AI model or service
Model Context Protocol agent skills, page 14
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 |
|---|---|---|---|---|---|---|---|---|
| 625 | Deletes chosen memories from agentmemory only after showing the matches and getting an explicit yes, for privacy requests and cleanup of outdated notes. | rohitg00/ | 29k | — | ~612 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 626 | Image processing skill for cropping images to 50% from center and rotating them 90 degrees clockwise. | instavm/ | 893 | — | ~599 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 627 | A skill your agent uses to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables. | timescale/ | 1.9k | 1 repo | ~2.6k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 628 | Opens a live BrowserStack session on a real Android, iOS or desktop browser for a local or public URL, tunneling localhost through Cloudflare when needed. | handsontable/ | 22k | — | ~950 | Automated safety check: Pass | Unknown | yesterday |
| 629 | 629.Docsagent Search and manage private, local document collections (PDF, PPTX, DOCX) offline. | docsagent/ | 625 | — | ~834 | Automated safety check: Pass | No licence | 13 days ago |
| 630 | 630.Unbrowse Search and call websites through Unbrowse's hosted API or remote MCP, reuse indexed site tools, read pages, and learn missing routes in its cloud browser. | unbrowse-ai/ | 783 | — | ~3.7k | Automated safety check: Pass | MIT | today |
| 631 | Write and maintain Playwright end-to-end tests for the Onyx application. | onyx-dot-app/ | 32k | 1 repo | ~2.8k | Automated safety check: Notes | Unknown | yesterday |
| 632 | Guides changes to the cursor-byok server so provider conversation history stays append-only and each turn's history remains an exact prefix of the next, protecting prefix caches. | leookun/ | 3.2k | — | ~1.3k | Automated safety check: Pass | MIT | 2 days ago |
| 633 | A skill your agent uses when modifying, testing, documenting, or reviewing the Vulners Python SDK. | vulnersCom/ | 376 | — | ~2.3k | Automated safety check: Pass | MIT | 12 days ago |
| 634 | 634.Issue Triage Triage a SkiaSharp GitHub issue or PR into structured JSON with classification (type, area, platform, severity), suggested response, automatable actions, and companion Markdown/HTML reports. | mono/ | 5.6k | — | ~3.4k | Automated safety check: Pass | MIT | yesterday |
| 635 | A skill your agent uses when adding, changing, or reviewing an LLM/MCP tool in Trilium (the defineTools definitions under packages/trilium-core/src/services/llm/tools/ —… | TriliumNext/ | 38k | — | ~2.5k | Automated safety check: Pass | AGPL-3.0 | today |
| 636 | 636.Profile App Cpu Find what is burning CPU in a live app container without restarting it: separate the JS thread from GC and libuv, open the V8 inspector in place with SIGUSR1, take a CPU profile over CDP, and… | activepieces/ | 25k | — | ~1.9k | Automated safety check: Pass | Unknown | today |
| 637 | 637.Agent Deck agent-deck, the terminal session manager for AI coding agents. | asheshgoplani/ | 1.1k | — | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 638 | Lets an agent drive Chrome through the AIPex extension and its MCP bridge: navigation, clicking, form filling, screenshots, tab management and downloads. | AIPexStudio/ | 1.3k | — | ~1.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 639 | 639.Chatgpt Apps Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. | Haohao-end/ | 791 | 1 repo | ~4.9k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 640 | 640.Skills Installer Install, list enabled, validate, or package LiveAgent skills. | Stack-Cairn/ | 2.2k | — | ~808 | Automated safety check: Pass | MIT | yesterday |
| 641 | Control a live local SketchForge editor through its MCP server. | Formsmith746/ | 1.1k | — | ~1.3k | Automated safety check: Pass | AGPL-3.0 | 23 days ago |
| 642 | 642.Release Prep A skill your agent uses when code-index-mcp implementation is complete and a version bump, release notes, tag, package publication, or GitHub release is being prepared. | johnhuang316/ | 1k | — | ~680 | Automated safety check: Pass | MIT | 2 mo ago |
| 643 | 643.Codex Slides Create, research, revise, restyle, present, inspect, and export Codex Slides slide decks from Codex, including scenario workflows, project Design Files, and always-on brand design systems. | nexu-io/ | 928 | — | ~3k | Automated safety check: Pass | MIT | 2 mo ago |
| 644 | What the invisible_playwright_mcp browser server needs on this machine - the patched Firefox it drives, which the server downloads on its own the… | feder-cr/ | 2.7k | — | ~309 | Automated safety check: Notes | MIT | today |
| 645 | Hunts for compromised workloads and malicious traffic in a Kubernetes cluster by sweeping network data through Kubeshark MCP, mapped to MITRE ATT&CK. | kubeshark/ | 12k | — | ~7.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 646 | Guides building, migrating and testing LangBot messaging-platform adapters for the Event-Based Agents layout, with unified event and message conversion. | langbot-app/ | 18k | — | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 647 | 647.Browser Search Multi-engine web search (SearXNG) + browsing/scraping (Camofox, CloakBrowser). | Johell1NS/ | 530 | — | ~2.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 648 | 648.Helmor CLI Use the Helmor CLI to remote-control Helmor from the terminal. | dohooo/ | 1.3k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 649 | Create, edit, replicate, and iteratively refine editable research and technical diagrams in diagrams.net/draw.io (.drawio XML) from prompts, papers, repositories, screenshots, or existing diagrams. | Will-hxw/ | 413 | — | ~5.9k | Automated safety check: Pass | MIT | 3 mo ago |
| 650 | Help the user turn their Retentioneering ideas, friction reports, bug findings, or feature needs into high-quality upstream contributions: from capturing and validating the idea, through minimal… | retentioneering/ | 927 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 651 | Recommends which /arckit: commands to run, and in what order, for a new or in-flight architecture project, from a short triage of sector, project type, current stage and timeline. | tractorjuice/ | 2.3k | — | ~2k | Automated safety check: Pass | Unknown | yesterday |
| 652 | 652.Spider King Pure-web protocol reverse skill: turn hostile browser clients into browser-free Python collectors. | aoyunyang/ | 509 | — | ~7.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 653 | 653.Arxiv MCP Server A skill your agent uses when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or… | blazickjp/ | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 654 | スクリーンショットの取得・加工を行う。ローカルスクショから最新画像を取得、 PlaywrightでWebページをキャプチャ、画像のトリミング・リサイズ、機微情報を黒塗りマスキング。 | yohey-w/ | 1.4k | — | ~901 | Automated safety check: Notes | MIT | 2 mo ago |
| 655 | Guide developers through creating and updating ChatGPT plugins. | alpic-ai/ | 2.2k | — | ~1k | Automated safety check: Pass | MIT | 3 days ago |
| 656 | 656.Nubase A skill your agent uses when the user mentions Nubase broadly, wants a backend for an AI-generated app, or needs to deploy/publish generated code online — across Database, Auth, Storage, Assets… | OtterMind/ | 622 | — | ~2.2k | Automated safety check: Notes | Apache-2.0 | 13 days ago |
| 657 | 657.Taibu Divination 太卜(TaiBu)占术排盘工具集:八字、紫微斗数、六爻、梅花易数、奇门遁甲、大六壬、小六壬、 太乙、塔罗、西方占星、黄历等 15 种本地计算引擎。凡涉及算命、排盘、起卦、占卜、运势、命理、 择日、宜忌、流年大运、星盘的请求(fortune-telling, divination, birth chart, BaZi, ZiWei, tarot, qimen… | hhszzzz/ | 621 | — | ~1.3k | Automated safety check: Pass | Unknown | yesterday |
| 658 | A skill your agent uses when users ask to 找文献、做文献检索、查论文、查临床试验、核验引用、去重文献、设计 PubMed/MeSH 检索式、追踪上下游引文、解析 DOI/PMID/PMCID/arXiv/OpenAlex/Semantic Scholar/NCT ID, 或导出 RIS、BibTeX、NBIB、ENW;also use for… | wp-a/ | 304 | — | ~1.4k | Automated safety check: Pass | MIT | 9 days ago |
| 659 | Routes a topic, question or bug to the exact lessons in the AI Engineering from Scratch curriculum and suggests the next command to run. | rohitg00/ | 67k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 660 | 660.Review PR Assess a FastMCP pull request for justified behavior, compatibility, and correctness, then follow CI and review feedback to a revision-specific verdict. | PrefectHQ/ | 28k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 661 | Lets a Hermes agent run Autocontext scenarios, inspect Hermes curator state, export reusable knowledge and prepare local MLX or CUDA training data through the autoctx CLI. | greyhaven-ai/ | 1.3k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 662 | Triage OpenSEO production errors in Cloudflare Workers Observability — verified query recipes, counting gotchas, and a known-noise filter list applied automatically. | every-app/ | 23k | — | ~1.7k | Automated safety check: Pass | MIT | 2 days ago |
| 663 | Audits a project's agent configuration, instruction drift, hooks, MCP and AI maintainability, then reports prioritized findings with evidence and next actions. | tw93/ | 7.2k | — | ~5.2k | Automated safety check: Notes | MIT | today |
| 664 | 664.MemPalace Memory Gives an agent a local memory palace over MCP: verbatim conversation memory, semantic search and a temporal knowledge graph, with a per-session recall protocol. | MemPalace/ | 60k | — | ~2.7k | Automated safety check: Pass | MIT | today |
| 665 | 665.Research Lit Search and analyze research papers, find related work, summarize key ideas. | CurryTang/ | 176 | 5 repos | ~963 | Automated safety check: Notes | No licence | 6 mo ago |
| 666 | Indexes a local file or project directory into context-mode's FTS5 knowledge base so later searches return focused snippets instead of rereading whole files. | mksglu/ | 26k | — | ~328 | Automated safety check: Pass | Unknown | today |
| 667 | Explore an existing PostgreSQL database before answering questions about its data or writing SQL. | timescale/ | 1.9k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 668 | A skill your agent uses when Codex needs to coordinate ChatGPT, Chrome, Cloudflare tunnels, verified bridge Restart/Reboot recovery, or task routing between local code execution and ChatGPT… | Zhenyu98/ | 278 | — | ~4k | Automated safety check: Pass | MIT | 2 mo ago |
| 669 | Turns resume duties into truthful impact bullets. An agent skill from reactive-resume/reactive-resume. | reactive-resume/ | 44k | — | ~8k | Automated safety check: Pass | MIT | yesterday |
| 670 | 670.Arkon Edit Propose or directly apply edits to Arkon wiki pages, including proposing brand new pages. | nduckmink/ | 1.5k | — | ~1.6k | Automated safety check: Pass | Unknown | 4 mo ago |
| 671 | 671.Research Review Get a deep critical review of research idea from GPT via Codex MCP. | GRIND-Lab-Core/ | 106 | 5 repos | ~1.1k | Automated safety check: Notes | No licence | 5 mo ago |
| 672 | Structures git workflow practices. An agent skill from shashankswe2020-ux/whoop-mcp. | shashankswe2020-ux/ | 165 | 3 repos | ~2.6k | Automated safety check: Notes | MIT | 2 days ago |