Data and AI MCP servers

1,327 tagged Data and AI, measured the same way as everything else here.

Browse within: model-context-protocol 101ai-tools 27embeddings 22local-first 22knowledge-graph 19knowledge-base 16claude-desktop 15fastmcp 15gemini 15chromadb 11agent-memory 10claude-code-plugin 10data-engineering 10hybrid-search 10

RonasIT/open-webui-mcp-server-python

MCP server Claude CodeCodexCursor +2

MCP server "open-webui-knowledge-mcp-server" as configured in RonasIT/open-webui-mcp-server-python. Runs locally from the open-webui-knowledge-mcp-server Python package.

not rated 4 5mo ago A tokens not measured original MIT

deepset-mcp

194

deepset-ai/deepset-mcp-server

MCP server Claude CodeCodexCursor +2

Collection of MCP tools and Agents to work with the deepset AI platform. Create, debug or learn about pipelines on the platform. Useable from the CLI, Cursor, Claude Code, or other MCP clients. Runs locally from the deepset-mcp Python package.

not rated 4 yesterday A tokens not measured original Apache-2.0

mle-kit-mcp

195

IlyaGusev/mle_kit_mcp

MCP server Claude CodeCodexCursor +2

MCP server that provides different tools for MLE. Runs locally from the mle-kit-mcp Python package.

not rated 4 10mo ago A tokens not measured original Apache-2.0

mcp-server

196

supavec/mcp-server

MCP server Claude CodeCodexCursor +2

A Model Context Protocol (MCP) server for Supavec that enables AI assistants to fetch relevant embeddings and content. Runs locally from the @supavec/mcp-server npm package.

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

lm-studio-mcp-server

197

portertech/lm-studio-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for LM Studio model management. Runs locally from the @portertech/lm-studio-mcp-server npm package.

not rated 4 6mo ago A tokens not measured original ISC

mcp-text-classifier

198

baobab-tech/mcp-text-classifier

MCP server Claude CodeCodexCursor +2

MCP server "mcp-text-classifier" as configured in baobab-tech/mcp-text-classifier. Runs locally from the mcp-text-classifier Python package.

not rated 4 5mo ago A tokens not measured

mcp-teleprompter

199

raisinbread/teleprompter

MCP server Claude CodeCodexCursor +2

An MCP server that manages and exposes tools to allow prompt re-use with LLMs. Runs locally from the mcp-teleprompter npm package.

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

vllm-mcp

200

StanleyChanH/vllm-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 4 11mo ago A tokens not measured original MIT

prompt-learning-mcp

201

curiositech/prompt-learning-mcp

MCP server Claude CodeCodexCursor +2

MCP server "prompt-learning-mcp" as configured in curiositech/prompt-learning-mcp. Runs locally from the @anthropic-skills/prompt-learning-mcp npm package.

not rated 4 8mo ago A tokens not measured

ms-fabric-mcp-server

202

bablulawrence/ms-fabric-mcp-server

MCP server Claude CodeCodexCursor +2

Model Context Protocol (MCP) server for Microsoft Fabric - exposes Fabric operations as MCP tools for AI agents. Runs locally from the ms-fabric-mcp-server Python package.

not rated 4 3d ago A tokens not measured

ollama-mcp-server

203

paolodalprato/ollama-mcp-server

MCP server Claude CodeCodexCursor +2

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

not rated 4 8mo ago A tokens not measured original MIT

prompt-ops-mcp

204

heyjustinai/prompt-ops-mcp

MCP server Claude CodeCodexCursor +2

MCP server for intelligent prompt optimization using meta-prompting techniques. Runs locally from the prompt-ops-mcp npm package.

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

agentgraph

205

AgentAvow/AgentAvow

MCP server Claude CodeCodexCursor +2

A library for task-based parallel programming for Python. AgentGraph primarily targets AI software that integrates LLM queries (it contains language support generating LLM queries), but can also parallelize tasks that make calls into native code that drops the GIL. Supports LLM query memoization for fast, cheap debug…

not rated 4 today A tokens not measured original MIT

mcp-server

206

perceptron-ai-inc/mcp-server

MCP server Claude CodeCodexCursor +2

Perceptron MCP server for high-accuracy visual perception powered by fast, efficient vision-language models. Runs locally from the @perceptron-ai/mcp-server npm package.

not rated 4 3mo ago A tokens not measured original Apache-2.0

claude-kb

207

tenequm/claude-kb

MCP server Claude CodeCodexCursor +2

Universal knowledge base with Qdrant for Claude Code integration. Runs locally from the claude-kb Python package.

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

ollama-mcp-demo

208

dakofler/ollama-mcp-demo

MCP server Claude CodeCodexCursor +2

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

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

falai-mcp-tools

209

berkbirkan/falai-mcp

MCP server Claude CodeCodexCursor +2

FastMCP server exposing fal.ai model APIs. Runs locally from the falai-mcp-tools Python package.

not rated 4 11mo ago A tokens not measured original MIT

comeonzhj/better-prompts-mcp

MCP server Claude CodeCodexCursor +2

MCP server "mcp-server-better-prompts" as configured in comeonzhj/better-prompts-mcp. Runs locally from the mcp-server-better-prompts Python package.

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

dify-doc-mcp-server

211

shellus/difydocmcpserver

MCP server Claude CodeCodexCursor +2

MCP Server for Dify Knowledge Base integration. Runs locally from the dify-doc-mcp-server npm package.

not rated 4 1y ago A tokens not measured

dgallitelli/sagemaker-ai-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "sagemaker-ai-mcp-server" as configured in dgallitelli/sagemaker-ai-mcp-server. Runs locally from the sagemaker-ai-mcp-server Python package.

not rated 4 10mo ago A tokens not measured original Apache-2.0

databricks-mcp

213

ChrisChoTW/databricks-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 4 6mo ago A tokens not measured original MIT

deepseek-mcp-image

214

Chuyuxuan0v0/deepseek-mcp-image

MCP server Claude CodeCodexCursor +2

MCP server that reads images via SenseNova 6.8 Flash-Lite multimodal model. Runs locally from the deepseek-mcp-image npm package.

not rated 4 17d ago A tokens not measured original MIT

openwebui-mcp

215

vedmaka/openwebui-mcp

MCP server Claude CodeCodexCursor +2

Open WebUI MCP server (FastMCP) - ask models with tool support, list models. Runs locally from the openwebui-mcp Python package.

not rated 4 1mo ago A tokens not measured

voxagent

216

zanezhao0708/voxagent

MCP server Claude CodeCodexCursor +2

A lightweight, model-agnostic LLM provider abstraction with streaming and tool support. Runs locally from the voxagent Python package.

not rated 4 19d ago A tokens not measured original MIT