Data and AI skills

10,161 tagged Data and AI, measured the same way as everything else here.

Browse within: LLM 284agents 135agent 131agentic-ai 110skills 87cli 77machine-learning 60anthropic-claude 59coding-agents 59chatgpt 57javascript 56ai-scientist 55openai 52bioinformatics 44

qmcp-manager

722

BigKAA/qmcp

Skill Claude CodeCodex

Qdrant MCP Server management and diagnostics skill. Use whenever working with the qmcp (QDrant MCP Server) project for semantic code search. Activates on queries about: Qdrant database state, collections, or indexed content Cleaning up vector database (orphans, stale vectors, missing files) Understanding what's…

not rated 1 5mo ago A 146 tokens original Apache-2.0

vision-router

723

wotonger/vision-router-mcp

Skill Claude CodeCodex

Analyze images through the vision-router MCP server using a user-selected BYOK cloud vision model (Gemini, Qwen VL / DashScope, SiliconFlow, OpenRouter, or any OpenAI-compatible vision API), then reason over the structured result. Use whenever an answer depends on image content and the current model cannot see images…

not rated 1 1mo ago A 69 tokens original MIT

glm-vision

724

yblt/glm-vision

Skill Claude CodeCodex

A skill that gives text-only AI models access to image understanding through the GLM-4.6V-Flash vision model. It can work with images, screenshots, charts, scanned pages, documents, and image URLs.

not rated 1 1mo ago A 159 tokens

vision-extension

725

loudMore/vision-extension

Skill Claude CodeCodex

Use this skill for ANY interaction with vision-extension (the open-source vision pack at github.com/loudMore/vision-extension, containing the vision-extension MCP server) — installing/configuring it, calling its tools (mcpvision-extensiondescribeimage, mcpvision-extensioncompareimages, mcpvision-extensionextracttext)…

not rated 1 2mo ago B 273 tokens original MIT

documentation-server

726

Unity-Billal-mesloub/mcp-documentation-server

Skill Claude CodeCodex

Use when you need to store, retrieve, search, or manage documents in a local knowledge base with semantic search and hybrid (vector + full-text) retrieval. Also use when interacting with the documentation server web interface, managing uploads, or performing AI-powered document analysis. Use this instead of MCP-native…

not rated 1 17d ago A 71 tokens

ml-research-workflow

727

zhyx12/projtool

Skill Claude CodeCodex

Use this skill whenever the user is doing ML experiment work in a projtool-managed repo — that is, requests involving training, runs, manifests, reports, mutagen sync, AutoDL instances, GPU provisioning, experiment branches, worktrees, image builds, research threads / lineage / the docs registry, or projtool tool…

not rated 1 29d ago A 206 tokens original MIT

maha-context-compiler

728

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

omni-inference

729

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 today A 47 tokens original MIT

guardian-mcp

730

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 16d ago A 65 tokens original MIT

visual-understanding

731

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 25d ago A 103 tokens original MIT

zipai-optimizer

733

nickdesi/ZipAI

Skill Claude CodeCodex

Skill "zipai-optimizer" from nickdesi/ZipAI, covering zipai: ultra-dense token optimizer, rules, 1. zero filler, 2. ambiguity and 3. prompt caching.

not rated 1 13d ago A 4 tokens original MIT

john-walkoe/pinecone_assistant_mcp

Skill Claude CodeCodex

Delegation and answer evaluation workflows for the Pinecone Assistant. Uses assistantchat as a sub-agent (Pinecone handles retrieval and synthesis internally) and evaluateanswer to validate answer correctness and completeness against ground truth. Use when Claude's context window is the primary constraint or when…

not rated 1 6mo ago A 128 tokens original MIT

poyo-ai-models

735

PoyoAPI/poyo-devtools

Skill Codex

Discover, price, and execute PoYo chat and media-generation models through PoYo MCP or CLI. Use when Codex needs to choose a PoYo model, inspect its input schema, run non-streaming chat, stream chat through the CLI, submit image/video/audio/3D generation, poll a task, or report credits and failures.

not rated 1 changed yesterday A 74 tokens original MIT

maha-context-compiler

736

Maha-Strategies/maha-corp-web

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 yesterday A 55 tokens

context-repo-mcp

737

Gitmaxd/context-repo-mcp

Skill Claude CodeCodex

Search, retrieve, version, and persist prompts, documents, and collections through the hosted Context Repo MCP. Use this skill whenever the user mentions Context Repo, saved prompts, prompt templates, stored documents, collections, semantic search, or hierarchical document navigation.

not rated 1 13d ago A 56 tokens original MIT

feishu-memory

738

junqiu520/feishu-memory-mcp

Skill Claude CodeCodex

A Chinese-language skill for saving, searching, updating, and deleting information across conversations through a Feishu memory service. Feishu is a collaboration platform, and RAG is a way to retrieve relevant stored documents or notes for an agent.

not rated 1 2mo ago A 44 tokens original MIT

neurarch-skill

739

neurarch-ai/neurarch-mcp

Skill Claude CodeCodex

Run an evidence-gated edit loop over a Neurarch model graph through the neurarch-mcp MCP server. Use when an agent needs to inspect, explain, audit, extend, refactor, or debug a neural-network architecture stored as a .neurarch.json graph; summarize a model; locate parameter or compute hotspots; trace dependencies and…

not rated 1 2d ago A 125 tokens original MIT

slookisen/lokal

Skill Claude CodeCodex

Enriches local food producer agents on the Lokal platform with verified public data. Runs hourly to improve data quality across 1000+ agents. Includes quality filters to remove non-local businesses.

not rated 1 today C 44 tokens original MIT

graphify

741

real-limitless/mcp-flow

Skill Claude CodeCodex

Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community…

not rated 1 +1 today B 76 tokens copy · 92% Apache-2.0

kindy/skills

Skill Claude CodeCodex

Create, edit, and build Observable Notebooks using Notebook Kit. Use when working with .html notebook files, generating static sites from notebooks, querying databases from notebooks, or using data loaders (Node.js/Python/R) in notebooks. Covers notebook file format, cell types, CLI commands, database connectors, and…

not rated 0 7mo ago A 71 tokens

Marc-Dvci/praxis-datahub

Skill Claude Code

Use this skill when a source schema change has broken, or is about to break, a downstream transformation and the user wants a fix they can merge — not a summary. Triggers on: "a column was renamed, fix the dbt model", "this field is gone downstream", "schema drift", "our model still selects the old column", "generate…

not rated 0 1mo ago A 140 tokens original Apache-2.0

apiany-integration

744

ailingqu/ApiAny.AI-MCP

Skill Codex

Use when a user asks to integrate with APIAny, choose or compare APIAny models, estimate APIAny credits or pricing, migrate OpenAI-compatible clients to APIAny, generate APIAny model usage examples, or run confirmed APIAny image and video tasks through the APIAny MCP server.

not rated 0 2mo ago A 62 tokens original MIT

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: