Data and AI

13,728 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.

docshelf-mcp

1009

ignatenkofi/docshelf-mcp

MCP server Claude CodeCodexCursor +2

MCP server for managing AI-friendly document collections — convert PDFs, split by chapter, index for chat projects. Runs locally from the docshelf-mcp Python package.

not rated 3 yesterday A tokens not measured original MIT

vidlizer

1010

arizawan/vidlizer

MCP server Claude CodeCodexCursor +2

Point it at a video, image, or PDF — get structured JSON. Runs local (Ollama, LM Studio, oMLX) or cloud (OpenRouter). CLI + MCP server for Claude Code, Cursor, and Claude Desktop. Runs locally from the vidlizer Python package.

not rated 3 4mo ago A tokens not measured original MIT

toon-mcp-server

1011

elminson/toon-mcp

MCP server Claude CodeCodexCursor +2

MCP server for TOON (Token-Oriented Object Notation) - Reduce LLM token usage by 50-70%. Runs locally from the toon-mcp-server npm package.

not rated 3 7mo ago A tokens not measured original MIT

kaggle-mcp-server

1012

Galaxy-Dawn/kaggle-mcp

MCP server Claude CodeCodexCursor +2

A full-featured MCP server wrapping the Kaggle API — 52 tools across competitions, datasets, kernels, models, benchmarks, and discussions. Runs locally from the kaggle-mcp-server Python package.

not rated 3 6mo ago A tokens not measured original MIT

kedro-mcp

1013

kedro-org/kedro-mcp

MCP server Claude CodeCodexCursor +2

MCP server with Kedro prompts and tools (local stdio, zero-install via uvx). Runs locally from the kedro-mcp Python package.

not rated 3 10mo ago A tokens not measured original Apache-2.0

Aadi775/MahoRAGa

MCP server Claude CodeCodexCursor +2

MCP server "mahoraga-knowledge-graph" as configured in Aadi775/MahoRAGa. Runs locally from the mahoraga-knowledge-graph Python package.

not rated 3 4mo ago A tokens not measured

nano-banana-mcp

1015

frannkurt/nano-banana-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Google's Gemini 2.5 Flash Image generation API with cross-platform support. Runs locally from the nano-banana-mcp npm package.

not rated 3 7d ago A tokens not measured copy · 100% Apache-2.0

rag-mcp-server

1016

tungetti/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 3 1y ago A tokens not measured original MIT

c2pa-knowledge-graph

1017

encypherai/c2pa-knowledge-graph

MCP server Claude CodeCodexCursor +2

MCP server "c2pa-knowledge-graph" as configured in encypherai/c2pa-knowledge-graph. Runs locally from the c2pa-knowledge-graph Python package.

not rated 3 3mo ago A tokens not measured original Apache-2.0

pmerwin/audio-transcription-mcp

MCP server Claude CodeCodexCursor +2

MCP server for real-time audio transcription using OpenAI Whisper. Runs locally from the audio-transcription-mcp npm package.

not rated 3 11mo ago A tokens not measured original MIT

karpathy-guidelines

1020

Shareed2k/honey

Cursor rule Cursor

Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.

not rated 3 3d ago A 571 tokens copy · 100% MIT

mcp

1021

promptibus/mcp

MCP server Claude CodeCodexCursor +2

Model intelligence for AI agents — syntax, params, pricing for 67+ generative AI models. Runs locally from the @promptibus/mcp npm package. Needs 2 environment variables to run.

not rated 3 4mo ago A tokens not measured original MIT

proxmox

1022

soyrageagency/proxmox-mcp-server

MCP server Claude CodeCodexCursor +2

Chat with your Proxmox VE cluster. A Model Context Protocol (MCP) server that lets any LLM list nodes, VMs and LXC containers, read status, manage lifecycle and take snapshots — safely. Built by SoyRage Agency. Runs locally from the @soyrageagency/proxmox-mcp npm package. Needs 5 environment variables to run.

not rated 3 changed 8d ago A tokens not measured original MIT

ollama-handoff

1023

Michael-WhiteCapData/ollama-handoff

MCP server Claude CodeCodexCursor +2

An MCP server that offloads cheap work from your cloud LLM agent to a local Ollama model. Runs locally from the ollama-handoff Python package. Needs 5 environment variables to run.

not rated 3 2mo ago A tokens not measured original MIT

shouting-mcp-langfuse

1024

z9905080/mcp-langfuse

MCP server Claude CodeCodexCursor +2

MCP server for interacting with Langfuse. Runs locally from the shouting-mcp-langfuse npm package.

not rated 3 1y ago A tokens not measured original Apache-2.0

nlsql-mcp-server

1025

tushar-badhwar/nlsql-mcp-server-npm

MCP server Claude CodeCodexCursor +2

Node.js wrapper for NLSQL MCP Server - Convert natural language to SQL using AI. Runs locally from the nlsql-mcp-server npm package.

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

promptdb-mcp-server

1026

ugmurthy/prompt-mcp-server

MCP server Claude CodeCodexCursor +2

A simple MCP Server to manage prompts based on tasknames. Runs locally from the promptdb-mcp-server npm package.

not rated 3 1y ago A tokens not measured

image-analysis

1027

2squirrelsai/local-mcp-image-analysis-server

MCP server Claude CodeCodexCursor +2

MCP server "image-analysis" as configured in 2squirrelsai/local-mcp-image-analysis-server. Runs /Users/anthonyturner/MCPs/image-analysis-server/enhanced_image_analysis_server.py with python3.

not rated 3 12mo ago A tokens not measured

meta-prompt-mcp

1028

kapillamba4/meta-prompt-mcp

MCP server Claude CodeCodexCursor +2

An MCP server that acts as a Prompting Oracle — advice from official Prompting Guides. Runs locally from the meta-prompt-mcp Python package.

not rated 3 +1 3mo ago A tokens not measured original MIT

gemini-vision

1029

the-sid-dani/second-brain-os

MCP server Claude CodeCodexCursor +2

One of 3 in .mcp.json

MCP server "gemini-vision" as configured in the-sid-dani/second-brain-os. Runs .claude/mcp-servers/gemini-vision.mjs with node.

not rated 3 +1 1mo ago A tokens not measured original MIT

prompt-architect

1030

hosanxiv/prompt-architect

Plugin Claude Code

Bundles 1 skill · 131 tokens together

Build high-quality, structured prompts using the 10-block framework from Anthropic's 'Prompting 101' workshop. Interview-style: asks 4 targeted questions, picks a task-type template, and produces a production-grade prompt with annotations and a test plan.

not rated 3 +1 3mo ago A tokens not measured original MIT

prompt-pyramid

1031

storyAura/lora-tagging-skills

Skill Claude CodeCodex

Reorder and purify scattered image-generation tags (Stable Diffusion, Flux, NovelAI, ComfyUI, WebUI, danbooru-style booru tags) into a single clean comma-separated prompt string built on a visual-weight pyramid. Use this skill PROACTIVELY whenever the user is writing or fixing a prompt for diffusion models — tags…

not rated 3 +1 1mo ago A 210 tokens original MIT

minimax-worldbuilder

1032

Hearmeman24/minimax-worldbuilder

Skill Claude CodeCodex

Compose MiniMax-H3 video-with-native-audio prompts in H3's mandatory structured format — full-reference (Ref2VA) and text-to-video (T2VA) only. Use whenever the target model is MiniMax-H3: the user says MiniMax, MiniMax-H3, H3, ref2va / r2v / t2v, names a minimaxh3 checkpoint, or names the MiniMaxH3ReferenceToVideo /…

not rated 3 +1 1mo ago A 333 tokens