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Model Context Protocol · For developers
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 2017 | 2017.Agent Swarm PR Agent skill for swarm-pr - invoke with $agent-swarm-pr. An agent skill from ruvnet/ruflo. | ruvnet/ | 74k | 2 repos | ~2.8k | Automated safety check: Pass | MIT | yesterday |
| 2018 | Agent skill for workflow-automation - invoke with $agent-workflow-automation | ruvnet/ | 74k | 2 repos | ~4k | Automated safety check: Pass | MIT | yesterday |
| 2019 | Maintain DomoDomo’s local Model Context Protocol server, tool schemas, filesystem controls, process integration, and client connection behavior. | darknecrocities/ | 239 | — | ~17k | Automated safety check: Pass | No licence | 5 days ago |
| 2020 | 2020.Trip Plan Plan a trip end to end (itinerary by day, a packing list to tick off, a budget, and the calendar checked for conflicts) as pages in the workspace. | nano-muse/ | 813 | — | ~885 | Automated safety check: Pass | GPL-3.0 | today |
| 2021 | 2021.Excalidraw Diagrams A skill your agent uses when asked to create or update Excalidraw diagrams. | sammcj/ | 162 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 2022 | 2022.Roam Product Writing Draft, review, and improve Roam positioning and product copy across its website, README, offers, setup explanations, package descriptions, and metadata. | Cranot/ | 517 | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2023 | 2023.Geometry Nodes Blender Geometry Nodes for procedural modeling, scatter systems, vegetation, buildings, pipes, cables, and reusable node groups. | arjun988/ | 283 | — | ~963 | Automated safety check: Pass | MIT | 3 mo ago |
| 2024 | 2024.Codflow Setup Setup runbook for CodFlow — an AI agent following it authenticates with Cloudflare, creates the required resources (D1, R2, KV) in the developer's account, binds their real IDs into both… | bighadj22/ | 354 | — | ~7.8k | Automated safety check: Notes | Apache-2.0 | 5 days ago |
| 2025 | 2025.Voice Narration and text-to-speech on the user's machine through Guaardvark's Audio Foundry (Chatterbox, Kokoro, Piper) and consent-gated voice cloning from a reference clip. | guaardvark/ | 258 | — | ~798 | Automated safety check: Pass | MIT | today |
| 2026 | 2026.Cas Task Tracking How to track work using CAS tasks instead of built-in TodoWrite. | codingagentsystem/ | 176 | — | ~279 | Automated safety check: Pass | MIT | 7 mo ago |
| 2027 | Stop coding agents from shipping generic UI. An agent skill from github/awesome-copilot. | github/ | 40k | 2 repos | ~811 | Automated safety check: Pass | MIT | 2 days ago |
| 2028 | Interactive training for the GitHub Copilot CLI. An agent skill from github/awesome-copilot. | github/ | 40k | 2 repos | ~517 | Automated safety check: Pass | MIT | 2 days ago |
| 2029 | Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. | github/ | 40k | 2 repos | ~5k | Automated safety check: Pass | MIT | 2 days ago |
| 2030 | Debug failing Power Automate cloud flows using the FlowStudio MCP server. | github/ | 40k | 2 repos | ~5k | Automated safety check: Pass | MIT | 2 days ago |
| 2031 | 2031.Analyze MCP Server Analyze MCP server usage instrumented with Amplitude's MCP Analytics SDK: break usage and errors down by tool, read the rationales within each tool to see what callers are trying to do, and produce… | amplitude/ | 159 | — | ~4.4k | Automated safety check: Pass | No licence | 2 mo ago |
| 2032 | A skill your agent uses when an agent prompt, tool schema, policy, or handoff needs to get clearer, safer, easier to trigger, cheaper in context, or measurable against real behavior. | bgauryy/ | 949 | — | ~1k | Automated safety check: Pass | MIT | 2 days ago |
| 2033 | 以 digoal/德哥 的第一人称口吻重写一篇文章。流程是:先吃透原文(必要时用 mcpMiniMaxwebsearch 拓展资料库),再用德哥的语气重新讲一遍,输出 markdown 到当前项目的 markdown/ 目录(SVG 图存到 markdown/svg/,文中以 … | digoal/ | 8.6k | — | ~1.3k | Automated safety check: Pass | GPL-2.0 | 2 days ago |
| 2034 | 2034.Openwork Connect Search and use the skills, MCP connections, and connected services available through the user's OpenWork organization. | different-ai/ | 24k | — | ~370 | Automated safety check: Pass | Unknown | today |
| 2035 | Auto-generate and update API.md documentation from tool docstrings | enuno/ | 284 | — | ~899 | Automated safety check: Pass | Apache-2.0 | today |
| 2036 | Authors and modifies Azure TypeSpec (.tsp) API specifications. | Azure/ | 134 | — | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 2037 | 2037.Siyuan MCP Timeline MCP playbook for SiYuan document timelines. An agent skill from yangtaihong59/siyuan-plugins-mcp-sisyphus. | yangtaihong59/ | 116 | — | ~647 | Automated safety check: Pass | MIT | 3 days ago |
| 2038 | Enforces authenticated gh CLI workflows over unauthenticated curl, WebFetch, and MCP fetch patterns. | trailofbits/ | 7.5k | — | ~311 | Automated safety check: Pass | CC-BY-SA-4.0 | yesterday |
| 2039 | 2039.Skill Editor REQUIRED for editing any skill file. An agent skill from stacklok/toolhive-studio. | stacklok/ | 171 | — | ~408 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2040 | 2040.Refactor Behaviour-preserving restructuring and cleanup — splitting an oversized module, removing dead code, finished scripts, flags or documents, consolidating duplicates, tightening comments. | guardana/ | 259 | — | ~786 | Automated safety check: Pass | Apache-2.0 | today |
| 2041 | 2041.Generate Server Card Generate an MCP server card JSON (mcp-gateway-registry format) by analyzing server source code in a folder or GitHub URL. | agentic-community/ | 968 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2042 | Re-runnable measurement loop for agent-driven JetBrains MPS work over mpsmcp tools — baseline headless worker runs on fixed scenarios, server call log + transcripts, hotspot ranking, remedy… | JetBrains/ | 1.7k | — | ~4.5k | Automated safety check: Warn | Apache-2.0 | yesterday |
| 2043 | 2043.Uml MCP Navigation Navigate the UML-MCP repository and its documentation quickly. | antoinebou12/ | 105 | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 2044 | Guide for diagnosing and improving MSBuild project evaluation performance. | microsoft/ | 1k | 2 repos | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 2045 | Run OpenMed's Model Context Protocol (MCP) server so coding agents (Claude Code, Codex) and chat clients can call clinical NER, PII extraction, and de-identification as tools, on-device. | maziyarpanahi/ | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 2046 | 2046.Harness Plan Brief Generate a Plan Brief HTML for non-engineer vibecoders before implementation starts. | Chachamaru127/ | 3.2k | — | ~2.2k | Automated safety check: Notes | MIT | 6 days ago |
| 2047 | 思源任务笔记管理插件 MCP 工具总览技能。 | Achuan-2/ | 222 | — | ~311 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 2048 | 2048.Computer Use Use Cua Driver through MCP to inspect and operate the user's native desktop apps on Windows, macOS, or Linux. | xuzhougeng/ | 1k | — | ~2.9k | Automated safety check: Pass | AGPL-3.0 | today |
| 2049 | 2049.Submit Turn the sprite you just made into a gallery pull request against with-pebbly/aseprite-ai-artist — exported files, an honest generation.yaml (prompts verbatim, model, plugin version, validate… | with-pebbly/ | 230 | — | ~3.1k | Automated safety check: Pass | MIT | 3 days ago |
| 2050 | 2050.Runtime Smoke Validate the Dear Agent TXT input, approval and artifact delivery loop. | ljxpython/ | 138 | — | ~121 | Automated safety check: Pass | No licence | yesterday |
| 2051 | 2051.Initialize Workspace Set up toolkit templates and project metadata in a consumer workspace. | AgiFlow/ | 161 | — | ~358 | Automated safety check: Pass | AGPL-3.0 | 6 days ago |
| 2052 | 2052.Agentic App Audit Black-box security audit of a DEPLOYED AI agent (not the MCP server behind it) — tool-call hijacking, cross-session memory poisoning, confused-deputy via connected tools, agent-to-agent IDOR… | awarexone/ | 5.3k | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 2053 | 2053.Content Extract Robust URL-to-Markdown extraction for OpenClaw workflows. An agent skill from aAAaqwq/AGI-Super-Team. | aAAaqwq/ | 105 | 1 repo | ~650 | Automated safety check: Pass | MIT | 3 days ago |
| 2054 | 2054.Game Assets Make art and media for a game you are building with Glif: character reference sheets, consistent characters, pixel-art sprite sheets with animation cycles, seamless and PBR textures, 3D models, item… | glifxyz/ | 213 | — | ~831 | Automated safety check: Pass | MIT | 2 days ago |
| 2055 | 2055.Agentdeck Report Read, claim and report an explicitly shared AgentDeck request using its request ID through an already approved local MCP connection. | puritysb/ | 260 | — | ~351 | Automated safety check: Pass | MIT | today |
| 2056 | Store, recall, and forget durable facts with CAO memory — user preferences, project conventions, decisions, and corrections that should persist across sessions and agents. | awslabs/ | 1.4k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 2057 | Comprehensive guide for configuring and managing GitHub Dependabot. | github/ | 40k | 1 repo | ~3.4k | Automated safety check: Pass | MIT | 2 days ago |
| 2058 | Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation. | github/ | 40k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 2 days ago |
| 2059 | 2059.Publish Zsxq Article Publish Markdown articles to Zsxq (知识星球) as drafts. An agent skill from sugarforever/01coder-agent-skills. | sugarforever/ | 137 | — | ~3.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 2060 | 2060.iOS Testing Patterns XCTest and XCUITest execution workflows and flaky test detection patterns | conorluddy/ | 183 | — | ~4.5k | Automated safety check: Pass | MIT | 29 days ago |
| 2061 | Configures a Pi workspace to use Basic Memory for durable, project-scoped recall without touching the global default project. | basicmachines-co/ | 4.1k | — | ~774 | Automated safety check: Pass | AGPL-3.0 | today |
| 2062 | 2062.Setup API Key Guides users through connecting to Sonilo — signing in with sonilo login (OAuth, no key), the remote OAuth plugin for Claude Code or Muse Code, or an API key for CI and headless use. | sonilo-ai/ | 115 | — | ~3k | Automated safety check: Pass | MIT | 2 days ago |
| 2063 | 2063.QA Find Bugs MCP Hunt bugs in the Beancount.io remote MCP server by driving the real POST /api-gateway/mcp endpoint with JSON-RPC and real MCP clients, checking transport, discovery, credential boundaries, tool and… | bex-co/ | 297 | — | ~3.1k | Automated safety check: Pass | MIT | today |
| 2064 | 2064.Adr Reviewer Review an ExStruct ADR draft for decision quality, overlap with existing ADRs and specs, evidence strength, rollout risk, and human-ownership escalations. | harumiWeb/ | 202 | — | ~610 | Automated safety check: Pass | BSD-3-Clause | 7 days ago |