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

vector-store-mcp

889

dotlab-hq/vector-store-mcp

MCP server Claude CodeCodexCursor +2

MCP server for OpenAI Vector Store API — manage vector stores, files, batches, and search. Runs locally from the @dotlab-hq/vector-store-mcp npm package.

not rated 0 3mo ago A tokens not measured

mcp-server-ragdocs

890

gorizond/mcp-server-ragdocs

MCP server Claude CodeCodexCursor +2

An MCP server for semantic documentation search and retrieval using vector databases to augment LLM capabilities. Runs locally from the @gorizond/mcp-server-ragdocs npm package.

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

mcp-rag-mcp-server

891

LXVault/mcp

MCP server Claude CodeCodexCursor +2

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

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

notes-rag-mcp

892

konradxmalinowski/mcp-notes

MCP server Claude CodeCodexCursor +2

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

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

rag-mcp

893

mmer547/rag_mcp

MCP server Claude CodeCodexCursor +2

This is a local rag-mcp solution with chromadb using langchain and docling. Runs locally from the rag-mcp Python package.

not rated 0 3mo ago A tokens not measured

nvidia-vision-mcp

894

cyril-belin/nvidia-vision-mcp

MCP server Claude CodeCodexCursor +2

MCP server for reading local images with NVIDIA vision models. Runs locally from the nvidia-vision-mcp npm package.

not rated 0 1mo ago A tokens not measured copy · 100% MIT

agent-fact-system

895

leoge007/agent-fact-system

MCP server Claude CodeCodexCursor +2

MCP server "agent-fact-system" as configured in leoge007/agent-fact-system. Runs locally from the agent-fact-system Python package.

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

supeng0916-beep/RAG-MCP-Server

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in supeng0916-beep/RAG-MCP-Server. Runs locally from the modular-rag-mcp-server Python package.

not rated 0 3mo ago A tokens not measured

gigwa-mcp

897

gkanogiannis/Gigwa-MCP

MCP server Claude CodeCodexCursor +2

MCP server for driving Gigwa installations: import genotype/metadata, run QC and diversity analyses. Runs locally from the gigwa-mcp Python package. Needs 5 environment variables to run.

not rated 0 today A tokens not measured original Apache-2.0

KaushalprajapatiKP/custom-MCP-servers

MCP server Claude CodeCodexCursor +2

MCP server "custom-py-mcp-servers-including-rag" as configured in KaushalprajapatiKP/custom-MCP-servers. Runs locally from the Custom-py-mcp-servers-including-rag Python package.

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

ai-distiller-mcp

899

axonempire/ai-distiller-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 0 1y ago A tokens not measured

blender-synthgen-mcp

900

scott-createplay/blender-mcp-synthgen

MCP server Claude CodeCodexCursor +2

MCP server "blender-synthgen-mcp" as configured in scott-createplay/blender-mcp-synthgen. Runs locally from the blender-synthgen-mcp Python package.

not rated 0 25d ago A tokens not measured original MIT

azhang/qdrant-llamaindex-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for reading LlamaIndex documents stored in Qdrant vector database. Runs locally from the qdrant-llamaindex-mcp-server Python package.

not rated 0 1y ago A tokens not measured fork Apache-2.0

local-ai-mcp

902

TMHSDigital/local-ai-mcp

MCP server Claude CodeCodexCursor +2

Unified MCP server for managing local model runtimes (Ollama, LM Studio, and more): provider-agnostic discovery, lifecycle, hardware-fit, and delegated inference. Runs locally from the @tmhs/local-ai-mcp npm package.

not rated 0 12d ago A tokens not measured

turbovec-mcp

903

potatofacee/turbovec-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 0 3mo ago A tokens not measured original BSD-3-Clause

vision-mcp

904

ZRZRING/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 3mo ago A tokens not measured

ai-orchestrator

905

halitartuc/ai-orchestrator

MCP server Claude CodeCodexCursor +2

A flexible, multi-provider AI orchestrator for routing requests based on cost, latency, and other strategies. Runs locally from the ai-orchestrator npm package.

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

athena

906

Vis-3/Athena

MCP server Claude CodeCodexCursor +2

Interact with your Hadoop cluster from the convenience of your local command line. Runs locally from the athena Python package.

not rated 0 2mo ago A tokens not measured

glm-vision-mcp-server

907

kira4094/glm-vision-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for Zhipu AI's GLM vision models (GLM-5V-Turbo, GLM-4.6V, etc.). Runs locally from the glm-vision-mcp-server npm package.

not rated 0 2mo ago A tokens not measured

mcp-dataforge

908

Prometheus-agent/mcp-dataforge

MCP server Claude CodeCodexCursor +2

Multi-agent data engineering framework — MCP-native. Runs locally from the mcp-dataforge Python package.

not rated 0 2mo ago A tokens not measured original Apache-2.0

agent-eyes-mcp

909

huangzhixin0420/agent-eyes-mcp

MCP server Claude CodeCodexCursor +2

Give text-only LLM agents eyes: an MCP server + CLI that describes images through a vision-language model (VLM) API. Runs locally from the agent-eyes-mcp npm package.

not rated 0 24d ago A tokens not measured original MIT

deepseek-vision-mcp

910

dclddb/deepseek-vision-mcp

MCP server Claude CodeCodexCursor +2

MCP Server that gives DeepSeek (and other text-only LLMs) vision capability via third-party OpenAI-compatible vision APIs. Runs locally from the deepseek-vision-mcp Python package.

not rated 0 27d ago A tokens not measured copy · 100% MIT

qdrant-mcp-server

912

deveyus/qdrant-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for semantic search using local Qdrant and Ollama (default) with support for OpenAI, Cohere, and Voyage AI. Runs locally from the @mhalder/qdrant-mcp-server npm package.

not rated 0 27d ago A tokens not measured original MIT