AI model or service
Model Context Protocol agent skills, page 19
Model Context Protocol skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 865 | Link the current Claude Code session to a ticket (Linear, Jira, GitHub Issues, or GitHub Pull Requests) and cache its title/status in karma. | JayantDevkar/ | 329 | — | ~1.8k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 866 | 866.Lemmalog Externalize working memory and logical state into the lemmalog Datalog engine (MCP). | JordyZomer/ | 329 | — | ~2.8k | Automated safety check: Pass | MIT | 10 days ago |
| 867 | 867.Ospec Document-driven OSpec workflow for initialization, change/goal routing, validation, archiving, and durable project knowledge. | clawplays/ | 452 | — | ~2.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 868 | Generate the full WSO2 Integrator connector documentation set — overview, setup guide, action reference, and a validated example guide with six low-code UI screenshots and a preserved sample project… | ballerina-platform/ | 141 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 869 | 869.Reelclaw Ads Make short-form UGC video ads (TikTok, Reels, Shorts) for the product in the current repo with DansUGC ReelClaw and real human creator reactions from the DansUGC library. | dansugc/ | 145 | — | ~3.9k | Automated safety check: Notes | MIT | 12 days ago |
| 870 | 870.Gno Search local documents, files, notes, and knowledge bases. An agent skill from gmickel/gno. | gmickel/ | 115 | 1 repo | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 871 | 871.Semantix Guide Troubleshoot and configure Semantix capabilities: Skills (project/custom/global/builtin priority, discovery dirs), Commands (override order, /dir:file naming), Hooks (11 events, automatic project… | Gnosil/ | 821 | — | ~2.1k | Automated safety check: Pass | MIT | 6 days ago |
| 872 | Lets an agent view, create, update and transition Jira issues in natural language, automatically choosing between the jira CLI and Atlassian MCP tools. | jjmartres/ | 133 | 3 repos | ~1.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 873 | 873.New Command Docs This skill should be used when a new ArcKit command has been added and documentation needs updating across the repository. | tractorjuice/ | 2.3k | — | ~2.3k | Automated safety check: Pass | Unknown | yesterday |
| 874 | 874.Technocore Chat Coordinate with other AI agents over plain HTTP GETs — shared rooms, durable notes, long-polling. | flop-labs/ | 162 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 875 | 875.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 |
| 876 | Embedded hardware debugging workflow for probe-rs targets using embedded-debugger-mcp. | Adancurusul/ | 202 | — | ~1.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 877 | Looks up official Claude Code documentation stored as reference files instead of guessing about CLI commands, configuration, or plugin APIs. | obra/ | 142 | — | ~1.5k | Automated safety check: Pass | No licence | 10 mo ago |
| 878 | Debug and trace ColecoVision and Super Game Module games using the Gearcoleco emulator MCP server. | drhelius/ | 142 | — | ~3.5k | Automated safety check: Pass | GPL-3.0 | today |
| 879 | 879.Horosa Agent Call Horosa (星阙) local metaphysics tools correctly over MCP or CLI — 110 real techniques: Western natal/predictive astrology (returns, progressions, primary directions, horary 卜卦, election 择日), 八字… | Horace-Maxwell/ | 450 | — | ~6.5k | Automated safety check: Notes | AGPL-3.0-only | 5 days ago |
| 880 | Create GitHub issues for cuga-agent (bugs, features, epics, designs, and related work) against origin using gh, with epic → feature → issue hierarchy and GraphQL sub-issue linking. | cuga-project/ | 896 | — | ~1.2k | Automated safety check: Pass | Unknown | yesterday |
| 881 | A skill your agent uses when validating code-index-mcp language strategies, tree-sitter symbol extraction, calledby or import baselines, or sample projects under test/sample-projects after parser… | johnhuang316/ | 1k | — | ~908 | Automated safety check: Pass | MIT | 2 mo ago |
| 882 | Connects, registers, and operates a personal mailbox, reading, searching, sending, and organizing, through a managed mail server for nine domains. | agentscope-ai/ | 36k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 883 | 883.Agnix A skill your agent uses when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'. | agent-sh/ | 445 | — | ~874 | Automated safety check: Pass | Apache-2.0 | today |
| 884 | 884.Cortex Mem MCP Persistent memory enhancement for AI agents. An agent skill from sopaco/cortex-mem. | sopaco/ | 313 | — | ~2.8k | Automated safety check: Pass | MIT | 2 mo ago |
| 885 | 885.Datasheets Download component datasheet PDFs, locate useful pages, and read verified pinouts, electrical limits, thermal data and application notes using the agent's PDF tools. | biosshot/ | 170 | — | ~1.2k | Automated safety check: Pass | MIT | 2 days ago |
| 886 | 886.Web Performance Find and fix why a website is slow by capturing and analyzing a Firefox performance profile, or by analyzing a profile the user already has (a saved file or a profiler.firefox.com share link). | mozilla/ | 478 | — | ~1.2k | Automated safety check: Pass | Unknown | 2 days ago |
| 887 | 887.Hotclip Turn long videos & livestream VODs into viral vertical shorts, 100% locally — on-device transcription, LLM highlight detection, 9:16 reframe with karaoke captions, and a per-clip render-QA report. | xixihhhh/ | 310 | — | ~1.1k | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 888 | 888.Domscribe Work with Domscribe — the pixel-to-code bridge. An agent skill from patchorbit/domscribe. | patchorbit/ | 194 | — | ~3.3k | Automated safety check: Notes | MIT | 2 mo ago |
| 889 | Walks an Unreal Engine MCP agent through building materials, Niagara particle systems, Chaos destruction, and curve assets with inspect-then-edit steps. | flopperam/ | 1.1k | — | ~927 | Automated safety check: Pass | No licence | 3 mo ago |
| 890 | 890.MCP Driver Runtime debugging and live project inspection via godot-mcp. | RandallLiuXin/ | 550 | 1 repo | ~1.1k | Automated safety check: Pass | Unknown | 24 days ago |
| 891 | 891.Tool Design This skill should be used for the tool-interface layer of an agent system specifically: writing tool descriptions agents can route on, designing tool schemas and response formats, naming… | guanyang/ | 977 | 2 repos | ~5k | Automated safety check: Pass | MIT | today |
| 892 | 892.Meridian Backlog Review and resolve an authorized queue of pull requests and issues across Meridian and the owner's scrub repositories, including newly discovered scrub repos. | rynfar/ | 2.1k | — | ~1.3k | Automated safety check: Pass | No licence | today |
| 893 | 893.LLM Wiki Build and maintain a persistent, interlinked Obsidian-compatible markdown wiki using Karpathy's LLM Wiki pattern. | zosmaai/ | 608 | — | ~4.4k | Automated safety check: Pass | MIT | 2 days ago |
| 894 | Set up and drive a running Flutter app (debug or profile) with Marionette — an AI agent's hands and eyes for the app. | leancodepl/ | 482 | — | ~11k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 895 | 895.Filescope MCP Codebase intelligence via FileScopeMCP — symbol lookup, dependency mapping, importance ranking, and semantic search. | admica/ | 302 | — | ~1.7k | Automated safety check: Pass | Proprietary | 5 mo ago |
| 896 | 896.Syncso Search real live music, theater, comedy, film, art, sports, festivals, markets, food and drink, classes, tours and nightlife in New York City — with dates, times, prices, booking links and images. | SyncSo-Inc/ | 301 | — | ~4.1k | Automated safety check: Pass | MIT | 2 days ago |
| 897 | 897.Refero Design Primary/default skill for UI design, product design, web design, landing pages, dashboards, product screens, redesigns, visual polish, frontend/CSS styling, design systems, components, responsive… | referodesign/ | 299 | — | ~5.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 898 | Fires a Stop hook that captures a Claude Code session transcript automatically when the session ends without a verbal wrap-up. | NateBJones-Projects/ | 4.7k | — | ~1.3k | Automated safety check: Notes | Unknown | 2 days ago |
| 899 | Turns a GitHub course repository into an interactive tutor for the MCP Associate certification, making the learner explain and defend each step. | rohitg00/ | 67k | — | ~3.5k | Automated safety check: Pass | MIT | today |
| 900 | 900.Kocoro Inspect AND manage Kocoro platform state — agents, skills, MCP servers, schedules, permissions, config, rules. | Kocoro-lab/ | 414 | — | ~2.5k | Automated safety check: Notes | MIT | 1 mo ago |
| 901 | Drafts, reviews, posts, and tracks Reddit comments for chosen subreddits end to end, using Playwright MCP to read and interact with the live page. | rokpiy/ | 585 | — | ~2.1k | Automated safety check: Pass | MIT | 7 mo ago |
| 902 | 902.Sudocode ALWAYS use this skill for ALL sudocode spec and issue operations. | sudocode-ai/ | 293 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 903 | 903.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 |
| 904 | 904.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 |
| 905 | 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 |
| 906 | 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 |
| 907 | 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 |
| 908 | 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 |
| 909 | 909.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 |
| 910 | 910.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 |
| 911 | 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 |
| 912 | 912.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 | 2 days ago |