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Model Context Protocol
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1681 | 1681.TMA1 Session Search Searches past agent sessions on a project by keyword through the TMA1 MCP server and reads back a chosen session so answers can quote it directly. | tma1-ai/ | 119 | — | ~766 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 1682 | 1682.Clean Data Data cleaning, entity matching, and deduplication skill for Claude Code and Codex: triage, standardize, and validate a CSV, Excel, or JSON list of B2B companies or contacts before enrichment. | explorium-ai/ | 185 | — | ~2k | Automated safety check: Pass | MIT | 3 days ago |
| 1683 | 1683.Replay Nsight Use glc2vk replayers and Nsight GPU Trace for offline Alpha-Piscium diagnostics after Vibris MCP captures. | Luna5ama/ | 156 | — | ~2.1k | Automated safety check: Pass | GPL-3.0 | 6 days ago |
| 1684 | Retrieves Twenty CRM records through the connected MCP server and presents them as readable summaries or tables with working record links instead of raw API output. | twentyhq/ | 58k | — | ~2.1k | Automated safety check: Pass | Unknown | today |
| 1685 | 1685.Flow Context This project uses flow for automation. An agent skill from flowexec/flow. | flowexec/ | 138 | — | ~654 | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 1686 | Opens a visible Chromium window on a Kali VM so an operator can complete a manual login or CAPTCHA while the agent watches and acts through the chrome-devtools MCP. | Encod3d-Sec/ | 329 | — | ~1.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 1687 | 1687.Load PR Comments A skill your agent uses to load open/unresolved PR review comments then aggregate them as tasks in .specs/comments/.md for parallel agents to fix. | NeoLabHQ/ | 1.8k | — | ~2.1k | Automated safety check: Pass | GPL-3.0 | 1 mo ago |
| 1688 | P4 changelist workflows — create, list, submit, shelve, unshelve, and manage changelists and shelved files via P4 MCP tools. | perforce/ | 122 | — | ~848 | Automated safety check: Pass | MIT | 16 days ago |
| 1689 | 1689.MCP Csharp Create, debug, test, and publish MCP (Model Context Protocol) servers in C using the official ModelContextProtocol SDK — tools/prompts/resources, stdio vs HTTP transport, MapMcp hosting. | atherio-danp/ | 109 | — | ~1.2k | Automated safety check: Notes | No licence | 2 mo ago |
| 1690 | 1690.Unicli Hermes Use Uni-CLI to interact with the current website, desktop-app, and system-tool catalog. | olo-dot-io/ | 274 | — | ~653 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1691 | 1691.Auto Review Loop Autonomous multi-round research review loop. An agent skill from CurryTang/Amadeus. | CurryTang/ | 176 | — | ~4.3k | Automated safety check: Notes | No licence | 6 mo ago |
| 1692 | 1692.Ctx Stats Show how much context window context-mode saved this session. | mksglu/ | 26k | — | ~290 | Automated safety check: Pass | Unknown | yesterday |
| 1693 | 1693.Klaviyo Analyst Klaviyo marketing operations and analyst expertise. An agent skill from thatrebeccarae/claude-marketing. | thatrebeccarae/ | 161 | — | ~5k | Automated safety check: Notes | MIT | 5 mo ago |
| 1694 | Drive the PostHog wizard headlessly against a throwaway app through wizard-ci MCP tools, inspect decisions, and capture the real TUI. | PostHog/ | 197 | — | ~2.2k | Automated safety check: Pass | MIT | 2 days ago |
| 1695 | 1695.Ahk Consultant Get technical advice or review on an approach, idea, or change. | enmanuelmag/ | 182 | — | ~563 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1696 | 1696.Assets Copy Copy assets at given paths and store them at new paths. An agent skill from IvanMurzak/Unity-MCP. | IvanMurzak/ | 4.4k | — | ~1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1697 | 1697.Earl A skill your agent uses when you need to call an API, run a database query, or execute a shell command via Earl. | mathematic-inc/ | 113 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 1698 | 1698.PR Etiquette How to open a complete pull request on overmind-core/overmind — the CI gates, the cross-cutting surfaces a change must carry with it (MCP, blast radius, the docs repo), gh pr edit being broken here… | overmind-core/ | 612 | — | ~1.5k | Automated safety check: Pass | AGPL-3.0 | today |
| 1699 | 1699.Kiln Setup Workspace Configure and verify Kiln in an existing project or a new asset workspace for the selected coding agent. | instruktlabs/ | 255 | — | ~3.5k | Automated safety check: Pass | MIT | yesterday |
| 1700 | Guides through adding new features, MCP tools, analyzers, and extending the patent creator system. | RobThePCGuy/ | 196 | — | ~1.3k | Automated safety check: Notes | MIT | 5 days ago |
| 1701 | 1701.Token Efficiency Cross-platform token audit and optimization for AI coding agents (Cursor, Codex, Claude Code, Hermes, Windsurf, Cline, OpenClaw, Gemini CLI, Aider). | HHU3637kr/ | 145 | — | ~842 | Automated safety check: Pass | Apache-2.0 | 18 days ago |
| 1702 | 1702.MCP API Tool A skill your agent uses when adding or changing a ctl-api MCP tool (RegisterMCPTools, mcp.go handlers). | nuonco/ | 119 | — | ~769 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 1703 | 1703.Atlassian MCP Expert Queries and edits Jira issues and Confluence pages through an MCP server, covering JQL and CQL queries, server setup, authentication and sprint or backlog workflows. | Jeffallan/ | 12k | — | ~1.3k | Automated safety check: Pass | MIT | 8 days ago |
| 1704 | 1704.Kicad Library Library management workflow for KiCAD — creating symbols, footprints, and managing libraries via MCP tools. | mixelpixx/ | 927 | — | ~5.1k | Automated safety check: Pass | AGPL-3.0 | 6 days ago |
| 1705 | 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 | 2 days ago |
| 1706 | 1706.Creator Tools CLI Run the Minecraft Creator Tools command line (mct, the @minecraft/creator-tools npm package) for Minecraft Bedrock Edition add-ons. | Mojang/ | 161 | — | ~1.1k | Automated safety check: Pass | Unknown | 5 days ago |
| 1707 | A skill your agent uses when a live page needs Chrome DevTools/CDP evidence: network failures, console errors, performance, DOM/CSS actionability, screenshots/PDF, cookies/storage… | bgauryy/ | 949 | — | ~1.6k | Automated safety check: Pass | MIT | 2 days ago |
| 1708 | 1708.Learn Codebase This skill should be used when the user asks to "learn this codebase", "give me a codebase overview", "onboard me to this project", "explain the architecture", or mentions keywords related to… | adamthewilliam/ | 138 | — | ~922 | Automated safety check: Pass | MIT | 2 mo ago |
| 1709 | 1709.Inspect Linear SDK Inspect the Linear SDK and generated GraphQL types before adding or changing a Linear capability in mcp-linear. | tacticlaunch/ | 147 | — | ~288 | Automated safety check: Pass | MIT | 7 days ago |
| 1710 | Creates and wires Unreal Engine Enhanced Input assets through VibeUE's InputService: Input Actions, Mapping Contexts, key bindings, triggers and modifiers. | kevinpbuckley/ | 730 | — | ~2.4k | Automated safety check: Pass | MIT | 4 days ago |
| 1711 | 1711.Mine Use only when the user explicitly asks to run, set up, update, re-mine, or deepen Emulo from real local AI coding-session history. | ohad6k/ | 294 | 1 repo | ~661 | Automated safety check: Pass | MIT | 9 days ago |
| 1712 | Shared memory workflow for Remnic-connected agents — recall before acting, observe during work, remember at the end. | joshuaswarren/ | 218 | — | ~954 | Automated safety check: Pass | MIT | yesterday |
| 1713 | Find the top CPU, memory, or disk consumers. Use for capacity reviews, noisy-neighbor hunts, and top-N questions about which jobs, pods, or… | prometheus/ | 121 | — | ~569 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1714 | 1714.PDF Forms Help inspect and fill PDF forms, find signature locations, add a visible signature stamp with the person's confirmation, and flatten a reviewed form using the hosted PDF Forms tools. | Open-Document-Alliance/ | 160 | — | ~729 | Automated safety check: Pass | MIT | 3 days ago |
| 1715 | Master C/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. | wshobson/ | 40k | 8 repos | ~6.6k | Automated safety check: Pass | MIT | 6 days ago |
| 1716 | Investigate this repository's Canvas/WebGL UI with Playwright MCP Vision Mode. | atty303/ | 103 | — | ~1.4k | Automated safety check: Pass | MIT | 6 days ago |
| 1717 | Review unresolved Sentry audio-request issues from the last 24 hours and report any whose exceptiontype looks mis-categorized against hyperttsaddon/errors.py | Vocab-Apps/ | 284 | — | ~1.8k | Automated safety check: Pass | GPL-3.0 | 29 days ago |
| 1718 | A skill your agent uses when building Model Context Protocol (MCP) servers in .NET, configuring tools, transports (SSE/stdio), JSON serialization for AOT, or testing MCP endpoints | SebastienDegodez/ | 198 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 1719 | Reusable MetaKim file inventory classification flow. An agent skill from KimYx0207/Meta_Kim. | KimYx0207/ | 283 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1720 | 1720.Premiere Captions Import, verify, structurally validate, and export timed captions or subtitles in Adobe Premiere Pro. | ayushozha/ | 120 | — | ~724 | Automated safety check: Pass | MIT | 6 days ago |
| 1721 | SAP dependency security and MCP executable trust policy with secure upgrades, cooldowns, staged rollout, and supply-chain protection. | secondsky/ | 462 | — | ~5.9k | Automated safety check: Warn | GPL-3.0 | 6 days ago |
| 1722 | X++ code development lifecycle for Finance and Operations — scaffold models, author classes, custom services/APIs, and data entities, install matching SDKs, compile deployable packages, deploy… | microsoft/ | 243 | — | ~3.8k | Automated safety check: Pass | MIT | 2 days ago |
| 1723 | baserCMS の「通常プラグイン(サードパーティ/単体配布)」を monorepo の「コアプラグイン」に昇格させる手順。「コアプラグインに変更」「コアプラグイン化」「通常プラグインをコアに昇格」「monorepo に取り込む」等のときに参照する。プラグイン名の規約変更(bc- プレフィックス付与・CamelCase→ハイフン区切り)、.git/シンボリックリンク/standalone… | baserproject/ | 191 | — | ~3.1k | Automated safety check: Pass | MIT | today |
| 1724 | A skill your agent uses when updating TulingResearch Plus architecture docs, MCP namespaces, or YAML contracts. | meamaturinlove221/ | 136 | — | ~574 | Automated safety check: Pass | Unknown | 4 mo ago |
| 1725 | 1725.Ev Check 強制 first-principles 機率分布 + EV 計算。用於檢查當前組合在指定時間窗的預期報酬,禁止用 default bell shape 或質性語言。Usage - /ev-check [30d|7d|14d] [optional scenario theme] | PatrickSUDO/ | 142 | — | ~1.4k | Automated safety check: Pass | MIT | 3 days ago |
| 1726 | 1726.Pad Talk to your project. An agent skill from PerpetualSoftware/pad. | PerpetualSoftware/ | 190 | — | ~10k | Automated safety check: Notes | Apache-2.0 | today |
| 1727 | Crawls, maps, and scrapes an entire site through the Firecrawl MCP server for broken-link checks and content inventories. | AgriciDaniel/ | 19k | 1 repo | ~2k | Automated safety check: Pass | MIT | 7 days ago |
| 1728 | 1728.Uml Diagrams Create and validate diagrams with the uml-mcp MCP server (generateuml, generateumlimage, validateuml, listdiagramtypes, generateumlbatch). | antoinebou12/ | 105 | — | ~1.3k | Automated safety check: Pass | MIT | today |