Data and AI MCP servers

1,321 tagged Data and AI, measured the same way as everything else here.

Browse within: mcp-server 129model-context-protocol 103LLM 97ai-tools 28cli 28embeddings 22local-first 21agentic-ai 19knowledge-graph 19gemini 16claude-desktop 15fastmcp 15agents 14knowledge-base 14

lightrag-mcp

985

nailmailster/lightrag-mcp

MCP server Claude CodeCodexCursor +2

MCP server for LightRag. Runs locally from the lightrag-mcp npm package.

not rated 0 2mo ago A tokens not measured copy · 100% MIT

embedforge

986

He-user520/EmbedForge

MCP server Claude CodeCodexCursor +2

MCP server "embedforge" as configured in He-user520/EmbedForge. Runs locally from the embedforge Python package.

not rated 0 2mo ago A tokens not measured original MIT

kira4094/qwen-vision-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for Alibaba Qwen3.7-plus vision model via DashScope Anthropic-compatible API. Runs locally from the qwen-vision-mcp-server npm package.

not rated 0 2mo ago A tokens not measured

engram

989

gsn2dd/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 0 25d ago A tokens not measured copy · 100% MIT

llm-gateway-mcp

990

felmarv/llm-gateway-mcp-public

MCP server Claude CodeCodexCursor +2

MCP server "llm-gateway-mcp" as configured in felmarv/llm-gateway-mcp-public. Runs locally from the llm-gateway-mcp Python package.

not rated 0 6d ago A tokens not measured original MIT

kioku

991

sandovaldavid/kioku

MCP server Claude CodeCodexCursor +2

MCP server "kioku" as configured in sandovaldavid/kioku. Launched with kioku. Needs 3 environment variables to run.

not rated 0 today A tokens not measured original MIT

ai-lab

992

bunlongheng/ai-lab

MCP server Claude CodeCodexCursor +2

A set of components for AI in React. Runs locally from the ai-lab npm package.

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

paperwithcode-mcp

993

GtJerry111/paperwithcode-hf-mcp

MCP server Claude CodeCodexCursor +2

MCP server "paperwithcode-mcp" as configured in GtJerry111/paperwithcode-hf-mcp. Runs locally from the paperwithcode-mcp Python package.

not rated 0 2mo ago A tokens not measured copy · 86% MIT

groq-mcp

994

liewcc/groq-agentic-mcp

MCP server Claude CodeCodexCursor +2

MCP server "groq-mcp" as configured in liewcc/groq-agentic-mcp. Runs locally from the groq-mcp Python package.

not rated 0 2mo ago A tokens not measured original MIT

grp-kb-mcp

995

Arvindh95Censof/kb-mcp

MCP server Claude CodeCodexCursor +2

Semantic search MCP server for an Acumatica KB Obsidian vault (Smart Connections embeddings). Runs locally from the grp-kb-mcp Python package.

not rated 0 2mo ago A tokens not measured

llm-fallback-mcp

996

KhushalB25/llm-fallback-mcp

MCP server Claude CodeCodexCursor +2

MCP server that completes prompts with automatic provider fallback across OpenAI, Anthropic Claude, and Google Gemini. Handles rate limits, transient errors, and missing keys by trying the next provider in chain. Returns first success with full attempt lo. Runs locally from the llm-fallback-mcp npm package.

not rated 0 2mo ago A tokens not measured original MIT

signalforge-mcp

997

karthikeyGoli/signalforge

MCP server Claude CodeCodexCursor +2

Local-first MCP prompt intent compiler with RAG-backed context retrieval for Codex, Claude Code, Cursor, and generic LLM workflows. Runs locally from the signalforge-mcp npm package.

not rated 0 2mo ago A tokens not measured

ollama-wrapper-mcp

998

PieterVDMerwe/ollama-wrapper-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 0 2mo ago A tokens not measured

myrmion-graphrag

999

e2its/myrmion-graphrag

MCP server Claude CodeCodexCursor +2

MCP server "myrmion-graphrag" as configured in e2its/myrmion-graphrag. Runs locally from the myrmion-graphrag Python package.

not rated 0 2mo ago A tokens not measured original MIT

modular-rag-mcp-server

1000

Nhuajia/RAG_MCP

MCP server Claude CodeCodexCursor +2

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

not rated 0 2mo ago A tokens not measured

claude-vision-mcp

1001

wonderstone843/claude-vision-mcp

MCP server Claude CodeCodexCursor +2

A local MCP server that sends images to Claude for visual recognition and returns text descriptions. MCP is a standard way for an AI agent to use external tools.

not rated 0 2mo ago A tokens not measured original MIT

KennyWayn3/document-intelligence-server

MCP server Claude CodeCodexCursor +2

MCP server for intelligent document processing - extract, classify, summarize PDFs/Docs/Images using vision LLMs. Runs locally from the document-intelligence-server Python package.

not rated 0 2mo ago A tokens not measured

source-rag-mcp

1004

hanhy06/source-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "source-rag-mcp" as configured in hanhy06/source-rag-mcp. Runs locally from the source-rag-mcp npm package.

not rated 0 15d ago A tokens not measured

modular-rag-mcp-server

1005

lijunjie469/MODULAR-RAG-MCP-SERVER

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in lijunjie469/MODULAR-RAG-MCP-SERVER. Runs locally from the modular-rag-mcp-server Python package.

not rated 0 2mo ago A tokens not measured

deepseek-vision-mcp

1006

m77can/deepseek-vision-mcp

MCP server Claude CodeCodexCursor +2

MCP server for visual image recognition using OpenAI-compatible vision models. Zero-dependency single-file build, configurable via MCP client environment variables (url/apiKey/model). Runs locally from the deepseek-vision-mcp npm package.

not rated 0 2mo ago A tokens not measured

mcp-server-qdrant

1007

ai-integr8tor/mcp-server-qdrant

MCP server Claude CodeCodexCursor +2

MCP server for retrieving context from a Qdrant vector database. Runs locally from the mcp-server-qdrant Python package.

not rated 0 4d ago A tokens not measured original Apache-2.0

federated-search

1008

ArkTechNWA/federated-search

MCP server Claude CodeCodexCursor +2

Federated search module with PGVector and reranking support. Runs locally from the federated-search Python package.

not rated 0 2mo ago A tokens not measured