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Model Context Protocol · For developers
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1921 | Invokes one safe AL MCP tooling operation through the workflow-installed prerelease ALTool for independent reproduction of MCP and editor-tooling issues. | microsoft/ | 884 | — | ~310 | Automated safety check: Pass | MIT | 25 days ago |
| 1922 | 1922.Visualizer 当用户要求数据可视化、做图表、生成看板、数据仪表盘、可视化报告、Excel/CSV 转图表、预算/销售/运营等指标分析页面、Chart.js 可视化时使用。只处理数据可视化任务;纯网页、banner、海报、简历等非数据图表设计任务应交给 visual-design。数据报告页以图表为主体归本技能;以文案排版为主体的静态报告页归 visual-design。 | Pinvou/ | 2.4k | — | ~933 | Automated safety check: Pass | MIT | yesterday |
| 1923 | 1923.Bigdata Skill Pulls Bigdata.com (RavenPack) financial and news data via the official bigdata-client SDK and /v1/ REST endpoints — structured financials, prices, analyst estimates, entity-sentiment series… | daymade/ | 1.5k | — | ~3.7k | Automated safety check: Pass | MIT | today |
| 1924 | Lists and calls the tools of connected integrations such as Linear, GitHub, Sentry or Notion through the superset mcp command, without storing a token on the machine. | superset-sh/ | 15k | — | ~1.6k | Automated safety check: Warn | Unknown | today |
| 1925 | 1925.AWS Sst Development SST v4 (Ion) expert for managing AWS resources as code with the Pulumi-backed framework. | zxkane/ | 367 | — | ~2.7k | Automated safety check: Warn | MIT | 3 mo ago |
| 1926 | Report task outcomes and distill lessons so the team improves across runs — reportoutcome after each unit of work, retrospector handoffs at natural boundaries, and applying injected lessons. | awslabs/ | 1.4k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 1927 | 1927.AWS Agentic AI AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. | CommandCodeAI/ | 133 | — | ~1.5k | Automated safety check: Pass | MIT | 7 mo ago |
| 1928 | 1928.Proofread Transcribe a video with Sonilo and translate the transcript into editable .srt files — one per target language, plus the detected source language — so the wording can be read and corrected before… | sonilo-ai/ | 115 | — | ~4.4k | Automated safety check: Notes | MIT | 2 days ago |
| 1929 | Local claude-code documentation reference (latest). An agent skill from olorehq/olore. | olorehq/ | 104 | — | ~901 | Automated safety check: Pass | MIT | yesterday |
| 1930 | 1930.Bailian Sandbox 阿里云百炼 Sandbox 沙箱实例与模版生命周期管理入口:用户要创建、查询、连接、暂停、恢复或释放百炼沙箱, 或查看内置基础镜像、上传模版挂载文件、创建、更新、查询、删除沙箱模版、查看模版构建状态时,使用 bl sandbox。 | modelstudioai/ | 542 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 1931 | 1931.Onboarding A skill your agent uses when the current repo has existing code but no Piyaz project that matches it, and the user wants to adopt Piyaz on day N. | FrkAk/ | 194 | — | ~8.7k | Automated safety check: Pass | AGPL-3.0 | 12 days ago |
| 1932 | 1932.Codehealth MCP Real-time structural Code Health via CodeScene MCP — review before edits, verify score deltas after changes, gate commits and PRs. | affaan-m/ | 277k | 1 repo | ~1.8k | Automated safety check: Pass | MIT | today |
| 1933 | 1933.Config Gc Garbage collection for your Claude Code configuration. An agent skill from affaan-m/ECC. | affaan-m/ | 277k | 1 repo | ~2k | Automated safety check: Pass | MIT | today |
| 1934 | Manages MongoDB Atlas Stream Processing (ASP) workflows. An agent skill from mongodb/agent-skills. | mongodb/ | 189 | 1 repo | ~4.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1935 | 1935.Harness To build an AI harness: run, observe, validate, automate repeated work faster — CLI/MCP actions, devcontainers, skills, subagents, hooks, pipelines, automations. | griddynamics/ | 354 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | 11 days ago |
| 1936 | 1936.Session Recap A skill your agent uses when the user asks to recap, summarize, or review a Claude Code session — e.g. | tombelieber/ | 111 | — | ~3k | Automated safety check: Pass | MIT | 11 days ago |
| 1937 | 1937.GitHub Issue Triage Sorts open GitHub issues for a Java project into bug, feature, question, duplicate or unclear, then labels them and assigns a priority. | decebals/ | 751 | — | ~2.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 1938 | 1938.Google Calendar Interact with Google Calendar - list calendars, view events, create/update/delete events, and find free time. | sanjay3290/ | 432 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 1939 | 1939.Arista Cvp Arista CloudVision Portal (CVP) automation via REST API — device inventory, events, connectivity monitoring, tag management (4 tools). | automateyournetwork/ | 677 | — | ~2.2k | Automated safety check: Notes | Apache-2.0 | today |
| 1940 | Compare a Draw.io Azure architecture diagram against a live Azure environment to detect drift. | Azure/ | 101 | — | ~3.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 1941 | 1941.E2a Setup A skill your agent uses when a user wants to connect or authorize the e2a MCP server, select or create an agent inbox, verify first-run readiness, or set up a custom email domain. | tokencanopy/ | 193 | — | ~820 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1942 | Safe-use reference for the optional Aside browser agent (the aside command-line tool and its MCP server), which works inside the operator's own logged-in browser. | modu-ai/ | 1.2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 1943 | 1943.X Use Setup Zero-knowledge onboarding for x-use that verifies the install, registers the MCP server, then interviews the user to configure their first X account (cookies, niche, keywords, persona). | ihuzaifashoukat/ | 171 | — | ~1.3k | Automated safety check: Pass | MIT | 2 days ago |
| 1944 | 1944.Edt MCP Architecture Map of the EDT-MCP plugin's target architecture — where the shared helpers live, the layering rules, and the canonical way to do project/metadata/code resolution. | DitriXNew/ | 296 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 1945 | 1945.GitHub Comprehensive GitHub repository management toolkit. An agent skill from MassLab-SII/open-agent-skills. | MassLab-SII/ | 133 | — | ~7.1k | Automated safety check: Pass | Apache-2.0 | 9 mo ago |
| 1946 | 1946.N8n Workflows n8n otomasyon workflow'lari. An agent skill from vibeeval/vibecosystem. | vibeeval/ | 532 | — | ~3.3k | Automated safety check: Pass | MIT | 2 mo ago |
| 1947 | 1947.MCP Development MCP Server Development Patterns and Best Practices. An agent skill from adeze/raindrop-mcp. | adeze/ | 188 | — | ~855 | Automated safety check: Pass | MIT | 2 mo ago |
| 1948 | 1948.3dgs MCP Renderer MCP protocol integration with 3DGS rendering pipeline: Agent-controlled Three.js/WebGPU rendering, voice-driven scene reconstruction, real-time parameter manipulation, light tracing backend. | jaccen/ | 161 | — | ~6.9k | Automated safety check: Pass | Apache-2.0 | today |
| 1949 | 1949.Drc Check KiCad MCP workflow for ERC/DRC execution, issue triage, waiver review, and revalidation. | oaslananka/ | 122 | — | ~1k | Automated safety check: Pass | MIT | today |
| 1950 | 1950.Upgrade Harness Drift detection + apply for a scaffolded harness. An agent skill from ruvnet/metaharness. | ruvnet/ | 696 | — | ~497 | Automated safety check: Pass | MIT | yesterday |
| 1951 | Fetches forum suggestion threads from the Deadlock Mod Manager Discord via the user-discord-mcp, classifies each as MOD/SKINREQUEST, MODMANAGERFEATURE, or OTHER, writes one markdown file per thread… | deadlock-mod-manager/ | 478 | — | ~1.7k | Automated safety check: Pass | GPL-3.0 | yesterday |
| 1952 | Validate that Copilot CLI can see all repo skills, MCP servers, and custom instructions. | microsoft-foundry/ | 127 | — | ~736 | Automated safety check: Pass | MIT | 5 mo ago |
| 1953 | 1953.Handoff Phase 3 of the prd-taskmaster pipeline: smart mode selection and user handoff. | anombyte93/ | 605 | — | ~5k | Automated safety check: Pass | MIT | 1 mo ago |
| 1954 | 1954.Start Learning AI Engineering from Scratch 课程的一次性入门流程(523 节课、20 个阶段)。访谈学习者、 运行分级测验,并写入由 learn skill 驱动的持久学习计划 LEARNING.md。触发短语: “开始学习”、“设置课程”、“开始课程”、“带我入门”、“创建学习计划”,或 "start learning", "set up the course", "begin… | fancyboi999/ | 1.2k | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 1955 | 1955.Browser Inspect Browser inspection and interaction for verifying rendered web UI during development. | ntorga/ | 146 | — | ~2k | Automated safety check: Pass | MIT | 29 days ago |
| 1956 | 1956.API Mirror Stand up a persistent, self-refreshing local mirror of a bulk upstream dataset with the MirrorService (@cyanheads/mcp-ts-core/mirror). | cyanheads/ | 158 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 1957 | 1957.Pi Agent Builds with and operates Pi, the minimal terminal coding harness. | K-Dense-AI/ | 48k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 6 days ago |
| 1958 | 1958.Unicli Oneshot Quick single-command adapter generation for unicli. An agent skill from olo-dot-io/Uni-CLI. | olo-dot-io/ | 274 | — | ~303 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1959 | Guide for creating custom tools in AgenticX including function decorator tools, MCP tool integration, tool registries, and remote tool access. | DemonDamon/ | 364 | — | ~976 | Automated safety check: Pass | Apache-2.0 | today |
| 1960 | The small-front-door principle and what counts as a tool-surface change. | jgravelle/ | 2.8k | — | ~389 | Automated safety check: Pass | Unknown | today |
| 1961 | 1961.Forgetful Procedures Store and find procedural knowledge — reusable step-by-step how-tos — in Forgetful's skill store. | ScottRBK/ | 301 | — | ~878 | Automated safety check: Pass | MIT | yesterday |
| 1962 | Routes code exploration through trace-mcp's indexed dependency graph, using symbol search, outlines, call graphs and change-impact tools instead of Read, Grep and Glob. | nikolai-vysotskyi/ | 189 | — | ~354 | Automated safety check: Pass | MIT | today |
| 1963 | 1963.Connect Choose which wiki this session uses, the team project's pages on the Nimbalyst server or the project's local wiki of files, and connect a repository to its team project. | nimbalyst/ | 1.9k | — | ~2.4k | Automated safety check: Pass | MIT | today |
| 1964 | Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. | github/ | 40k | 2 repos | ~1k | Automated safety check: Pass | MIT | 2 days ago |
| 1965 | 1965.QA CLI MCP API Select and run explicitly requested, risk-based QA for Anarlog's CLI, webhooks, stdio MCP, hosted Cloud API, and remote MCP. | fastrepl/ | 9.5k | — | ~3.3k | Automated safety check: Pass | MIT | today |
| 1966 | 1966.Loom A skill your agent uses when the user invokes /loom to route software delivery, knowledge, or deploy work through the Loom MCP server. | valkor-ai/ | 1.2k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 1967 | 1967.Find Usages This skill should be used when the user asks to "find usages of", "where is this used", "what calls this function", "trace symbol usage", "find all references", "who uses this", or mentions keywords… | adamthewilliam/ | 138 | — | ~1k | Automated safety check: Pass | MIT | 2 mo ago |
| 1968 | 1968.A Stock Prediction A股个股次日(T+1)走势预测 skill。当用户输入A股股票代码(如 600519、000858、300750、688981、430090)或公司名称(如"贵州茅台"、"宁德时代"、"比亚迪"),并要求预测次日走势、给出交易计划、评估盈亏概率时,触发本 skill。skill 会用 mcpMiniMaxwebsearch… | digoal/ | 8.6k | — | ~2.2k | Automated safety check: Pass | GPL-2.0 | 2 days ago |