Data and AI MCP servers

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

Browse within: mcp-server 129model-context-protocol 101LLM 96cli 28ai-tools 27embeddings 22local-first 21agentic-ai 19knowledge-graph 19gemini 16claude-desktop 15fastmcp 15agents 14knowledge-base 14

rag-banking-agent

529

bilelammouri/rag-banking-regulatory-agent

MCP server Claude CodeCodexCursor +2

MCP server "rag-banking-agent" as configured in bilelammouri/rag-banking-regulatory-agent. Runs locally from the rag-banking-agent Python package.

not rated 1 1mo ago A tokens not measured

llm-cost-estimator

530

waqarulwahab/llm-cost-estimator

MCP server Claude CodeCodexCursor +2

Token counting & multi-model LLM cost estimates: GPT-4o, Claude, Gemini, 25+. No API key. Runs locally from the llm-cost-estimator-mcp npm package.

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

outline-smart-mcp

531

huiseo/outline-smart-mcp

MCP server Claude CodeCodexCursor +2

Smart MCP server for Outline Wiki with AI-powered RAG Q&A, summarization, and semantic search. Runs locally from the outline-smart-mcp npm package.

not rated 1 7mo ago A tokens not measured

ollama-mcp-server

532

ngc-shj/ollama-mcp-server

MCP server Claude CodeCodexCursor +2

Modern MCP server for Ollama – rebooted and actively maintained. Runs locally from the ollama-mcp-server npm package.

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

local-rag-backend

533

suwa-sh/local-RAG-backend

MCP server Claude CodeCodexCursor +2

MCP server "local-rag-backend" as configured in suwa-sh/local-RAG-backend. Runs locally from the local-rag-backend Python package.

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

mistral-ai-mcp

534

tan-yong-sheng/mistral-ai-mcp

MCP server Claude CodeCodexCursor +2

Mistral AI MCP server. OCR, TTS, STT via Voxtral. Runs locally from the @tan-yong-sheng/mistral-ai-mcp npm package.

not rated 1 4mo ago A tokens not measured

wuwux666/RAG-MCP-SERVER

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in wuwux666/RAG-MCP-SERVER. Runs locally from the modular-rag-mcp-server Python package.

not rated 1 2mo ago A tokens not measured

pollux

536

Wsyjq/pollux

MCP server Claude CodeCodexCursor +2

A JAX framework for data-driven latent variable models, with models for stellar spectroscopy. Runs locally from the pollux Python package.

not rated 1 20d ago A tokens not measured original MIT

dataset-search-mcp

537

hyeonseo2/dataset-search-mcp

MCP server Claude CodeCodexCursor +2

MCP server "dataset-search-mcp" as configured in hyeonseo2/dataset-search-mcp. Runs locally from the dataset-search-mcp Python package.

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

dstools

538

lijiatuk/dstools

MCP server Claude CodeCodexCursor +2

MCP server "dstools" as configured in lijiatuk/dstools. Runs locally from the /absolute/path/to/dstools Python package. Needs 8 environment variables to run.

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

rag-obsidian-lmstudio

539

shirokoweb/rag-obsidian-lmstudio

MCP server Claude CodeCodexCursor +2

MCP server "rag-obsidian-lmstudio" as configured in shirokoweb/rag-obsidian-lmstudio. Runs locally from the rag-obsidian-lmstudio Python package.

not rated 1 +1 yesterday A tokens not measured original MIT

mcp-vision

540

kobexi26/mcp-vision

MCP server Claude CodeCodexCursor +2

MCP Server for image recognition - OCR and visual analysis via multimodal APIs, enables image understanding for text-only AI coding tools like Claude Code + DeepSeek. Runs locally from the mcp-vision Python package.

not rated 1 +1 2mo ago A tokens not measured

tributary

541

aaditya-diwan/tributary

MCP server Claude CodeCodexCursor +2

Streaming reactive and dataflow graphs in Python. Runs locally from the tributary Python package.

not rated 1 +1 4d ago A tokens not measured original MIT

signalgate-mcp

542

Rationaloptimist140/signalgate-mcp

MCP server Claude CodeCodexCursor +2

The sentiment engine for the AI Agent economy. Powered by Gemini 2.0. Runs locally from the signalgate-mcp npm package.

not rated 1 6mo ago A tokens not measured

shaddai-mcp

543

IzzoSol/shaddai-mcp

MCP server Claude CodeCodexCursor +2

SHADDAI 7-agent council + RAG knowledge bases as a Model Context Protocol server. Key-free: no API keys, no external LLM, no localhost. Wire it into Claude with one npx line and instantly get a knowledge-grounded 7-agent system. Runs locally from the shaddai-mcp npm package.

not rated 1 1mo ago A tokens not measured

veloxrag

544

ilikebug/veloxrag

MCP server Claude CodeCodexCursor +2

MCP server "veloxrag" as configured in ilikebug/veloxrag. Runs locally from the veloxrag Python package.

not rated 1 21d ago A tokens not measured copy · 86% MIT

aipod

545

bigg01/aipod

MCP server Claude CodeCodexCursor +2

A framework for packaging the models provided by the AI. Runs locally from the aipod Python package.

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

cortex

546

VBlackJack/Cortex

MCP server Claude CodeCodexCursor +2

Local multi-client RAG server over the Model Context Protocol. Runs locally from the cortex-local-rag Python package. Needs 1 environment variable to run.

not rated 1 +1 today A tokens not measured original Apache-2.0

ruflo

547

mandelbro/awesome-claude-hooks

MCP server Claude CodeCodexCursor +2

One of 2 in .mcp.json

Ruflo - Enterprise AI agent orchestration platform. Deploy 60+ specialized agents in coordinated swarms with self-learning, fault-tolerant consensus, vector memory, and MCP integration. Runs locally from the ruflo npm package.

not rated 1 5mo ago A tokens not measured original Apache-2.0

concept-rag

548

m2ux/workflow-server

MCP server Cursor

One of 4 in mcp.json

MCP server "concept-rag" as configured in m2ux/workflow-server. Runs ${HOME}/projects/main/concept-rag/dist/conceptual_index.js with node.

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

llama-memory

549

noualit/llama-server-memory-local

MCP server Claude CodeCodexCursor +2

Easy deployment of quantized llama models on cpu. Runs locally from the llama-memory Python package.

not rated 0 15d ago A tokens not measured original MIT

fhir-mcp-server

550

ysnr-dev/fhir-mcp-server

MCP server Claude CodeCodexCursor +2

Model Context Protocol server for FHIR R4 with validation, narrative generation, and comprehensive resource management. Runs locally from the fhir-mcp-server npm package.

not rated 0 1mo ago A tokens not measured

agentmem

551

Josan88/agentmem

MCP server Claude CodeCodexCursor +2

A Python package for managing AI agent memory systems with persistence and vector search. Runs locally from the agentmem Python package.

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

Holysmiles/LH_RAG_MCP_server

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in Holysmiles/LHRAGMCPserver. Runs locally from the modular-rag-mcp-server Python package.

not rated 0 25d ago A tokens not measured

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: