Data and AI

13,736 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.

rag-mcp

1441

Keith-hoka/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 1 2mo ago A tokens not measured

cocoindex-mcp

1442

datarian/mcp-coco

MCP server Claude CodeCodexCursor +2

MCP server for querying cocoindex code embeddings database. Runs locally from the cocoindex-mcp Python package.

not rated 1 2mo ago A tokens not measured original MIT

image-mcp

1443

systemmin/image-mcp

MCP server Claude CodeCodexCursor +2

A locally running image-recognition server that lets an agent send images to visual AI services. MCP is a standard way for an agent to connect to external tools.

not rated 1 2mo ago A tokens not measured

kaggle

1444

mtrakretech/kaggle-mcp

MCP server Claude CodeCodexCursor +2

MCP server "kaggle" as configured in mtrakretech/kaggle-mcp. Runs /ABSOLUTE/PATH/TO/kaggle-mcp/kaggle_mcp.py with python. Needs 3 environment variables to run.

not rated 1 2mo ago A tokens not measured original MIT

ctxd

1445

thisis-gp/ctxd

MCP server Claude CodeCodexCursor +2

Vendor-neutral context contract, semantic compiler, release validation, and MCP runtime for reliable data agents. Runs locally from the @dagurupriyan/ctxd npm package.

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

llmstudio-mcp

1446

dam2452/llmstudio-mcp

MCP server Claude CodeCodexCursor +2

MCP server "llmstudio-mcp" as configured in dam2452/llmstudio-mcp. Runs locally from the llmstudio-mcp Python package.

not rated 1 1mo ago A tokens not measured

mcp

1447

openvecta/mcp

MCP server Claude CodeCodexCursor +2

MCP server for OpenVecta — call OpenVecta inference models (OpenAI-compatible, USDC per call) as tools from any MCP client. Runs locally from the @openvecta/mcp npm package.

not rated 1 1mo ago A tokens not measured copy · 84% MIT

sakshamjain2301/videocontext-mcp

MCP server Claude CodeCodexCursor +2

MCP server "video-understanding-mcp" as configured in sakshamjain2301/videocontext-mcp. Runs locally from the video-understanding-mcp Python package.

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

grp-kb

1449

Arvindh95Censof/grp-kb

MCP server Claude CodeCodexCursor +2

Semantic search MCP server for an Acumatica KB, single multilingual index, no Obsidian/Smart Connections required. Runs locally from the grp-kb Python package.

not rated 1 1mo ago A tokens not measured

maha-context-compiler

1450

Maha-Strategies/maha-mcp-bridge

Skill Claude CodeCodex

Pre-inference prompt compression middleware that reduces document and prompt token payloads by 74% prior to calling LLMs. Use this tool when prompt context exceeds 10,000 tokens to cut LLM input token costs on Base Mainnet.

not rated 1 1mo ago A 55 tokens original MIT

hybrid-rag-mcp-server

1451

n-irei/hybrid-rag-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "hybrid-rag-mcp-server" as configured in n-irei/hybrid-rag-mcp-server. Runs locally from the hybrid-rag-mcp-server Python package.

not rated 1 5mo ago A tokens not measured

h2ogpte-mcp-server

1452

h2oai/h2ogpte-mcp-server

MCP server Claude CodeCodexCursor +2

MCP API server for h2oGPTe. Runs locally from the h2ogpte-mcp-server Python package.

not rated 1 1mo ago A tokens not measured

mcp-prompt-server

1453

marcmodin/mcp-prompt-server

MCP server Claude CodeCodexCursor +2

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

not rated 1 11mo ago A tokens not measured original MIT

data-science-mcp

1454

LiChenStuttgart/data-science-mcp

MCP server Claude CodeCodexCursor +2

Data Science MCP Server — Model training, evaluation, and evolution tools for agentic ML workflows. Integrates with agent-utilities IModelEvolver (CONCEPT:AHE-3.15). Runs locally from the data-science-mcp Python package.

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

omni-inference

1455

alrcatraz/astra-aigate

Skill Claude CodeCodex

The core OpenAI-compatible inference endpoints: chat completions, embeddings, images, audio (TTS/STT), moderations, rerank, and the Responses API. The primary integration surface for AI agents.

not rated 1 yesterday A 47 tokens original MIT

gemini-understanding

1456

sandlong/gemini-understanding

MCP server Claude CodeCodexCursor +2

MCP server "gemini-understanding" as configured in sandlong/gemini-understanding. Runs locally from the @sandlong/gemini-understanding npm package.

not rated 1 10d ago A tokens not measured original MIT

glm-vision-mcp

1457

JJChou000/glm-vision-mcp

MCP server Claude CodeCodexCursor +2

A local MCP server for visual understanding from the GLM Coding Plan. Visual understanding means examining images and interpreting what they contain.

not rated 1 23d ago A tokens not measured original MIT

flowproof-mcp

1458

ajibadedapo/flowproof-mcp

MCP server Claude CodeCodexCursor +2

Run reproducible bioinformatics pipelines from an AI assistant over MCP, with verifiable provenance. Runs locally from the flowproof-mcp Python package.

not rated 1 25d ago A tokens not measured original MIT

guardian-mcp

1459

Washington5533/guarftrain

Skill Claude CodeCodex

Use Guardian MCP tools to monitor, intervene, and analyze ML training. Covers 35 tools across monitoring, checkpoint analysis, recovery, dashboard config, and cross-experiment queries. Use when the user asks about training status, anomalies, checkpoints, experiments, model analysis, or when Guardian MCP server is…

not rated 1 17d ago A 65 tokens original MIT

glm-vision-mcp

1460

SongY1021/glm-vision-mcp

MCP server Claude CodeCodexCursor +2

A locally run MCP server that uses the GLM-4V multimodal AI model to analyse images and other visual input. Multimodal means it can work with visual content as well as text.

not rated 1 1mo ago A tokens not measured copy · 86% MIT

mimo-vision-mcp

1461

jack4862/mimo-vision-mcp

MCP server Claude CodeCodexCursor +2

MCP server for visual understanding via Xiaomi MIMO multimodal API. Runs locally from the mimo-vision-mcp Python package.

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

layout-aware-rag

1462

zzkws/Layout-Aware-RAG

MCP server Claude CodeCodexCursor +2

MCP server "layout-aware-rag" as configured in zzkws/Layout-Aware-RAG. Runs locally from the layout-aware-rag Python package.

not rated 1 11d ago A tokens not measured original Apache-2.0

llm-eval-mcp

1463

cdywolf/llm-eval-mcp

MCP server Claude CodeCodexCursor +2

MCP server "llm-eval-mcp" as configured in cdywolf/llm-eval-mcp. Runs locally from the llm-eval-mcp Python package.

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

visual-understanding

1464

JayceVane/visual-understanding

Skill Claude Code

Multi-provider visual understanding tool for images, videos, and documents. Supports captioning, OCR, visual Q&A, document analysis, and object grounding (bounding-box localisation) through configurable providers (Zhipu GLM-V, OpenAI GPT-4o, Anthropic Claude, or any OpenAI-compatible endpoint). Use when the user wants…

not rated 1 26d ago A 103 tokens original MIT

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