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

openrouter-mcp

122

physics91/openrouter-mcp

MCP server Claude CodeCodexCursor +2

A Model Context Protocol (MCP) server for OpenRouter API with Collective Intelligence - Multi-model consensus, ensemble reasoning, and collaborative problem solving. Runs locally from the @physics91/openrouter-mcp npm package.

not rated 9 23d ago A tokens not measured original MIT

muhammedehab35/MCP-qdrant-semantic-search

MCP server Claude CodeCodexCursor +2

MCP server "qdrant-semantic-search" as configured in muhammedehab35/MCP-qdrant-semantic-search. Runs dist/index.js with node. Needs 6 environment variables to run.

not rated 9 7mo ago A tokens not measured original MIT

tuiml

124

tuiml/tuiml

MCP server Claude CodeCodexCursor +2

An open-source agentic ML ecosystem with a clean Python API, MCP server for AI agents, and a community Hub for sharing algorithms, datasets, and models. Runs locally from the tuiml Python package.

not rated 10 2d ago A tokens not measured original BSD-3-Clause

vision-bridge-mcp

125

G12789/vision-bridge-mcp

MCP server Claude CodeCodexCursor +2

MCP vision proxy v0.2 — fork-merge of mature vision MCPs. Multi-model fallback, compareimages, cache, CLAUDE.md rules for DeepSeek text in VS Code / Claude Code. Runs locally from the vision-bridge-mcp npm package.

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

zvec-mcp-server

126

zvec-ai/zvec-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for Zvec vector database. Runs locally from the zvec-mcp-server Python package.

not rated 10 +2 4mo ago A tokens not measured original Apache-2.0

openpitch

127

Avierovich/openpitch

MCP server Claude CodeCodexCursor +2

The OpenPitch MCP server — open, sourced, confidence-scored intelligence on AI startups. Runs locally from the openpitch-mcp Python package.

not rated 8 yesterday A tokens not measured original MIT

mcp-server-colab-exec

128

pdwi2020/mcp-server-colab-exec

MCP server Claude CodeCodexCursor +2

MCP server for executing Python code on Google Colab GPU runtimes (T4/L4). Runs locally from the mcp-server-colab-exec Python package.

not rated 8 5mo ago A tokens not measured original MIT

just-prompt

129

aegntic/aegntic-MCP

MCP server Claude CodeCodexCursor +2

MCP server "just-prompt" as configured in aegntic/aegntic-MCP. Launched with uv --directory . run just-prompt --default-models openai:o3:high,openai:o4-mini:.

not rated 8 10mo ago A tokens not measured

grok-cli-mcp

130

BasisSetVentures/grok-cli-mcp

MCP server Claude CodeCodexCursor +2

MCP server that wraps the Grok CLI for seamless integration with Claude and other MCP clients. Runs locally from the grok-cli-mcp Python package.

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

mcp-emtrafesa

131

georgegiosue/mcp-emtrafesa

MCP server Claude CodeCodexCursor +2

A Model Context Protocol (MCP) server for accessing Emtrafesa bus transportation services in Peru. Runs locally from the mcp-emtrafesa npm package.

not rated 8 yesterday A tokens not measured original MIT

mcp-lightrag

132

enriquecatala/mcp-lightrag

MCP server Claude CodeCodexCursor +2

MCP Server for LightRAG with smart document upsert capabilities. Runs locally from the mcp-lightrag Python package.

not rated 8 3mo ago A tokens not measured original Apache-2.0

flink-mcp

133

Cledar/flink-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Apache Flink SQL Gateway. Runs locally from the flink-mcp Python package.

not rated 8 1y ago A tokens not measured

codebase-rag

134

di5rupt0r/codebase-rag

MCP server Claude CodeCodexCursor +2

Symbol-aware, staleness-tracking RAG over a codebase, exposed over MCP; layers on rag-timetravel. Runs locally from the codebase-rag Python package.

not rated 8 5mo ago A tokens not measured

promptlab

135

iRahulPandey/PromptLab

MCP server Claude CodeCodexCursor +2

PromptLab is a free, lightweight, open-source experimentation tool for Gen AI applications. Runs locally from the promptlab Python package.

not rated 8 1y ago A tokens not measured original Apache-2.0

gbrain

136

laozhong86/gbrain

MCP server Claude CodeCodexCursor +2

GPU Javascript Library for Machine Learning. Runs locally from the gbrain npm package.

not rated 8 5mo ago A tokens not measured original MIT

wm-mcp

137

hungson175/WM_MCP

MCP server Claude CodeCodexCursor +2

Run a world model locally, and let any LLM agent call it as a tool. V-JEPA 2 as an MCP server. Runs locally from the wm-mcp Python package.

not rated 8 1y ago A tokens not measured

vllm-mcp-server

138

micytao/vllm-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for vLLM - expose vLLM capabilities to AI assistants. Runs locally from the vllm-mcp-server Python package.

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

gctrl

139

GCTRL-TECH/platform

MCP server Claude CodeCodexCursor +2

Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens. Runs locally from the gctrl-mcp npm package. Needs 3 environment variables to run.

not rated 7 today A tokens not measured AGPL-3.0

kobsidian-mcp

140

bezata/kObsidian

MCP server Claude CodeCodexCursor +2

Filesystem-first MCP for Obsidian — an LLM-maintained wiki inspired by Karpathy's LLM Wiki. Runs locally from the kobsidian-mcp npm package. Needs 4 environment variables to run.

not rated 7 3d ago A tokens not measured original Apache-2.0

yt-mem-ai

141

dasein108/yt-mem-ai

MCP server Claude CodeCodexCursor +2

Local-first YouTube AI CLI: download, transcribe (captions -> whisper), embed in LanceDB, discover subscriptions, and summarize/highlight/Q&A. Runs locally from the yt-mem-ai Python package.

not rated 7 13d ago A tokens not measured original MIT

mcp-florence2

142

jkawamoto/mcp-florence2

MCP server Claude CodeCodexCursor +2

MCP server "mcp-florence2" as configured in jkawamoto/mcp-florence2. Launched with https://github.com/jkawamoto/mcp-florence2/releases/download/v0.4.0/mcp-florence.

not rated 7 27d ago A tokens not measured original MIT

BjornMelin/qdrant-neo4j-crawl4ai-mcp

MCP server Claude CodeCodexCursor +2

MCP server "qdrant-neo4j-crawl4ai-mcp" as configured in BjornMelin/qdrant-neo4j-crawl4ai-mcp. Runs locally from the qdrant-neo4j-crawl4ai-mcp Python package.

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

mcp-server-glm-vision

144

danilofalcao/mcp-server-glm-vision

MCP server Claude CodeCodexCursor +2

MCP Server for GLM-4.5V integration with Claude Code. Runs locally from the mcp-server-glm-vision Python package.

not rated 7 11mo ago A tokens not measured original MIT