Data and AI MCP servers

1,322 tagged Data and AI, measured the same way as everything else here.

Browse within: mcp-server 128model-context-protocol 101LLM 95ai-tools 27cli 27embeddings 22local-first 22agentic-ai 20knowledge-graph 19gemini 16claude-desktop 15fastmcp 15knowledge-base 15agents 14

markdown-rag

409

ashrobertsdragon/rag-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 1 3mo ago A tokens not measured

xai-mcp-server

410

joemccann/xai-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for xAI Grok APIs - image generation, chat, vision, search, and video. Runs locally from the @joemccann/xai-mcp-server npm package.

not rated 1 7mo ago A tokens not measured

mcp-arsr

411

JayArrowz/mcp-arsr

MCP server Claude CodeCodexCursor +2

Adaptive Retrieval-Augmented Self-Refinement MCP Server — a closed-loop system that lets LLMs iteratively verify and correct their own claims using uncertainty-guided retrieval. Runs locally from the @jayarrowz/mcp-arsr npm package.

not rated 1 6mo ago A tokens not measured original MIT

prompt-store-mcp

412

mhoshdev/prompt-store-mcp

MCP server Claude CodeCodexCursor +2

Local MCP server for managing AI prompts with SQLite storage. Runs locally from the @mhoshdev/prompt-store-mcp npm package.

not rated 1 6mo ago A tokens not measured original MIT

smart-knowledge-hub

413

IcedVodka/rag_mcp

MCP server Claude CodeCodexCursor +2

MCP server "smart-knowledge-hub" as configured in IcedVodka/ragmcp. Runs locally from the smart-knowledge-hub Python package.

not rated 1 5mo ago A tokens not measured

promptthrift-mcp

414

woling-dev/promptthrift-mcp

MCP server Claude CodeCodexCursor +2

MCP server "promptthrift-mcp" as configured in woling-dev/promptthrift-mcp. Runs locally from the promptthrift-mcp Python package.

not rated 1 4mo ago A tokens not measured original MIT

openrouter-mcp

415

lumishoang/openrouter-mcp

MCP server Claude CodeCodexCursor +2

MCP server for OpenRouter model discovery. Runs locally from the openrouter-mcp Python package.

not rated 1 4mo ago A tokens not measured

rag-mcp

416

mrankitvish/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 3mo ago A tokens not measured copy · 100% MIT

mcp-dataiku

417

steven0lisa/mcp-dataiku

MCP server Claude CodeCodexCursor +2

MCP Server for Dataiku DSS integration. Runs locally from the @zhangzichao2008/mcp-dataiku npm package.

not rated 1 11mo ago A tokens not measured original Apache-2.0

albumentations-mcp

418

Ramsi-K/albumentations-mcp

MCP server Claude CodeCodexCursor +2

MCP-compliant image augmentation server using Albumentations. Runs locally from the albumentations-mcp Python package.

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

nl2sql-mcp

419

bradsjm/nl2sql-mcp

MCP server Claude CodeCodexCursor +2

MCP server "nl2sql-mcp" as configured in bradsjm/nl2sql-mcp. Runs locally from the nl2sql-mcp Python package.

not rated 1 11mo ago A tokens not measured archived

qmcp-qdrant

420

BigKAA/qmcp

MCP server Claude CodeCodexCursor +2

Qdrant MCP Server for OpenCode - semantic search for code and documentation. Runs locally from the qmcp-qdrant Python package.

not rated 1 4mo ago A tokens not measured original Apache-2.0

rag-mcp

421

scriptedstatement/forensic-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 6mo ago A tokens not measured copy · 100% MIT archived

parliamentary-nlp-mcp

422

alissonf216/parliamentary-nlp-mcp

MCP server Claude CodeCodexCursor +2

MCP server "parliamentary-nlp-mcp" as configured in alissonf216/parliamentary-nlp-mcp. Runs locally from the parliamentary-nlp-mcp Python package.

not rated 1 14d ago A tokens not measured original MIT

ollama-vision-mcp

423

masterLazy/ollama-vision-mcp

MCP server Claude CodeCodexCursor +2

MCP server "ollama-vision-mcp" as configured in masterLazy/ollama-vision-mcp. Runs locally from the ollama-vision-mcp Python package.

not rated 1 26d ago A tokens not measured original Apache-2.0

mcp-kaggle-tool

424

MikeyBeez/mcp-kaggle-tool

MCP server Claude CodeCodexCursor +2

MCP server "mcp-kaggle-tool" as configured in MikeyBeez/mcp-kaggle-tool. Runs locally from the mcp-kaggle-tool npm package.

not rated 1 7mo ago A tokens not measured

engram

425

TushaeBXN/engram

MCP server Claude CodeCodexCursor +2

Shared research utilities for differentiable rendering, vision-model training, and perceptual analysis. Runs locally from the engram Python package.

not rated 1 2mo ago A tokens not measured original MIT

qdrant-mcp-server

426

Jimmy974/qdrant-mcp-server

MCP server Claude CodeCodexCursor +2

A Model Context Protocol (MCP) server for Qdrant vector database with semantic search capabilities. Runs locally from the qdrant-mcp-server Python package.

not rated 1 1y ago A tokens not measured

AiAgentKarl/llm-benchmark-mcp-server

MCP server Claude CodeCodexCursor +2

MCP Server for LLM comparison, benchmarks, and pricing — find the best model for any task. Runs locally from the llm-benchmark-mcp-server Python package.

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

better-qdrant-mcp

428

jtsang4/better-qdrant-mcp

MCP server Claude CodeCodexCursor +2

A Python MCP server for Qdrant memory storage and semantic search, compatible with Cursor-like MCP clients. Runs locally from the better-qdrant-mcp Python package.

not rated 1 9mo ago A tokens not measured original MIT

mcp-server-milvus

429

danchev/mcp-server-milvus

MCP server Claude CodeCodexCursor +2

MCP server for Milvus. Runs locally from the mcp-server-milvus Python package.

not rated 1 8mo ago A tokens not measured fork Apache-2.0

markdown-rag-mcp

430

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

432

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