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Model Context Protocol
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 2113 | Define or revise a Roam product milestone and its engineering, adoption and offer-readiness sequence. | Cranot/ | 517 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2114 | 2114.Kiln Batch Dispatch Run requested Kiln asset batches or compare coding-agent harnesses and models in isolated workspaces. | instruktlabs/ | 255 | — | ~585 | Automated safety check: Pass | MIT | today |
| 2115 | 2115.Memmesh SDK MemMesh TypeScript SDK reference (@thinkfleet/memory-sdk) for the hosted platform at app.memmesh.ai. | ThinkfleetAI/ | 420 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 2116 | 2116.Stata Skill A packaged Stata Runner skill via official MCP-for-Stata server including statado, adopackageinstall, help, readlog and getdatainfo tools. | SepineTam/ | 264 | — | ~2.7k | Automated safety check: Pass | AGPL-3.0 | 5 days ago |
| 2117 | Explores the Forgetful memory graph in phases, walking memories, entities and relationships to answer cross-project and entity-centred questions. | ScottRBK/ | 301 | — | ~898 | Automated safety check: Pass | MIT | today |
| 2118 | Tests in real browsers. An agent skill from shashankswe2020-ux/whoop-mcp. | shashankswe2020-ux/ | 165 | — | ~3k | Automated safety check: Warn | MIT | yesterday |
| 2119 | 2119.Agent Tools A skill your agent uses when configuring LiteLLM for MCP tools, A2A agents, Claude Code/Cursor agent gateway traffic, MCP auth/OAuth, tool permissions, semantic filtering, or agent-specific proxy… | VectorSpaceLab/ | 331 | — | ~1.2k | Automated safety check: Pass | Unknown | 1 mo ago |
| 2120 | Answers questions about Cherry Studio's features, routes, shortcuts and providers from the installed build's manifest, and diagnoses runtime problems. | CherryHQ/ | 53k | — | ~494 | Automated safety check: Pass | AGPL-3.0 | today |
| 2121 | 2121.MCP Hass The skill for control Home Assistant smart home devices and query states using MCP protocol. | aahl/ | 162 | 1 repo | ~568 | Automated safety check: Pass | MIT | 26 days ago |
| 2122 | 2122.Balance Sheet Retrieve detailed balance sheet statement data including Total Assets, Current Assets, Non-Current Assets, Liabilities, Equity, and Net Debt for public companies. | OctagonAI/ | 127 | — | ~1k | Automated safety check: Pass | MIT | 4 mo ago |
| 2123 | Extract reusable Jacobian capabilities from a mathematical solution corpus, rather than one agent trajectory. | morluto/ | 220 | — | ~1.9k | Automated safety check: Pass | MIT | 6 days ago |
| 2124 | 2124.Autodream Brain Sync Copies each Claude Code memory file write to Open Brain through an MCP tool so memories reach other AI clients and devices. | NateBJones-Projects/ | 4.7k | — | ~705 | Automated safety check: Pass | Unknown | 2 days ago |
| 2125 | 2125.GitHub Issues Manage GitHub issues - create, edit, close, comment, assign, and delegate to Copilot. | Cybereason-Public/ | 280 | — | ~1.8k | Automated safety check: Pass | GPL-2.0 | 2 days ago |
| 2126 | 2126.Research Performs deep research on a topic via deepresearch. An agent skill from study8677/repobrain. | study8677/ | 1.3k | — | ~128 | Automated safety check: Pass | MIT | yesterday |
| 2127 | 2127.Apply Pattern This skill should be used when the user asks to "apply a pattern", "use a blueprint", "implement [pattern] from [source]", "what blueprints do I have", "list patterns", "adapt this pattern", or… | adamthewilliam/ | 138 | — | ~1.4k | Automated safety check: Notes | MIT | 1 mo ago |
| 2128 | 2128.Setup Interactive WhatsApp channel onboarding — guides through device linking, phone number config, and access control setup | Rich627/ | 103 | — | ~1.4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 2129 | 2129.QA Systematically QA test any application — web apps, native macOS apps, Electron apps, CLI tools, interactive REPLs, or anything on screen. | team-attention/ | 173 | — | ~2.6k | Automated safety check: Notes | MIT | 4 mo ago |
| 2130 | 2130.Horizon Browser Control, inspect, or audit Horizon browser panels through public browser MCP tools. | peters/ | 716 | — | ~5.1k | Automated safety check: Pass | MIT | today |
| 2131 | 2131.Plantuml Syntax PlantUML syntax reference, C4-PlantUML first, for writing or fixing a diagram in an artefact: sequence, class, activity, state, ER, component, deployment and use-case diagrams, skinparams and… | tractorjuice/ | 2.3k | — | ~1.3k | Automated safety check: Pass | Unknown | today |
| 2132 | Dataverse schema authoring and inspection — tables, columns, relationships, forms, and views. | microsoft/ | 243 | — | ~5.4k | Automated safety check: Notes | MIT | yesterday |
| 2133 | 2133.Arandu Integrations Reaching other systems from an Arandu (Go) application, and letting them reach it -- the client of an external API with its interface and fake, webhooks sent and received, and tools, resources and… | arandu-io/ | 281 | — | ~3.1k | Automated safety check: Pass | MIT | yesterday |
| 2134 | Creates and edits architecture diagrams through the Draw.io MCP tool, with guidance for rendering Azure icons correctly and laying out network diagrams. | thomast1906/ | 202 | — | ~3.1k | Automated safety check: Pass | No licence | 3 days ago |
| 2135 | 2135.Connect Configure or diagnose access to a requested source using available host tools. | suboss87/ | 957 | — | ~354 | Automated safety check: Pass | MIT | yesterday |
| 2136 | Answers structural questions about a repository, such as where a symbol is defined, what calls it and what changed recently, through the basemind MCP server. | Goldziher/ | 108 | — | ~2.9k | Automated safety check: Pass | MIT | today |
| 2137 | 2137.Basemind Index Scan Builds or refreshes the basemind code index from the command line, for when basemind reports no index or its MCP server is not running. | Goldziher/ | 108 | — | ~1.1k | Automated safety check: Warn | MIT | today |
| 2138 | 2138.Dotnet MCP Builder Build Model Context Protocol (MCP) servers in C/.NET against the current ModelContextProtocol 1.x NuGet packages. | boshi-xixixi/ | 276 | — | ~1.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 2139 | 2139.Code Reviewer Find bugs, security holes, and maintainability issues in a diff or file. | antonbabenko/ | 170 | — | ~883 | Automated safety check: Pass | MIT | today |
| 2140 | Fetches the full record for a paper from Web of Science by its WoS accession number or URL and presents the metadata as a structured summary. | cookjohn/ | 123 | — | ~2.2k | Automated safety check: Pass | No licence | 7 mo ago |
| 2141 | Expert in diagnosing Playwright failures. Uses the @playwright MCP to verify live DOM state. | Tahanima/ | 113 | — | ~210 | Automated safety check: Pass | MIT | 7 mo ago |
| 2142 | 2142.Composer A skill your agent uses when the user types /piyaz:composer, /piyaz:composer <taskRef, or /piyaz:composer rework <taskRef|pr-url, or asks to run the next Piyaz task end-to-end, ship the backlog… | FrkAk/ | 194 | — | ~8.6k | Automated safety check: Warn | AGPL-3.0 | 11 days ago |
| 2143 | 2143.P4 File Operations P4 file operations — query content, history, annotations, diffs, and modify files (add, edit, delete, move, sync, resolve) via P4 MCP tools. | perforce/ | 122 | — | ~930 | Automated safety check: Pass | MIT | 16 days ago |
| 2144 | 2144.Sif Amazon Research A skill your agent uses for Amazon e-commerce research, market validation, competitor analysis, traffic diagnosis, keyword strategy, advertising review, launch evaluation, and growth optimization… | liangdabiao/ | 959 | — | ~1k | Automated safety check: Pass | No licence | 2 days ago |
| 2145 | 2145.Maui Devflow Uitests How to write, run and debug automated UI tests for the Nalu.Maui component libraries using .NET MAUI DevFlow (in-app agent + Driver + CLI + MCP). | nalu-development/ | 245 | — | ~2.3k | Automated safety check: Pass | Unknown | yesterday |
| 2146 | 2146.Unicli Usage Command reference for Uni-CLI — the open Agent-Computer Interface runtime for real software. | olo-dot-io/ | 274 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 2147 | Explains how the agentmemory connect command wires the memory server into host coding agents, and how to fix an adapter that writes the wrong config path. | rohitg00/ | 29k | — | ~402 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2148 | 2148.Agentmemory REST API Covers the HTTP REST endpoints of the agentmemory server, its primary interface, for hosts without MCP or when MCP is unavailable. | rohitg00/ | 29k | — | ~404 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2149 | 2149.Tinystruct Patterns Expert guidance for developing with the tinystruct Java framework. | templetongroup/ | 113 | — | ~3k | Automated safety check: Pass | MIT | 4 days ago |
| 2150 | 2150.Tools 代码工具选择 | Pixeval/ | 3.2k | — | ~217 | Automated safety check: Pass | GPL-3.0 | today |
| 2151 | 2151.Security Guide OpenClaw 安全部署指南 / Security deployment guide — help users secure their OpenClaw installation | jnMetaCode/ | 140 | — | ~644 | Automated safety check: Warn | Apache-2.0 | 12 days ago |
| 2152 | 2152.Dll To MCP Tool Wrap a standalone Revit IExternalCommand (.cs / DLL, WPF dialog allowed) into a revit-mcp MCP tool. | shuotao/ | 102 | — | ~2.3k | Automated safety check: Pass | No licence | 1 mo ago |
| 2153 | 2153.Ahk Test Design, write, and run behavior-focused tests for an objective or existing code. | enmanuelmag/ | 182 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 2154 | 2154.MCP Server Building Design, implement, harden, and verify Model Context Protocol (MCP) servers with precise tool contracts, least-privilege authorization, safe transports, structured errors, and interoperability tests. | seb1n/ | 206 | — | ~2.5k | Automated safety check: Pass | MIT | 2 mo ago |
| 2155 | 2155.Explore Graph Render a focused interactive graph for memories retrieved from Nowledge Mem, automatically after successful Memory retrieval or when the user explicitly asks to view, show, inspect, or explore their… | nowledge-co/ | 186 | — | ~1.5k | Automated safety check: Pass | No licence | today |
| 2156 | Claude Code Hero Level 11: The Oracle Well -- connect an MCP server and gain a new tool | kylesnowschwartz/ | 104 | — | ~1.8k | Automated safety check: Pass | No licence | 1 mo ago |
| 2157 | 2157.Assets Delete Delete the assets at the given project paths. An agent skill from IvanMurzak/Unity-MCP. | IvanMurzak/ | 4.4k | — | ~646 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2158 | 2158.Agent Browser Automates browser and Electron app interactions for user-flow validation. | Intelligent-Internet/ | 338 | — | ~6.9k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 2159 | 2159.Wallet MCP Wallet MCP — gives your AI assistant access to a Coinbase Wallet Account via the Wallet MCP server (wallet-mcp.coinbase.com). | base/ | 121 | — | ~3.7k | Automated safety check: Pass | MIT | 2 days ago |
| 2160 | 2160.Unifapi A skill your agent uses when working with UnifAPI public-data APIs or the UnifAPI MCP server: connecting OAuth MCP clients, discovering operations, calling social/search/scrape/news APIs… | unifapi-agent/ | 589 | — | ~741 | Automated safety check: Pass | MIT | 1 mo ago |