Data and AI

14,165 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.

using-vlm-mcp

2137

YC-CLT/VLM-mcp

Skill Claude CodeCodex

Use when user provides images requiring VLM-based processing via VLM-mcp.

not rated 0 changed 2mo ago A 21 tokens original MIT

fayna-rag-mcp

2138

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 2mo ago A tokens not measured original MIT

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 2mo ago A tokens not measured original MIT

qdrant-mcp-ollama

2140

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 2mo ago A tokens not measured original Apache-2.0

hybrid-rag-memory

2141

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 2mo ago A tokens not measured original MIT

qdrant-mcp-server

2142

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 2mo ago A tokens not measured

boop-mcp-rag

2143

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 19d ago A tokens not measured

vhdl-rag-mcp

2144

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 2mo ago A tokens not measured original MIT

qdrant-rag-build-mcp

2145

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 2mo ago A tokens not measured original Apache-2.0

evo2-mcp

2146

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 2mo ago A tokens not measured

agentic-rag

2147

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

grok-prompting

2148

bigu1/grok-plugin-codex

Skill Claude Code

Internal guidance for composing clear Grok task prompts from Codex rescue handoffs.

not rated 0 2mo ago A 21 tokens original Apache-2.0

rag-mcp-server

2149

Mily-Lv/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 2mo ago A tokens not measured copy · 100% MIT

notes-rag-pg

2150

00aimlds00/notes-rag-pg

MCP server Claude CodeCodexCursor +2

MCP server "notes-rag-pg" as configured in 00aimlds00/notes-rag-pg. Runs locally from the notes-rag-pg Python package.

not rated 0 2mo ago A tokens not measured

gpt-img-2/image3-prompt-mcp

Skill Claude CodeCodex

Research real GPT Image 2 prompt examples and turn rough image ideas into structured prompt packs, reference-image edit instructions, product visuals, layouts, and debugging loops. Use for prompt search, prompt rewriting, ecommerce images, readable text, posters, social creatives, character sheets, storyboards, or…

not rated 0 2mo ago A 84 tokens original MIT

rag-pipeline

2153

jansc4/rag-pipeline

MCP server Claude CodeCodexCursor +2

A library for Retrieval-Augmented Generation with Azure OpenAI. Runs locally from the rag-pipeline Python package.

not rated 0 2mo ago A tokens not measured

gpt-img-2/opensora2-prompt-mcp

Skill Claude CodeCodex

Turn rough video ideas into structured OpenSora prompt packs, reference-aware motion instructions, shot plans, and focused debugging loops. Use for text-to-video, image-to-video, video-to-video, product clips, cinematic scenes, transitions, or multi-shot sequences; do not use for unrelated models, account support, or…

not rated 0 2mo ago A 79 tokens original MIT

faq-rag

2155

lalithavallabhaneni01-debug/glean-faq-rag-mcpf

MCP server Claude CodeCodexCursor +2

MCP server "faq-rag" as configured in lalithavallabhaneni01-debug/glean-faq-rag-mcpf. Runs locally from the ${CLAUDE_PROJECT_DIR:-.} Python package.

not rated 0 2mo ago A tokens not measured

gpt-img-2/chinavideoai-prompt-mcp

Skill Claude CodeCodex

Turn rough China AI video ideas into structured English or Chinese prompt packs, reference-aware motion instructions, shot plans, and focused debugging loops. Use for text-to-video, image-to-video, reference-to-video, video-to-video, product clips, cinematic scenes, transitions, or multi-shot sequences; do not use for…

not rated 0 2mo ago A 83 tokens original MIT

gpt-img-2/see-dance-2-prompt-mcp

Skill Claude CodeCodex

Turn rough video ideas into structured English or Chinese Seedance-oriented prompt packs, exact reference bindings, shot sequences, and focused debugging loops. Use for text-to-video, image-to-video, multimodal reference, product clips, cinematic scenes, transitions, or loops; do not use for account support, live…

not rated 0 2mo ago A 81 tokens original MIT

pharma-rag-mcp

2158

kartikeya788/pharma-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "pharma-rag-mcp" as configured in kartikeya788/pharma-rag-mcp. Runs locally from the pharma-rag-mcp Python package.

not rated 0 2mo ago A tokens not measured

vision-mcp

2159

HelenQ/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 2mo ago A tokens not measured copy · 100% MIT

knowledge-gateway-mcp

2160

Dmitry-Kaleykin/knowledge-gateway-mcp

MCP server Claude CodeCodexCursor +2

MCP server "knowledge-gateway-mcp" as configured in Dmitry-Kaleykin/knowledge-gateway-mcp. Runs locally from the knowledge-gateway-mcp npm package.

not rated 0 2mo ago A tokens not measured

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: