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-server-vikingdb

721

fastmcp-me/vikingdb-mcp-server

MCP server Claude CodeCodexCursor +2

a mcp server for vikingdb store and search. Runs locally from the mcp-server-vikingdb Python package.

not rated 0 11mo ago A tokens not measured fork

mcp-hfspace

722

xiyuefox/mcp-hfspace

MCP server Claude CodeCodexCursor +2

MCP Server to connect to Hugging Face spaces. Simple configuration, Claude Desktop friendly. Runs locally from the @llmindset/mcp-hfspace npm package.

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

mcp-server-qdrant

723

Jimmy974/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 1y ago A tokens not measured

woollama

724

teaguesterling/woollama

MCP server Claude CodeCodexCursor +2

Web Over Ollama (and Llamas) — an MCP + OpenAI router for AI desktops. Runs locally from the woollama Python package.

not rated 0 6d ago A tokens not measured AGPL-3.0

model-radar

725

srclight/model-radar

MCP server Claude CodeCodexCursor +2

MCP server that discovers live catalogs across HTTPS providers and subscription CLIs, ranks models by latency, and helps AI agents pick or compare them. Runs locally from the model-radar-mcp Python package.

not rated 0 11d ago A tokens not measured original MIT

mmwrag

726

mikrominiw/scientific-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "mmwrag" as configured in mikrominiw/scientific-rag-mcp. Runs locally from the mmwrag Python package.

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

python-mcp

727

akream/mcppython

MCP server Claude CodeCodexCursor +2

A local MCP prompt-management service written for the Python MCP package. MCP is a standard way for an AI assistant to call tools and use connected services.

not rated 0 1y ago A tokens not measured

mcp-rag

728

apatoliya/mcp-rag

MCP server Claude CodeCodexCursor +2

A local MCP server for retrieval-augmented generation, a method that lets an AI find relevant information before forming an answer. The description does not specify its data sources or tools.

not rated 0 1y ago A tokens not measured

parallelix-mcp

729

parallelixnetwork/parallelix-mcp

MCP server Claude CodeCodexCursor +2

MCP server for the ParalleliX Compute API. Offload parallel inference sub-tasks to a distributed GPU network, paid in $PRLX credits. Runs locally from the parallelix-mcp npm package.

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

VirtualCoder0/rag-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in VirtualCoder0/rag-mcp-server. Runs locally from the modular-rag-mcp-server Python package.

not rated 0 6mo ago A tokens not measured

omniflow

731

huppugo1/OmniFlow

MCP server Claude CodeCodexCursor +2

OMOP CDM data harmonization and quality control tool. Runs locally from the omniflow Python package.

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

model-hub-mcp

732

akiojin/model-hub-mcp

MCP server Claude CodeCodexCursor +2

MCP server for fetching AI models from OpenAI, Anthropic, and Google. Runs locally from the @akiojin/model-hub-mcp npm package.

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

cursor-mcp-rag

733

MeetRathodNitsan/MCP1

MCP server Claude CodeCodexCursor +2

MCP server "cursor-mcp-rag" as configured in MeetRathodNitsan/MCP1. Runs locally from the cursor-mcp-rag Python package.

not rated 0 1y ago A tokens not measured

local.local-rag

734

zongzi-zongzhi/local-Rag

MCP server Claude CodeCodexCursor +2

MCP server "local.local-rag" as configured in zongzi-zongzhi/local-Rag. Runs locally from the local-rag npm package. Needs 13 environment variables to run.

not rated 0 3mo ago A tokens not measured copy · 83% MIT

rag-mcp

735

ldilba/MCP

MCP server Claude CodeCodexCursor +2

MCP server "rag-mcp" as configured in ldilba/MCP. Runs locally from the mcp[cli] Python package.

not rated 0 1y ago A tokens not measured

ragandllm-mcp

736

iijimam/RAGandLLM-MCP

MCP server Claude CodeCodexCursor +2

MCP server "ragandllm-mcp" as configured in iijimam/RAGandLLM-MCP. Runs locally from the ragandllm-mcp Python package.

not rated 0 1y ago A tokens not measured

mcp-prompt-optimizer

737

zxw94FE/mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for optimizing and enhancing prompts for better AI interactions. Runs locally from the @zhaixiaowei/mcp-prompt-optimizer npm package.

not rated 0 1y ago A tokens not measured

rag-mcp-app

738

Alex-ChanHC/rag-mcp-app

MCP server Claude CodeCodexCursor +2

MCP server "rag-mcp-app" as configured in Alex-ChanHC/rag-mcp-app. Runs locally from the rag-mcp-app Python package.

not rated 0 1y ago A tokens not measured

fhir-ig-rag

739

davidcumming/fhir-ig-rag

MCP server Claude CodeCodexCursor +2

MCP server "fhir-ig-rag" as configured in davidcumming/fhir-ig-rag. Runs locally from the fhir-ig-rag Python package.

not rated 0 7mo ago A tokens not measured

v1truv1us/verbalized-sampling-mcp

MCP server Claude CodeCodexCursor +2

MCP server for injecting Verbalized Sampling prompts into subagents, commands, and skills. Runs locally from the verbalized-sampling-mcp npm package.

not rated 0 5mo ago A tokens not measured

rag

741

monthop-gmail/rag-mcp-claude

MCP server Claude CodeCodexCursor +2

MCP server "rag", hosted remotely at localhost, as configured in monthop-gmail/rag-mcp-claude.

not rated 0 6mo ago A tokens not measured

gamma-mcp

742

Purple-Horizons/gamma-mcp

MCP server Claude CodeCodexCursor +2

MCP server "gamma-mcp" as configured in Purple-Horizons/gamma-mcp. Runs locally from the @purple-horizons/gamma-mcp npm package.

not rated 0 7mo ago A tokens not measured

mcp-ai-gateway

743

kinhunt/mcp-ai-gateway

MCP server Claude CodeCodexCursor +2

Universal MCP server enabling AI clients (Claude Desktop, etc.) to access third-party models (GPT-5, Claude Opus 4, Gemini 2.5 Pro) with intelligent model selection and custom endpoints. Runs locally from the mcp-ai-gateway npm package.

not rated 0 1y ago A tokens not measured archived

azure-ai-mcp-server

744

caiotk/nexguideai-azure-ai-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "azure-ai-mcp-server" as configured in caiotk/nexguideai-azure-ai-mcp-server. Runs locally from the azure-ai-mcp-server npm package.

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