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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Uses ChatGPT in the browser as the planning and review brain for a Codex session, with Codex keeping all execution and ChatGPT reading the workspace through a bridge. | XiaoDuoYa/ | 7.2k | — | ~11k | Automated safety check: Notes | MIT | 10 days ago |
| 2 | Read the open paper and write study annotations into its PDF with zotero-cli - a context box on the title, a four-part summary on the abstract, role-coded abstract highlights, one box per figure… | 54yyyu/ | 5.3k | — | ~1.5k | Automated safety check: Pass | MIT | 3 days ago |
| 3 | Guides building on-device multi-agent apps in Swift with the AgentSquad framework: which agent, orchestrator, classifier, storage or voice type fits each situation. | 2FastLabs/ | 7.8k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 4 | Enable, operate, and extend CAO's MCP Apps surface — the host-rendered fleet dashboard visible inside MCP App hosts (Claude Desktop, ChatGPT, VS Code Copilot, Goose, Postman). | awslabs/ | 1.4k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. | Haohao-end/ | 791 | 1 repo | ~4.9k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 6 | Guide developers through creating and updating ChatGPT plugins. | alpic-ai/ | 2.2k | — | ~1k | Automated safety check: Pass | MIT | 3 days ago |
| 7 | Get a deep critical review of research idea from GPT via Codex MCP. | GRIND-Lab-Core/ | 106 | 5 repos | ~1.1k | Automated safety check: Notes | No licence | 5 mo ago |
| 8 | A skill your agent uses when creating, editing, validating, or running agent-qa tests, suites, or hooks. | vostride/ | 904 | — | ~569 | Automated safety check: Pass | Unknown | 2 mo ago |
| 9 | Inspect a ChatGPT Apps MCP server codebase and generate chatgpt-app-submission.json with app info suggestions, tool hint justifications, test cases, and negative test cases, then report review-check… | nteract/ | 2.7k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | Load the official MCP Apps builder skills (create-mcp-app, migrate-oai-app, add-app-to-server, convert-web-app) from github.com/modelcontextprotocol/ext-apps. | awslabs/ | 1.4k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | 11.Agent Recall Persistent compounding memory for AI agents. An agent skill from Goldentrii/AgentRecall-X. | Goldentrii/ | 371 | — | ~5.2k | Automated safety check: Notes | MIT | 13 days ago |
| 12 | 12.Nextcrm Connect to NextCRM MCP server to manage CRM data — accounts, contacts, leads, opportunities, targets, products, contracts, activities, documents, target lists, enrichment, email accounts, campaigns… | pdovhomilja/ | 717 | — | ~3.3k | Automated safety check: Pass | MIT | today |
| 13 | Guide developers through creating and updating MCP Apps. An agent skill from alpic-ai/skybridge. | alpic-ai/ | 2.2k | — | ~906 | Automated safety check: Pass | MIT | 3 days ago |
| 14 | 14.Openai Docs A skill your agent uses when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official documentation with citations, help… | lingxling/ | 302 | 1 repo | ~4.7k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 15 | How to build production MCP servers with MCP Fusion using the MVA (Model-View-Agent) pattern. | vinkius-labs/ | 256 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | 20 days ago |
| 16 | 16.Xquik MCP Connect, verify, and troubleshoot Xquik's remote MCP server. | Xquik-dev/ | 211 | 1 repo | ~997 | Automated safety check: Pass | MIT | today |
| 17 | 17.Skybridge Guide developers through creating and updating ChatGPT plugins and MCP Apps. | alpic-ai/ | 2.2k | — | ~923 | Automated safety check: Pass | MIT | 3 days ago |
| 18 | 18.Openai Docs A skill your agent uses when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions… | aafqaq/ | 103 | 2 repos | ~861 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 19 | Build, extend, and debug AI agents in Egroo using the Microsoft Agent Framework (C .NET). | jihadkhawaja/ | 178 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 20 | How to deploy MCP servers to Vinkius Edge using mcpfusion deploy. | vinkius-labs/ | 256 | — | ~1.7k | Automated safety check: Notes | Apache-2.0 | 20 days ago |
| 21 | 21.Bank Answer questions about the user's own bank accounts and money using the bank MCP tools (listaccounts, getbalances, gettransactions, watches). | noskillish/ | 277 | — | ~1.1k | Automated safety check: Pass | MIT | 12 days ago |
| 22 | A skill your agent uses when investigating failed agent-qa runs, inspecting artifacts, classifying failures, or comparing recent runs. | vostride/ | 904 | — | ~394 | Automated safety check: Pass | Unknown | 2 mo ago |
| 23 | Create or revise openchatx-mcp Toolbox plugins and TypeScript tools from a user's natural-language request. | XiaoPuOuO/ | 257 | — | ~709 | Automated safety check: Pass | MIT | 5 days ago |
| 24 | 24.Openma Use the openma platform to build, deploy, and manage AI agents. | openma-ai/ | 315 | — | ~854 | Automated safety check: Pass | Apache-2.0 | today |
| 25 | 25.Opik Reference for the Opik SDK — tracing, span types, framework integrations, threads, and the prompt library (Python, TypeScript, REST). | comet-ml/ | 220 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 26 | 26.Openai Docs A skill your agent uses when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations, help choosing the latest model for a use case, or… | Haohao-end/ | 791 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 27 | Guide for using the NeuroLink SDK and CLI. An agent skill from juspay/neurolink. | juspay/ | 148 | — | ~1.4k | Automated safety check: Pass | MIT | today |
| 28 | Add mcp-rubber-duck MCP server to an AI coding tool (Claude Desktop, Cursor, VS Code, Windsurf, etc.) | nesquikm/ | 178 | — | ~1.3k | Automated safety check: Notes | MIT | 2 days ago |
| 29 | Explains how to run, integrate and debug the deep-research-mcp project through its CLI, Python API or MCP server, with OpenAI, Gemini and DR-Tulu backends. | pminervini/ | 114 | — | ~5.8k | Automated safety check: Pass | MIT | 13 days ago |
| 30 | 30.MCP Tools Defines how to add Operately MCP tools (API-first wrappers). | operately/ | 579 | — | ~2.4k | Automated safety check: Pass | Unknown | yesterday |
| 31 | Create, extend, package, and troubleshoot Codex and ChatGPT plugins using OpenAI MCP Extensions. | callstackincubator/ | 152 | — | ~1.9k | Automated safety check: Pass | No licence | 2 days ago |
| 32 | 32.Hegelion Dialectical reasoning and autocoding via Hegelion MCP tools. | Hmbown/ | 173 | — | ~359 | Automated safety check: Pass | MIT | 6 mo ago |
| 33 | 33.Setup Set up BankMCP™ on this machine step by step: check Node, register the local MCP server, walk through the Enable Banking application, finish the setup page and connect the first bank. | noskillish/ | 277 | — | ~805 | Automated safety check: Pass | MIT | 12 days ago |
| 34 | 34.Openai Docs A skill your agent uses when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official documentation with citations, help… | delorenj/ | 445 | — | ~5.7k | Automated safety check: Pass | Apache-2.0 | 17 days ago |
| 35 | Guides building an MCP app: an MCP server that also serves interactive UI widgets such as forms, pickers and confirm dialogs, rendered inline in chat hosts like Claude and ChatGPT. | anthropics/ | 38k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | today |
| 36 | 36.Tool Design Design and verify tools that AI agents can actually use — for any framework or language (MCP servers, LangChain/LangGraph, function-calling, raw JSON schema; TypeScript, Python, or otherwise). | agentailor/ | 132 | — | ~3.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 37 | Use after an agent-qa run has failed and you need to debug, patch, and verify the issue using MCP evidence, logs, artifacts, and local code changes instead of generated fix suggestions. | vostride/ | 904 | — | ~398 | Automated safety check: Pass | Unknown | 2 mo ago |
| 38 | How to post clean, rich, deduplicated GitHub PR review comments — suggestion blocks, multi-line anchors, markers, formatting rules. | juspay/ | 148 | — | ~698 | Automated safety check: Pass | MIT | today |
| 39 | Show or change the Cassette editing model and thinking level for the current media session. | Cassette-Editor/ | 119 | 1 repo | ~374 | Automated safety check: Pass | MIT | 5 days ago |
| 40 | Build MCP servers for Copilot Chat using the OpenAI Apps SDK or MCP Apps SDK widget rendering support (any language). | microsoft/ | 1k | — | ~6.1k | Automated safety check: Notes | Unknown | yesterday |
| 41 | Decide which AI agent behaviors are worth an eval case, then write those cases — harness-, framework-, and language-agnostic. | agentailor/ | 132 | — | ~5.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 42 | Queries A-share, Hong Kong, ETF and index market data over MCP, streams live quotes by WebSocket, and lets you drive both from WeChat through picoclaw. | Yourdaylight/ | 189 | — | ~1.2k | Automated safety check: Notes | MIT | 1 mo ago |
| 43 | 43.Facturas Úsalo cuando el usuario pida redactar una factura, una cuenta de cobro o una nota de cobro. | gustavoeenriquez/ | 212 | — | ~127 | Automated safety check: Pass | MIT | 2 days ago |
| 44 | A skill your agent uses when exposing a Docker Agent as a server (MCP, HTTP API, A2A, ACP, or OpenAI-compatible chat), distributing an agent via an OCI registry with docker agent share, or measuring… | docker/ | 552 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 45 | Walks through building AI agents that run Solana operations such as token deploys, NFT minting, swaps and staking with SendAI's toolkit, in chat or fully autonomous mode. | internet-court/ | 6.6k | 2 repos | ~3.8k | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 46 | 46.Creator Create, improve, and review AgentUse agent files. An agent skill from agentuse/agentuse. | agentuse/ | 205 | — | ~9.8k | Automated safety check: Pass | Unknown | 4 days ago |
| 47 | Retrieve authoritative OpenAI API and platform documentation when an integration or claim needs current external evidence. | openai/ | 30k | — | ~408 | Automated safety check: Pass | MIT | 2 days ago |
| 48 | Adds an MCP server to NanoClaw so its container agent can list and prompt local models served by the Atomic Chat desktop app. | nanocoai/ | 31k | — | ~2.6k | Automated safety check: Notes | MIT | yesterday |
