Data and AI MCP servers

1,325 tagged Data and AI, measured the same way as everything else here.

Browse within: mcp-server 129model-context-protocol 101LLM 97ai-tools 27cli 27embeddings 22local-first 22agentic-ai 19knowledge-graph 19gemini 16claude-desktop 15fastmcp 15knowledge-base 15agents 14

markdown-rag-mcp

433

mohllal/markdown-rag-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 1 10mo ago A tokens not measured original MIT

cognee-mcp

435

JeromyJSmith/cognee-mcp-server

MCP server Claude CodeCodexCursor +2

Cognee MCP server. Runs locally from the cognee-mcp Python package.

not rated 1 1y ago A tokens not measured

comet-mcp

436

comet-ml/comet-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Comet ML API integration. Runs locally from the comet-mcp Python package.

not rated 1 3mo ago A tokens not measured original Apache-2.0

hkopenai/hk-tech-mcp-server

MCP server Claude CodeCodexCursor +2

Hong Kong tech MCP Server providing tech data tools. Runs locally from the hkopenai.hk_tech_mcp_server Python package.

not rated 1 29d ago A tokens not measured original MIT

airflow-mcp-ponder

438

ponderedw/airflow-mcp

MCP server Claude CodeCodexCursor +2

An MCP server for Apache Airflow that enables non-technical users to interact with Apache Airflow workflows through natural language. Runs locally from the airflow-mcp-ponder Python package.

not rated 1 10mo ago A tokens not measured fork MIT

mcp-server

439

frontal-labs/mcp-server

MCP server Claude CodeCodexCursor +2

Model Context Protocol server for Frontal. Runs locally from the @frontal-labs/mcp-server npm package.

not rated 1 yesterday A tokens not measured original Apache-2.0

some-vault-some-mcp

440

russellsch/some_vault_some_mcp

MCP server Claude CodeCodexCursor +2

MCP server for Obsidian vaults with vector search. Runs locally from the some-vault-some-mcp Python package.

not rated 1 yesterday A tokens not measured original MIT

nobitalqs/MODULAR-RAG-MCP-SERVER

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in nobitalqs/MODULAR-RAG-MCP-SERVER. Runs locally from the modular-rag-mcp-server Python package.

not rated 1 5mo ago A tokens not measured

basedosdados-mcp

442

JoaoCarabetta/basedosdados-mcp

MCP server Claude CodeCodexCursor +2

Model Context Protocol server for Base dos Dados (Brazilian open data platform). Runs locally from the basedosdados-mcp Python package.

not rated 1 1y ago A tokens not measured original MIT

mcp-glm-kimi-ollama

443

sinner12123/mcp-glm-kimi-ollama

MCP server Claude CodeCodexCursor +2

MCP server "mcp-glm-kimi-ollama" as configured in sinner12123/mcp-glm-kimi-ollama. Runs locally from the mcp-glm-kimi-ollama npm package.

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

vision-mcp

444

whyneedai/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 1 1mo ago A tokens not measured copy · 100% MIT

mcp-ds-toolkit-server

445

Yasserelhaddar/MCP-DS-Toolkit-Server

MCP server Claude CodeCodexCursor +2

Pure standalone MCP Data Science Server - Complete DS workflows with local SQLite tracking, no external services required. Runs locally from the mcp-ds-toolkit-server Python package.

not rated 1 11mo ago A tokens not measured original MIT

TheNovaNodes/anythingllm-mcp-control

MCP server Claude CodeCodexCursor +2

MCP server "anythingllm-mcp-control" as configured in TheNovaNodes/anythingllm-mcp-control. Runs locally from the anythingllm-mcp-control Python package.

not rated 1 4d ago A tokens not measured

rag-mcp

447

sglwsjxh/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 1 2mo ago A tokens not measured copy · 100% MIT

wandb_mcp_server

449

caentzminger/wandb-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "wandbmcpserver" as configured in caentzminger/wandb-mcp-server. Runs locally from the wandb_mcp_server Python package.

not rated 1 11mo ago A tokens not measured original MIT

akhilthomas236/confluence-scraper-mcp

MCP server Claude CodeCodexCursor +2

A Model Context Protocol (MCP) server for Confluence RAG with ChromaDB vector search. Runs locally from the confluence-scraper-mcp Python package.

not rated 1 1y ago A tokens not measured original MIT

shelfmark-rag

451

LucasSantana-Dev/shelfmark

MCP server Claude CodeCodexCursor +2

Local hybrid retrieval (BM25 + embeddings + RRF) for agent memory and codebases — one SQLite file, MCP server included. Runs locally from the shelfmark-rag Python package.

not rated 1 26d ago A tokens not measured original MIT

bliss-fox/rag-knowledge-assistant

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in bliss-fox/rag-knowledge-assistant. Runs locally from the modular-rag-mcp-server Python package.

not rated 1 25d ago A tokens not measured

lightrag_mcp

453

a-earthperson/lightrag-mcp

MCP server Claude CodeCodexCursor +2

MCP Server for LightRAG. Runs locally from the lightrag_mcp Python package.

not rated 1 7mo ago A tokens not measured original MIT

kimi-api-mcp

454

bene-bosco/kimi-api-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Kimi K2.5 via Moonshot API — no CLI or subscription required. Runs locally from the kimi-api-mcp npm package.

not rated 1 5mo ago A tokens not measured original MIT

cognee

455

vincentspereira/RNR-Enhanced-Cognee

MCP server Claude CodeCodexCursor +2

Cognee - is a library for enriching LLM context with a semantic layer for better understanding and reasoning. Runs locally from the cognee Python package.

not rated 1 23d ago A tokens not measured original Apache-2.0

corerag-system

456

TJ-Neary/CoreRag

MCP server Claude CodeCodexCursor +2

MCP server "corerag-system" as configured in TJ-Neary/CoreRag. Runs locally from the corerag-system Python package.

not rated 1 5mo ago A tokens not measured original MIT