 0 2mo ago A tokens not measured copy · 100% MIT

clawmem

1010

BFLabsAI/clawmem-bf

MCP server Claude CodeCodexCursor +2

On-device memory layer for AI agents. Claude Code, OpenClaw, and Hermes. Hooks + MCP server + hybrid RAG search. Runs locally from the clawmem npm package.

not rated 0 2mo ago A tokens not measured original MIT

litellm-mcp

1011

LeonRLewis/litellm-mcp

MCP server Claude CodeCodexCursor +2

MCP server giving AI agents access to 100+ LLMs through LiteLLM. Runs locally from the litellm-mcp Python package.

not rated 0 2mo ago A tokens not measured

mcp-flowise

1012

EnmaSuamkf/mcp-flowise

MCP server Claude CodeCodexCursor +2

MCP server that exposes your local Flowise chatflows as tools for Claude, Cursor, and any MCP client. Runs locally from the @suamkf08/mcp-flowise npm package.

not rated 0 2mo ago A tokens not measured

okfgen

1013

bushans/okfgen

MCP server Claude CodeCodexCursor +2

Turn any repo, database, docs site, or open-data portal into an AI-ready Open Knowledge Format (OKF) knowledge graph — deterministically, no LLM required. Runs locally from the okfgen Python package.

not rated 0 27d ago A tokens not measured original Apache-2.0

vision-mcp

1014

konan-1947/vision-mcp

MCP server Claude CodeCodexCursor +2

MCP server providing multimodal vision capabilities via OpenAI-compatible APIs. Runs locally from the vision-mcp npm package.

not rated 0 1mo ago A tokens not measured

scrapedatshi-mcp

1015

scrapedatshi/scrapedatshi-mcp

MCP server Claude CodeCodexCursor +2

MCP server for the scrapedatshi RAG pipeline API — use scrapedatshi tools directly from Claude Desktop. Runs locally from the scrapedatshi-mcp Python package.

not rated 0 1mo ago A tokens not measured original MIT

videre-mcp

1016

Veedubin/Videre-MCP

MCP server Claude CodeCodexCursor +2

MCP server that bridges vision models to text-only coding models using Florence-2. Runs locally from the videre-mcp Python package.

not rated 0 19d ago A tokens not measured original MIT

confluence-rag-mcp

1017

titulus/confluence-rag-mcp

MCP server Claude CodeCodexCursor +2

Standalone Confluence RAG MCP retrieval server backed by SQLite/sqlite-vec. Runs locally from the confluence-rag-mcp Python package.

not rated 0 2mo ago A tokens not measured

llm-d-bench-mcp

1018

TalBenAmii/llm-d-bench-mcp

MCP server Claude CodeCodexCursor +2

MCP server "llm-d-bench-mcp" as configured in TalBenAmii/llm-d-bench-mcp. Runs locally from the llm-d-bench-mcp Python package.

not rated 0 1mo ago A tokens not measured original Apache-2.0

prompt-enhancer-mcp

1019

nuno-morais/prompt-enhancer-mcp

MCP server Claude CodeCodexCursor +2

Local MCP server that optimizes rough prompt drafts using a local Ollama model. Runs locally from the @nuno-morais/prompt-enhancer-mcp npm package.

not rated 0 2mo ago A tokens not measured

image-recognition-mcp

1020

MiV1N/image_recognition_mcp

MCP server Claude CodeCodexCursor +2

MCP server for AI-powered image recognition and description using OpenAI vision models. Runs locally from the image-recognition-mcp npm package.

not rated 0 2mo ago A tokens not measured

mcp-rag-assistant

1021

EdwinIN01/mcp-rag-assistant

MCP server Claude CodeCodexCursor +2

MCP server "mcp-rag-assistant" as configured in EdwinIN01/mcp-rag-assistant. Launched with C:\Users\Mr. Wu\anaconda3\envs\rag\python.exe -m mcp_server.server.

not rated 0 12d ago A tokens not measured

vision-mcp-server

1022

ducnm9/ollama-vision-mcp

MCP server Claude CodeCodexCursor +2

MCP server that provides vision analysis tools via OpenAI-compatible API. Runs locally from the vision-mcp-server Python package.

not rated 0 2mo ago A tokens not measured

rag-mcp

1023

TyrelCB/rag-mcp

MCP server Claude CodeCodexCursor +2

This is a local rag-mcp solution with chromadb using langchain and docling. Runs locally from the rag-mcp Python package.

not rated 0 2mo ago A tokens not measured

federalspendai

1024

SBPnet/federal-spend-ai

MCP server Claude CodeCodexCursor +2

MCP server "federalspendai" as configured in SBPnet/federal-spend-ai. Runs locally from the federalspendai Python package.

not rated 0 2mo ago A tokens not measured original MIT

sqlite-rag-mcp

1025

giuseppeferretti/sqlite-rag-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 0 2mo ago A tokens not measured original MIT

agentic-rag

1026

phense/agentic-rag

MCP server Claude CodeCodexCursor +2

MCP server "agentic-rag" as configured in phense/agentic-rag. Runs locally from the agentic-rag Python package.

not rated 0 yesterday A tokens not measured original MIT

local-rag-mcp

1027

junchenghe01/local-rag-mcp

MCP server Claude CodeCodexCursor +2

RAG Knowledge MCP Server — FastMCP + LanceDB + Hybrid Search. Runs locally from the local-rag-mcp Python package.

not rated 0 1mo ago A tokens not measured original MIT

raganything-mcp-server

1028

yyisahandsomeboy/rag_anything_mcp_sever

MCP server Claude CodeCodexCursor +2

MCP server "raganything-mcp-server" as configured in yyisahandsomeboy/raganythingmcpsever. Runs locally from the raganything-mcp-server Python package.

not rated 0 2mo ago A tokens not measured

mcp

1029

littlebigbrains/lbb-mcp

MCP server Claude CodeCodexCursor +2

MCP server for little big brain — graph and hybrid search tools for agents. Runs locally from the @littlebigbrain/mcp npm package.

not rated 0 today A tokens not measured copy · 78% Apache-2.0

mlloop

1030

Sin991114/mlloop

MCP server Claude CodeCodexCursor +2

A scientific-method harness for AI-driven ML training: experiment ledger, hypothesis gates, diagnostics, and data-verdict reports over MCP. Runs locally from the mlloop Python package.

not rated 0 1mo ago A tokens not measured original Apache-2.0

command-map-mcp

1031

vinsenzo83/command-map-mcp

MCP server Claude CodeCodexCursor +2

A local MCP server that turns professional tasks into ready-to-use structured prompts. MCP is a standard way for an AI agent to call tools from another program.

not rated 0 2mo ago A tokens not measured original MIT

rag-db-advisor

1032

kenimo49/rag-db-advisor

MCP server Claude CodeCodexCursor +2

MCP server "rag-db-advisor" as configured in kenimo49/rag-db-advisor. Runs locally from the rag-db-advisor Python package.

not rated 0 1mo ago A tokens not measured original MIT