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 96ai-tools 28cli 28embeddings 22local-first 21agentic-ai 19knowledge-graph 19gemini 16claude-desktop 15fastmcp 15agents 14knowledge-base 14

mcp-prompt-optimizer

769

grandinh/mcp-prompt-optimizer

MCP server Claude CodeCodexCursor +2

MCP server "mcp-prompt-optimizer" as configured in grandinh/mcp-prompt-optimizer. Runs locally from the @local/mcp-prompt-optimizer npm package.

not rated 0 10mo ago A tokens not measured original MIT

zk-armor/mcp-jina-ai

MCP server Claude CodeCodexCursor +2

An MCP server for Jina AI, providing tools for embeddings, reranking, and generation. NodeJS Version. Runs locally from the jina-ai-mcp-server-nodejs npm package.

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

muxue_rag

771

musnows/muxue_rag_mcp

MCP server Claude CodeCodexCursor +2

MCP server "muxuerag" as configured in musnows/muxueragmcp. Runs locally from the mcp_rag_tool Python package.

not rated 0 9mo ago A tokens not measured

cntx-ui

772

whaleen/cntx

MCP server Claude CodeCodexCursor +2

Autonomous Repository Intelligence engine with web UI and MCP server. Unified semantic code understanding, local RAG, and agent working memory. Runs locally from the cntx-ui npm package.

not rated 0 6mo ago A tokens not measured

mcp-server

773

PromStack-1/mcp-server

MCP server Claude CodeCodexCursor +2

PromStack MCP Server - Connect Claude Desktop and other MCP clients to your prompts. Runs locally from the @promstack-1/mcp-server npm package.

not rated 0 8mo ago A tokens not measured

pocket-agent-mcp

774

VikashS/pocket_agent_mcp

MCP server Claude CodeCodexCursor +2

MCP based Pocket Agent in vector db ( chroma) as storage. Runs locally from the pocket-agent-mcp Python package.

not rated 0 8mo ago A tokens not measured original MIT

dbt-cloud-migrate

775

BrJan/dbt-cloud-migration-tool

MCP server Claude CodeCodexCursor +2

MCP server "dbt-cloud-migrate" as configured in BrJan/dbt-cloud-migration-tool. Runs locally from the dbt-cloud-migrate Python package.

not rated 0 6mo ago A tokens not measured

code-context-mcp

776

RaheesAhmed/code-context-mcp

MCP server Claude CodeCodexCursor +2

MCP server with local RAG for Claude Code repo context. Runs locally from the code-context-mcp Python package.

not rated 0 7mo ago A tokens not measured copy · 100% MIT

rag-mcp-server

777

Rubrum95/rag-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for RAG (Retrieval-Augmented Generation) operations with local document indexing. Runs locally from the rag-mcp-server Python package.

not rated 0 6mo ago A tokens not measured

bedrock-kb-mcp-server

778

kawanishi0117/kk-mcp

MCP server Claude CodeCodexCursor +2

MCP server "bedrock-kb-mcp-server" as configured in kawanishi0117/kk-mcp. Runs locally from the bedrock-kb-mcp-server Python package.

not rated 0 9mo ago A tokens not measured

bach-open_ai21

779

BACH-AI-Tools/bachai-open-ai21

MCP server Claude CodeCodexCursor +2

MCP server for accessing Open Ai21 API. Runs locally from the bach-open_ai21 Python package.

not rated 0 9mo ago A tokens not measured original MIT

mlflow-mcp-server

780

yesid-lopez/mlflow-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for MLflow — browse experiments, query runs, and manage the model registry from any AI assistant. Runs locally from the mlflow-mcp-server Python package.

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

bedrock-kb-mcp-server

781

r3-yamauchi/bedrock-kb-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "bedrock-kb-mcp-server" as configured in r3-yamauchi/bedrock-kb-mcp-server. Runs locally from the bedrock-kb-mcp-server Python package.

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

datagraphs-mcp-server

782

datalanguage/datagraphs-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for interacting with Data Graphs knowledge graph platform. Runs locally from the @datalanguage/datagraphs-mcp-server npm package.

not rated 0 4mo ago A tokens not measured

Amama-Fatima/openrouter-multimodeal-mcp

MCP server Claude CodeCodexCursor +2

MCP server for OpenRouter — chat with 300+ LLMs, analyze images/audio/video, generate images (dedicated API), TTS/STT, video generation (Veo 3.1 / Seedance / Wan), async completions, response caching. Runs locally from the @stabgan/openrouter-mcp-multimodal npm package.

not rated 0 6mo ago A tokens not measured

vision-mcp

786

Jian-1197/vision-mcp

MCP server Claude CodeCodexCursor +2

MCP server for image analysis using Vision Language Models. Runs locally from the vision-mcp Python package.

not rated 0 2mo ago A tokens not measured

srikanrk/aws-wa-sagemaker-mcp

MCP server Claude CodeCodexCursor +2

MCP server "awslabs.sagemaker-wa-mcp-server" as configured in srikanrk/aws-wa-sagemaker-mcp. Runs locally from the awslabs.sagemaker-wa-mcp-server Python package.

not rated 0 5mo ago A tokens not measured

nickels/sap-ai-docs-mcp

MCP server Claude CodeCodexCursor +2

MCP server "sap-ai-core-documentation-mcp" as configured in nickels/sap-ai-docs-mcp. Runs locally from the sap-ai-core-documentation-mcp npm package.

not rated 0 9mo ago A tokens not measured

mix0z/Semantic-Search-MCP

MCP server Claude CodeCodexCursor +2

MCP server "qure-semantic-search-mcp" as configured in mix0z/Semantic-Search-MCP. Runs locally from the qure-semantic-search-mcp Python package.

not rated 0 9mo ago A tokens not measured

chroma-mcp-server

790

rkilchmn/chroma-mcp-server

MCP server Claude CodeCodexCursor +2

Chroma MCP Server - Vector Database Integration for LLM Applications. Runs locally from the chroma-mcp-server Python package.

not rated 0 11mo ago A tokens not measured

ragmcp

791

Sriragulcodez/RAGMCP

MCP server Claude CodeCodexCursor +2

MCP server "ragmcp" as configured in Sriragulcodez/RAGMCP. Runs locally from the ragmcp Python package.

not rated 0 7mo ago A tokens not measured

ollama-mcp

792

DTG404/ollama-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Ollama - exposes all Ollama SDK functionality through MCP tools. Runs locally from the ollama-mcp npm package.

not rated 0 3mo ago A tokens not measured original MIT