Data and AI MCP servers

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

Browse within: mcp-server 130model-context-protocol 101LLM 98ai-tools 27cli 27embeddings 22local-first 22agentic-ai 19knowledge-graph 19knowledge-base 16claude-desktop 15fastmcp 15gemini 15agents 14

ollama-mcp-server

265

m-mehdi14/ollama-mcp-server

MCP server Claude CodeCodexCursor +2

Universal MCP server for Ollama - Works with ANY IDE or application that supports Model Context Protocol (MCP). Compatible with Cursor IDE, Claude Desktop, Cline, and all MCP-compatible clients. Provides tools to list models, chat, generate text, and mana. Runs locally from the @muhammadmehdi/ollama-mcp-server npm…

not rated 3 7mo ago A tokens not measured original MIT

rag-project

266

1644156/yunwen-doc-ai-platform

MCP server Claude CodeCodexCursor +2

MCP server "rag-project" as configured in 1644156/yunwen-doc-ai-platform. Runs locally from the rag-project Python package.

not rated 3 2mo ago A tokens not measured

qwen-omni-mcp

267

sommio/qwen-omni-mcp

MCP server Claude CodeCodexCursor +2

MCP server for video/image/audio understanding via Bailian (DashScope) Qwen3.8-Max + Qwen3.5-Omni. Runs locally from the qwen-omni-mcp npm package.

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

crocodile

268

nazmiefearmutcu/Crocodile

MCP server Claude CodeCodexCursor +2

Deep Learning Framework & Workload Management For On-premise Personal Machines. Runs locally from the crocodile Python package.

not rated 2 1mo ago A tokens not measured original Apache-2.0

lynxprompt-mcp

269

GeiserX/lynxprompt-mcp

MCP server Claude CodeCodexCursor +2

MCP server for LynxPrompt — browse, search, and manage AI configuration blueprints. Runs locally from the lynxprompt-mcp npm package. Needs 2 environment variables to run.

not rated 2 4d ago A tokens not measured GPL-3.0

hubmesh

270

DemigodDSK/hubmesh

MCP server Claude CodeCodexCursor +2

Centrality-aware GraphRAG retrieval planner — drop-in layer over any vector DB. Runs locally from the hubmesh Python package.

not rated 2 26d ago A tokens not measured original MIT

rag-vault

271

RobThePCGuy/rag-vault

MCP server Claude CodeCodexCursor +2

Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup. Runs locally from the @robthepcguy/rag-vault npm package. Needs 6 environment variables to run.

not rated 2 6d ago A tokens not measured

neo-mcp

272

NeoAIResearch/neo-mcp

MCP server Claude CodeCodexCursor +2

Neo MCP server — bring Neo, the autonomous AI engineer for ML, LLM, GenAI & data workflows, into Claude Code, Cursor, Codex & other editors. Describe a task; Neo builds it and writes results to your repo. Runs locally from the neo-mcp Python package. Needs 3 environment variables to run.

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

chimeraforge

273

Sahil170595/Chimeraforge

MCP server Claude CodeCodexCursor +2

LLM deployment optimizer (performance, cost, and safety) — backed by 204,000 real measurements on consumer GPUs. Runs locally from the chimeraforge Python package.

not rated 2 2d ago A tokens not measured original MIT

pqs-mcp-server

274

OnChainAIIntel/pqs-mcp-server

MCP server Claude CodeCodexCursor +2

PQS scores any prompt before the model runs. 8 dimensions. 5 frameworks. Pre-flight, not post-hoc. Runs locally from the pqs-mcp-server npm package. Needs 1 environment variable to run.

not rated 2 3mo ago A tokens not measured original MIT

calypso-so/calypso-mcp-server

MCP server Claude CodeCodexCursor +2

Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge. Runs locally from the @calypsohq/multimodal-rag-mcp-server npm package. Needs 2 environment variables to run.

not rated 2 9d ago A tokens not measured original MIT

goldencheck

276

benseverndev-oss/goldencheck

MCP server Claude CodeCodexCursor +2

Data validation that discovers rules from your data so you don't have to write them. Runs locally from the goldencheck Python package.

not rated 2 4mo ago A tokens not measured original MIT archived

spec-score-mcp

277

openpoem/spec-score-mcp

MCP server Claude CodeCodexCursor +2

Score your specs before feeding them to an LLM. MCP server with radar chart visualization. Runs locally from the spec-score-mcp npm package.

not rated 2 3mo ago A tokens not measured original MIT

atex-ai-gateway

278

lm203688/atex

MCP server Claude CodeCodexCursor +2

One API key for 6 AI models. Pay-per-use. MCP protocol support with web search. Remote server at smithery.ai.

not rated 2 3d ago A tokens not measured

meta-prompt-mcp

279

kapillamba4/meta-prompt-mcp

MCP server Claude CodeCodexCursor +2

An MCP server that acts as a Prompting Oracle — advice from official Prompting Guides. Runs locally from the meta-prompt-mcp Python package.

not rated 2 3mo ago A tokens not measured original MIT

pinrag

280

ndjordjevic/pinrag

MCP server Claude CodeCodexCursor +2

A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as an MCP server for Cursor, VS Code, and other AI assistants. Runs locally from the pinrag Python package. Needs 3 environment variables to run.

not rated 2 4mo ago A tokens not measured original MIT

gpu-bridge

281

gpu-bridge/mcp-server

MCP server Claude CodeCodexCursor +2

30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more. Runs locally from the @gpu-bridge/mcp-server npm package. Needs 1 environment variable to run.

not rated 2 5mo ago A tokens not measured original MIT

thecrawler

282

manchittlab/TheCrawler

MCP server Claude CodeCodexCursor +2

Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support. Runs locally from the thecrawler npm package.

not rated 2 2mo ago A tokens not measured AGPL-3.0

contextweaver

283

wchiway/contextweaver-mcp

MCP server Claude CodeCodexCursor +2

Semantic code retrieval engine with hybrid search, context expansion, and 40+ language support. Runs locally from the @chiway/contextweaver npm package.

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

toolbelt

284

toolbeltai/toolbelt-skills

MCP server Claude CodeCodexCursor +2

A collaborative substrate over your data: vector, knowledge graph, SQL, geospatial, streaming. Remote server at mcp.toolbelt.ai.

not rated 2 27d ago A tokens not measured original Apache-2.0

gemini-vision

285

the-sid-dani/second-brain-os

MCP server Claude CodeCodexCursor +2

One of 3 in .mcp.json

MCP server "gemini-vision" as configured in the-sid-dani/second-brain-os. Runs .claude/mcp-servers/gemini-vision.mjs with node.

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

claude-context

286

berekvolgyipeter/dotclaude

MCP server Claude CodeCodexCursor +2

One of 4 in .mcp.json

MCP server "claude-context" as configured in berekvolgyipeter/dotclaude. Launched with sh -c export $(grep '^OPENAI_API_KEY=' .env | xargs) && exec npx --yes @zilliz/c. Needs 2 environment variables to run.

not rated 2 today A tokens not measured original MIT

w3-mcp-server-qdrant

287

famtong8-dev/w3-mcp-server-qdrant

MCP server Claude CodeCodexCursor +2

MCP server for vector search with Qdrant and Ollama embeddings. Runs locally from the w3-mcp-server-qdrant Python package.

not rated 2 5mo ago A tokens not measured original MIT

knowledge

288

caitao-ct/knowledge-base

MCP server Claude CodeCodexCursor +2

MCP server "knowledge" as configured in caitao-ct/knowledge-base. Launched with bash -lc cd /path/to/knowledge && ./bin/knowledge-mcp --transport stdio. Needs 5 environment variables to run.

not rated 2 3mo ago A tokens not measured original ISC

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