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Model Context Protocol agent skills, page 89
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 |
|---|---|---|---|---|---|---|---|---|
| 4225 | 4225.Plugin Impact Review Assessment of plugin skill and hook changes needed after MCP or config changes. | jpicklyk/ | 207 | — | ~685 | Automated safety check: Pass | MIT | yesterday |
| 4226 | 4226.Pre Plan Workflow Internal, hook-triggered: gathers existing MCP items and schema gate requirements to set the definition floor before planning. | jpicklyk/ | 207 | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 4227 | 4227.Schema Workflow Internal, invoked from the orchestration context: drives a schema-typed MCP item through its gate-enforced phases, filling required notes. | jpicklyk/ | 207 | — | ~3.2k | Automated safety check: Pass | MIT | yesterday |
| 4228 | 4228.MCP Creator Configure and connect MCP (Model Context Protocol) servers through guided conversation — find the right server package or endpoint, build the config entry, write it to ~/.octo/mcp.json, and verify… | open-octo/ | 125 | — | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 4229 | 4229.Product Help Answer questions about how to use octo, or diagnose something that isn't working, by reading the product documentation. | open-octo/ | 125 | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 4230 | 4230.Add Ollama Tool Add Ollama MCP server so the container agent can call local models for cheaper/faster tasks like summarization, translation, or general queries. | sbusso/ | 194 | — | ~1.1k | Automated safety check: Notes | MIT | 2 mo ago |
| 4231 | Produces a progressive-disclosure overview of unfamiliar code or a pull request's changes with code-overview and publishes the resulting overview to a user-specified Confluence location. | testdouble/ | 281 | — | ~2.3k | Automated safety check: Pass | MIT | 10 days ago |
| 4232 | Runs an evidence-based investigation of a bug, failure, or unexpected behavior with investigate and publishes the resulting investigation report to a user-specified Confluence location. | testdouble/ | 281 | — | ~2.3k | Automated safety check: Pass | MIT | 10 days ago |
| 4233 | Publishes a local Markdown file to a user-specified Confluence location, creating a new page or updating an existing one through the Atlassian MCP server. | testdouble/ | 281 | — | ~2.4k | Automated safety check: Pass | MIT | 10 days ago |
| 4234 | Creates or updates project documentation for a feature, system, or component and publishes it to a user-specified Confluence location. | testdouble/ | 281 | — | ~2.1k | Automated safety check: Pass | MIT | 10 days ago |
| 4235 | 4235.Claude Agent SDK A skill your agent uses when working with Anthropic Claude Agent SDK. | sammcj/ | 162 | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 4236 | 4236.Create MCP App This skill should be used when the user asks to "create an MCP App", "add a UI to an MCP tool", "build an interactive MCP View", or needs guidance on MCP Apps SDK patterns, UI-resource registration… | sammcj/ | 162 | — | ~3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 4237 | A skill your agent uses when creating Zed extensions with custom slash commands, language support, themes, or MCP servers - provides Rust/WASM extension structure, slash command API… | pr-pm/ | 122 | — | ~3.1k | Automated safety check: Notes | MIT | 4 days ago |
| 4238 | chrome-devtools-mcp launcher — a single bash script that resolves Playwright's bundled Chrome-for-Testing and Node.js directly through Nix. | srid/ | 963 | — | ~271 | Automated safety check: Pass | Unknown | 2 mo ago |
| 4239 | 4239.Using Sgai Drive sgai (Software Garden AI) from any MCP-capable harness or AI agent. | sandgardenhq/ | 137 | — | ~1.3k | Automated safety check: Pass | Unknown | 20 days ago |
| 4240 | Entry point for inspecting or driving a running Flutter app from your AI assistant — routes to the right task skill (inspect / control / debug / custom app surfaces) and runs preflight. | Arenukvern/ | 387 | — | ~1.3k | Automated safety check: Pass | MIT | 8 days ago |
| 4241 | 4241.Bk Monitor Tapd Dev 根据 TAPD 单据分析开发需求并生成方案。当用户需要开发 TAPD 需求/缺陷/任务时使用. An agent skill from TencentBlueKing/bk-bcs. | TencentBlueKing/ | 840 | — | ~274 | Automated safety check: Pass | Unknown | 2 days ago |
| 4242 | 通过 GitHub MCP 获取用户 PR 并生成周报。当用户提到生成周报、写周报时使用. An agent skill from TencentBlueKing/bk-bcs. | TencentBlueKing/ | 840 | — | ~232 | Automated safety check: Pass | Unknown | 2 days ago |
| 4243 | 4243.MCP Development MCP server development including tool design, resource endpoints, prompt templates, and transport configuration | rohitg00/ | 2.7k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 5 mo ago |
| 4244 | 4244.MCP Development Build and maintain MCP servers and clients with versioned protocol contracts, typed schemas and reliable lifecycle handling. | WrongStack/ | 371 | — | ~837 | Automated safety check: Pass | MIT | yesterday |
| 4245 | 4245.Playwright Playwright E2E testing patterns. An agent skill from Gentleman-Programming/Gentleman-Skills. | Gentleman-Programming/ | 658 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 4246 | 4246.Europe Developer API A skill your agent uses when working with AI Engineer Europe 2026 developer-facing endpoints, public schedule JSON, speakers JSON, llms.txt files, MCP access, and the local aieng CLI. | swyxio/ | 176 | — | ~1.1k | Automated safety check: Pass | MIT | 6 days ago |
| 4247 | 4247.Bonsai MCP Create and inspect architecture projects in the Bonsai MCP Harness workspace, including its local starter and optional upstream integration. | autonomous-ai/ | 1.2k | — | ~508 | Automated safety check: Pass | MIT | yesterday |
| 4248 | 4248.Comfy MCP Create and inspect generative media projects in the Comfy MCP Harness workspace, including its local starter and optional upstream integration. | autonomous-ai/ | 1.2k | — | ~526 | Automated safety check: Pass | MIT | yesterday |
| 4249 | A skill your agent uses when adding, enabling, disabling, installing, configuring, or debugging a plugin, bundle, feature, page, panel, tool, or MCP connection in the current Harness profile… | singula-ai/ | 109 | — | ~1.9k | Automated safety check: Pass | MIT | 13 days ago |
| 4250 | Patsnap Company & Deal Intelligence MCP for AI agents. An agent skill from patsnap/mcp. | patsnap/ | 113 | — | ~761 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 4251 | AI trading agent for Myriad prediction markets on BNB Chain. | moonpay/ | 113 | — | ~1.6k | Automated safety check: Notes | MIT | 1 mo ago |
| 4252 | 4252.Prior Art Scout Find publicly documented solutions (peer repos, GitHub, forums) to bugs, platform quirks, dependency gotchas or architectural patterns, respecting the copyleft discussions-only rule. | n1m21n/ | 271 | — | ~1.3k | Automated safety check: Pass | Unknown | yesterday |
| 4253 | 4253.Kicad Pcb Review KiCad PCB review and manufacturing readiness agent skill for Cursor. | oaslananka/ | 120 | — | ~245 | Automated safety check: Pass | MIT | yesterday |
| 4254 | 4254.Brainstorm Design exploration using parallel agents through a 7-phase process: topic analysis, memory context, divergent ideation (10+ ideas), feasibility filtering, evaluation with devil's advocate scoring… | yonatangross/ | 292 | — | ~7.6k | Automated safety check: Notes | MIT | yesterday |
| 4255 | 4255.Fix Issue Fixes GitHub issues using parallel analysis agents for root cause investigation, code exploration, and regression detection. | yonatangross/ | 292 | — | ~6.2k | Automated safety check: Notes | MIT | yesterday |
| 4256 | 4256.Doctor Diagnose and repair your TinyFish setup — MCP registration, auth, and connectivity. | tinyfish-io/ | 2.2k | — | ~1.6k | Automated safety check: Pass | MIT | 3 days ago |
| 4257 | 4257.Tinyfish Doctor Diagnose and repair your TinyFish setup — MCP registration, auth, and connectivity. | tinyfish-io/ | 2.2k | — | ~1.9k | Automated safety check: Pass | MIT | 3 days ago |
| 4258 | 4258.Rigor MCP Setup Set up Rigor's bundled MCP server for an AI coding agent and verify the connection. | rigortype/ | 106 | — | ~1.3k | Automated safety check: Pass | MPL-2.0 | yesterday |
| 4259 | 4259.Design System A skill your agent uses to establish the project's design canon — docs/design-system.md: the design-tool choice (Figma MCP / Pencil MCP / code-only markdown), the platform posture (mobile-first /… | genkovich/ | 171 | — | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 4260 | 4260.Screens A skill your agent uses to produce the canonical screen manifest for a UI feature — every screen in every state (default / loading / empty / error / success / validation), with reuse-first component… | genkovich/ | 171 | — | ~2.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 4261 | 4261.Game Art Pipeline Develop or redesign Personal Jarvis world art, buildings, characters and 3D assets through an authored Blender reference scene, runtime review and controlled asset rollout. | PersonalJarvis/ | 159 | — | ~566 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4262 | A skill your agent uses when BACnet Who-Is, ReadProperty, fieldbus OT, MS/TP, or MQTTS ingest fails on a LAN bench or edge. | bbartling/ | 173 | — | ~1k | Automated safety check: Pass | Unknown | yesterday |
| 4263 | A skill your agent uses when closing a patch cycle with rigorous stress LAST on the Railway hub, bensbench x86 fieldbus → MQTTS, CSV/synth59/Creekside/gate 19, B100 Railway-only, light OWASP ZAP… | bbartling/ | 173 | — | ~1.2k | Automated safety check: Pass | Unknown | yesterday |
| 4264 | Dynamic MCP server discovery and code-mode execution via central registry. | secondsky/ | 227 | — | ~1.5k | Automated safety check: Pass | MIT | 13 days ago |
| 4265 | 4265.API Canvas DataCanvas primitive reference — a Tier 3 SQL/analytical workspace for tabular MCP servers, backed by DuckDB. | cyanheads/ | 158 | — | ~10k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 4266 | 4266.API Errors McpError constructor, JsonRpcErrorCode reference, and error handling patterns for @cyanheads/mcp-ts-core. | cyanheads/ | 158 | — | ~16k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 4267 | 4267.API Linter MCP definition linter rules reference. An agent skill from cyanheads/pubmed-mcp-server. | cyanheads/ | 158 | — | ~18k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 4268 | 4268.API Telemetry Catalog of OpenTelemetry instrumentation built into framework @cyanheads/mcp-ts-core — spans, metrics, completion logs, env config, runtime caveats, custom instrumentation patterns, and cardinality… | cyanheads/ | 158 | — | ~10k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 4269 | 4269.Design MCP Server Design the tool surface, resources, and service layer for a new MCP server. | cyanheads/ | 158 | — | ~22k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 4270 | 4270.Field Test Exercise tools, resources, and prompts against a live HTTP server via MCP JSON-RPC over curl. | cyanheads/ | 158 | — | ~11k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 4271 | 4271.Security Pass Review an MCP server for common security gaps: LLM-facing surfaces as injection vector (tools, resources, prompts, descriptions), scope blast radius, destructive ops without consent, upstream auth… | cyanheads/ | 158 | — | ~6.4k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 4272 | 4272.Karibu Test Creates Karibu server-side unit tests for Vaadin views covering navigation, component interactions, form validation, grid operations, and notifications. | AI-Unified-Process/ | 142 | — | ~3.3k | Automated safety check: Warn | Apache-2.0 | 6 days ago |