agentmods.dev

Data and AI MCP servers

1,325 tagged Data and AI, measured the same way as everything else here.

Browse within: mcp-server 129model-context-protocol 103LLM 97ai-tools 28cli 28cursor 23embeddings 22local-first 21agentic-ai 19knowledge-graph 19gemini 17claude-desktop 15fastmcp 15agents 14

RAG and vectorsPrompting
Sort RelevanceRecently updatedFewest tokensSecurity gradeRepo starsStars this weekTop rated 1,325 mods

vision-mcp

1129

hal666/vision-mcp

MCP server Claude CodeCodexCursor +2

MCP server providing multimodal vision capabilities via OpenAI-compatible APIs. Runs locally from the vision-mcp npm package.

not rated 0 24d ago A tokens not measured copy · 100% MIT

codebase-rag-mcp

1130

sudoriaa/codebase-rag-mcp

MCP server Claude CodeCodexCursor +2

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

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

agentic-rag-mcp

1131

jiteshzope/Agentic-RAG-with-MCPs

MCP server Claude CodeCodexCursor +2

MCP server "agentic-rag-mcp" as configured in jiteshzope/Agentic-RAG-with-MCPs. Runs locally from the agentic-rag-mcp Python package.

not rated 0 27d ago A tokens not measured

rag-mcp-server

1132

q6066697/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 25d ago A tokens not measured copy · 100% MIT

modular-rag-mcp-server

1133

xiaoxinbuxingyeyuan/MODULAR-RAG-MCP-SERVER

MCP server Claude CodeCodexCursor +2

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

not rated 0 25d ago A tokens not measured

glm-vision-mcp-river831

1134

River831/glm-vision-mcp

MCP server Claude CodeCodexCursor +2

GLM-4.6V-Flash vision MCP server (Zhipu AI). Exposes analyzeimage for image understanding / OCR. Runs locally from the glm-vision-mcp-river831 Python package.

not rated 0 24d ago A tokens not measured

pvlt

1135

KrishBnsl/promptVault

MCP server Claude CodeCodexCursor +2

Open-source prompt versioning, evaluation, and management as an MCP server. Runs locally from the pvlt Python package.

not rated 0 23d ago A tokens not measured original MIT

modular-rag-mcp-server

1136

MiemieYang-yang/MODULAR-RAG-MCP-SERVER

MCP server Claude CodeCodexCursor +2

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

not rated 0 23d ago A tokens not measured

mcp-rag-opencode

1137

Gatoco/mnemos-mcp

MCP server Claude CodeCodexCursor +2

MCP server "mcp-rag-opencode" as configured in Gatoco/mnemos-mcp. Runs locally from the mcp-rag-opencode Python package.

not rated 0 23d ago A tokens not measured

basic-self-rag

1138

FireWizard-V9/self_rag_mcp

MCP server Claude CodeCodexCursor +2

MCP server "basic-self-rag" as configured in FireWizard-V9/selfragmcp. Runs locally from the basic-self-rag Python package.

not rated 0 23d ago A tokens not measured

mflowy

1139

ifoodsci-ai/mflowy

MCP server Claude CodeCodexCursor +2

MCP-native ML capability layer for autonomous data-analysis / model-training / prediction agents — enumerable MCP tool catalog composed into traceable YAML-DAG experiment workflows. Runs locally from the mflowy Python package.

not rated 0 15d ago A tokens not measured original MIT

shap-mcp

1140

Manas-maker/shap-mcp

MCP server Claude CodeCodexCursor +2

A lightweight MCP server that exposes SHAP-based model explainability as agent-callable tools. Runs locally from the shap-mcp Python package.

not rated 0 22d ago A tokens not measured original MIT

maxkb-mcp

1141

North-CS/maxkb-knowledge-mcp

MCP server Claude CodeCodexCursor +2

MCP server "maxkb-mcp" as configured in North-CS/maxkb-knowledge-mcp. Runs locally from the maxkb-mcp Python package.

not rated 0 21d ago A tokens not measured

vlm-mcp

1142

YC-CLT/VLM-mcp

MCP server Claude CodeCodexCursor +2

VLM Image Understanding MCP Server - Support OpenAI protocol compatible VLMs. Runs locally from the vlm-mcp Python package.

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

fayna-rag-mcp

1143

fayna-digital/fayna-rag-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 0 16d ago A tokens not measured original MIT

opencode-document-rag-mcp

1144

humbertolvarona/opencode-document-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "opencode-document-rag-mcp" as configured in humbertolvarona/opencode-document-rag-mcp. Runs locally from the opencode-document-rag-mcp Python package.

not rated 0 22d ago A tokens not measured original MIT

qdrant-mcp-ollama

1145

michal7kw/qdrant-mcp-ollama

MCP server Claude CodeCodexCursor +2

MCP server "qdrant-mcp-ollama" as configured in michal7kw/qdrant-mcp-ollama. Runs locally from the qdrant-mcp-ollama Python package.

not rated 0 21d ago A tokens not measured original Apache-2.0

hybrid-rag-memory

1146

masaki-kato-119/hybrid-rag-memory

MCP server Claude CodeCodexCursor +2

MCP server "hybrid-rag-memory" as configured in masaki-kato-119/hybrid-rag-memory. Runs mcp_server/server.py with python. Needs 2 environment variables to run.

not rated 0 21d ago A tokens not measured original MIT

qdrant-mcp-server

1147

Ripnrip/qdrant-mcp-server

MCP server Claude CodeCodexCursor +2

A Model Context Protocol (MCP) server for Qdrant vector database with semantic search capabilities. Runs locally from the qdrant-mcp-server Python package.

not rated 0 20d ago A tokens not measured

boop-mcp-rag

1148

ttacleinad-boop/MCP---RAG

MCP server Claude CodeCodexCursor +2

MCP server "boop-mcp-rag" as configured in ttacleinad-boop/MCP---RAG. Runs locally from the boop-mcp-rag Python package.

not rated 0 20d ago A tokens not measured

vhdl-rag-mcp

1149

ru551n/vhdl-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "vhdl-rag-mcp" as configured in ru551n/vhdl-rag-mcp. Runs locally from the vhdl-rag-mcp Python package.

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

qdrant-rag-build-mcp

1150

avaazquezz/RAG-Build

MCP server Claude CodeCodexCursor +2

MCP server "qdrant-rag-build-mcp" as configured in avaazquezz/RAG-Build. Runs locally from the qdrant-rag-build-mcp Python package.

not rated 0 19d ago A tokens not measured original Apache-2.0

evo2-mcp

1151

Shiroko114514/evo2-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for generating, scoring and embedding genomic sequences using Evo 2. Runs locally from the evo2-mcp Python package.

not rated 0 19d ago A tokens not measured

agentic-rag

1152

trentmilam/agentic-rag

MCP server Claude CodeCodexCursor +2

MCP server "agentic-rag" as configured in trentmilam/agentic-rag. Runs locally from the agentic-rag Python package.

not rated 0 20d ago A tokens not measured copy · 100% MIT