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Model Context Protocol
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 481 | 481.Horizon Speech Check that a microphone is usable for Horizon dictation and report which layer is at fault — no signal, bad level, or a genuine model/accent limit. | peters/ | 716 | — | ~1.8k | Automated safety check: Pass | MIT | today |
| 482 | 482.Firstdata Find official portals, APIs, and download paths for authoritative primary data sources (governments, international organizations, research institutions, etc.). | MLT-OSS/ | 184 | — | ~3.1k | Automated safety check: Pass | MIT | 8 days ago |
| 483 | Walks through installing and tuning memory-lancedb-pro, picking an embedding, reranker, and LLM combination from four preset configuration plans. | CortexReach/ | 229 | — | ~14k | Automated safety check: Pass | No licence | 6 mo ago |
| 484 | Local-first long-term memory for AI agents via MCP — zero LLM calls at write time, typed retrieval at read time. | chunxiaoxx/ | 1.3k | — | ~1.7k | Automated safety check: Pass | Unknown | today |
| 485 | 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 | 21 days ago |
| 486 | Installs, configures, and repairs AutoRAG's search model, approved folders, indexes, and datasources, and registers its Lite MCP server. | Marker-Inc-Korea/ | 5.1k | — | ~5.6k | Automated safety check: Pass | MIT | today |
| 487 | 487.Easyeda Agent 通过本地 easyeda CLI、daemon 和连接器操作嘉立创EDA专业版(EasyEDA Pro):用可迁移样例和参数化数据构建或修复原理图、布局布线 PCB,并回读连接、几何、DRC 与保存结果。适用于已有工程操作及数据驱动电路设计。 | zhoushoujianwork/ | 623 | — | ~2.1k | Automated safety check: Pass | MIT | today |
| 488 | 488.Typeui Use TypeUI with OpenClaw to access project design skills, brand kits, UI prompts, and layout variations through the TypeUI MCP server when creating or refining user interfaces. | bergside/ | 2k | — | ~473 | Automated safety check: Pass | MIT | 3 mo ago |
| 489 | Rules for choosing Qdrant-Indexer semantic search over grep or file reads when exploring code, debugging or asking where and why questions. | Context-Engine-AI/ | 402 | — | ~1.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 490 | 490.Engraphis Memory Give the agent durable, scoped, explainable memory across sessions and repositories through the Engraphis MCP tools. | Coding-Dev-Tools/ | 179 | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 491 | 491.Dd Report Format Standard output format for due diligence analysis reports. An agent skill from Abilityai/trinity. | Abilityai/ | 636 | — | ~707 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 492 | 492.MCP SDK Audit Upgrade @modelcontextprotocol/server (the MCP TypeScript SDK v2) and prove the wire contract survived. | awdr74100/ | 1k | — | ~4.1k | Automated safety check: Pass | MIT | today |
| 493 | Consult official Claude Code documentation from code.claude.com using selective fetching. | centminmod/ | 2.7k | — | ~959 | Automated safety check: Pass | MIT | 3 days ago |
| 494 | A skill your agent uses when testing an authorized Cloudflare Turnstile integration or operating an authorized production challenge with drissionpage-mcp. | jumodada/ | 487 | — | ~1.7k | Automated safety check: Pass | Unknown | 27 days ago |
| 495 | 495.Zhtw Conventions The zhtw-mcp conventions no gate enforces - the register a comment, a commit message and a PR reply are written in, where Chinese belongs in the tree and where it does not, the untracked working… | sysprog21/ | 488 | — | ~2k | Automated safety check: Pass | MIT | today |
| 496 | 496.Agent AI Coding Create, inspect, and safely update project-scoped ReachAI Agents; edit and publish Supervisor config drafts; discover published bindable Skills; and attach or detach exact Skill versions through the… | w8123/ | 865 | — | ~1.4k | Automated safety check: Pass | MIT | 4 days ago |
| 497 | Close the active backlog task (detected from branch name), commit all changes, push to remote, and open a pull request. | devoxx/ | 684 | — | ~1k | Automated safety check: Notes | MIT | 12 days ago |
| 498 | Inspects an LLM evaluation setup for missing error analysis, unvalidated judges and vanity metrics, and ranks the problems by impact with fixes. | ai-evals-course/ | 1.5k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | 17 days ago |
| 499 | List the fully-qualified C type names of every concrete UnityEngine.Component subclass available in the project. | IvanMurzak/ | 4.4k | — | ~846 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 500 | 500.MCP Debugger A skill your agent uses when investigating a bug, failing test, or unexpected runtime behavior and the mcp-debugger MCP server is available — drives real step-through debuggers (breakpoints, stack… | debugmcp/ | 174 | — | ~4.2k | Automated safety check: Pass | MIT | today |
| 501 | 501.Release Publishing a jMunch release (jcodemunch-mcp, jdocmunch-mcp, jdatamunch-mcp, jragmunch-cli), reviewing/merging/closing PRs, and responding to the community. | jgravelle/ | 2.8k | — | ~6.5k | Automated safety check: Pass | Unknown | today |
| 502 | 502.Genomi A skill your agent uses for genetics, genome source, variant, gene, phenotype, disease, screen, pharmacogenomics, and Genomi install/setup maintenance questions. | exon-research/ | 484 | — | ~4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 503 | 503.Stata Audit Inspect, validate, summarize, and render local Stata-MCP audit evidence under .statamcp. | SepineTam/ | 264 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | 5 days ago |
| 504 | 504.Engraph Index and search document collections using hybrid semantic + graph + full-text search. | devwhodevs/ | 171 | — | ~792 | Automated safety check: Pass | MIT | 4 mo ago |
| 505 | 505.Arkon Review Review, approve, request changes on, or reject pending wiki edit drafts in Arkon. | nduckmink/ | 1.5k | — | ~1.3k | Automated safety check: Pass | Unknown | 4 mo ago |
| 506 | 506.Inspector MCP A skill your agent uses when an agent needs to inspect a live iOS app through the Inspector MCP bridge, register or troubleshoot InspectorMCPServer for a consumer Xcode project, or query, resolve… | ipedro/ | 170 | — | ~3.4k | Automated safety check: Pass | MIT | 5 mo ago |
| 507 | Analyze, summarize, and extract insights from DeLive transcription sessions. | XimilalaXiang/ | 270 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 508 | 508.Rival Search MCP Deterministic deep research via RivalSearchMCP. An agent skill from damionrashford/RivalSearchMCP. | damionrashford/ | 132 | — | ~796 | Automated safety check: Pass | MIT | yesterday |
| 509 | 509.Clawmem ClawMem operational reference for agents at query time — the 3-rule escalation gate, MCP tool routing, the 4 query-optimization levers, pipeline behavior (query vs intentsearch), composite scoring… | yoloshii/ | 210 | — | ~7.5k | Automated safety check: Pass | MIT | today |
| 510 | 510.Zalo Agent Automate Zalo messaging, Official Account (OA), and MCP server integration via zalo-agent-cli. | PhucMPham/ | 166 | — | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 511 | 511.Rsigma Use the rsigma CLI and MCP server: engine eval, engine daemon, rule lint, rule draft, rule tune, rule backtest, backend convert, mcp serve. | timescale/ | 166 | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 512 | Review FastMCP vulnerability reports before accepting, rejecting, patching, scoring, or publishing them. | PrefectHQ/ | 28k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 513 | 513.Plugin Creator 创建、修改并验证可安装的 Lexora 桌面插件,包括多主题配色包、工作台装饰、导航与面板、文件阅读工具、控件样式、网络查询、通知和定时命令。也响应 $plugin-creator。普通任务执行、使用现有插件、其他产品的插件开发不属于此技能。 | useLexora/ | 569 | — | ~1k | Automated safety check: Pass | AGPL-3.0 | today |
| 514 | 514.Competitor Gap Find keywords a competitor ranks for that the user's site doesn't — the content gap, prioritized by volume and winnability. | Ryze-AI-Adgent/ | 4.7k | — | ~560 | Automated safety check: Pass | MIT | 17 days ago |
| 515 | 515.Browser This skill should be used for browser automation tasks using Chrome DevTools Protocol (CDP). | agutinbaigo28/ | 128 | 1 repo | ~480 | Automated safety check: Pass | No licence | 27 days ago |
| 516 | 516.Memora A skill your agent uses when working with persistent memory across sessions, storing/retrieving knowledge, managing TODOs/issues, or when context from previous sessions would be helpful. | agentic-box/ | 733 | — | ~813 | Automated safety check: Pass | MIT | 13 days ago |
| 517 | 517.Lunwen 用于撰写、补写、压缩、仿写、规范化交付中文毕业论文、毕业设计论文、技术报告和课程设计论文。用户提到论文、样文、学校模板、参考文献、摘要、图表、截图、Word 成稿、查重口吻优化,或需要基于真实项目代码生成论文正文时必须使用。本技能内置样文结构学习、样式提取、章节控字、参考文献筛选、Mermaid/PlantUML 图表处理、Chrome MCP 页面截图工作流,以及 doc/docx Word… | Doryoku1223/ | 652 | — | ~1.7k | Automated safety check: Pass | MIT | 6 mo ago |
| 518 | 把零散想法、口头需求、工单、告警浮出的问题整理成可执行的需求说明(intent);当用户提到需求分析、梳理需求、写需求文档、补全场景、功能规划,或要求开始一个新功能时使用。仅适用于新功能/大需求(跨模块、新契约、需拍板);BUG 修复与小调整不走此链,直接改+跑测试。 | nuwax-ai/ | 892 | — | ~269 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 519 | Open an MPS project in a running or freshly started MPS instance when MCP tools fail because no project is open (welcome screen), close an open project with mpsmcpcloseproject, or create a new empty… | JetBrains/ | 1.7k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 520 | 520.AI Bom Generates AI-BOM, MCP inventory, AI skill inventory, and AI authorship provenance documents with cdxgen, cataloging models, inference services, Hugging Face purls, MCP servers and their… | cdxgen/ | 1.1k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 521 | Generate and edit images, create video, audio, 3D assets or material maps through fal.ai MCP or the Python queue client. | witnesstodark/ | 347 | — | ~1k | Automated safety check: Notes | MIT | 2 days ago |
| 522 | 522.Anki A skill your agent uses when the user wants to create Anki flashcards, manage Anki decks, search notes, or interact with Anki via AnkiConnect. | nailuoGG/ | 253 | — | ~1k | Automated safety check: Pass | No licence | 18 days ago |
| 523 | 523.Humanizer Ru Не для обхода детекторов; не для текста, который тебе не принадлежит. | Vladimir-Human/ | 126 | — | ~4k | Automated safety check: Pass | MIT | 2 days ago |
| 524 | 524.Reme Memory Use ReMe as file-native long-term memory in Claude Code. An agent skill from agentscope-ai/ReMe. | agentscope-ai/ | 3.6k | — | ~740 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 525 | 525.Git Release Draft release notes from merged PRs, propose a semver bump, and emit a copy-pasteable gh release create command. | wesammustafa/ | 399 | — | ~409 | Automated safety check: Pass | MIT | 3 mo ago |
| 526 | An MCP server skill for managing Kubernetes sandboxes. An agent skill from kubernetes-sigs/agent-sandbox. | kubernetes-sigs/ | 4.2k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 527 | Assembling a short-form social rough cut from raw behind-the-scenes or vlog footage in the DaVinci Resolve MCP. | samuelgursky/ | 3.5k | — | ~2.9k | Automated safety check: Pass | MIT | yesterday |
| 528 | 528.Claudexor Use the local Claudexor control plane for harness-agnostic coding work across Claude Code, Codex, Cursor, and OpenCode. | razzant/ | 501 | — | ~1.8k | Automated safety check: Pass | MIT | today |