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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1633 | 1633.Taobao MCP Benchmark 淘宝桌面版MCP工具评测框架。用于系统化测试MCP工具的各项功能，生成专业的技术评测报告。Use when 需要对淘宝MCP工具进行评测、测试、验收、迭代验证。 | LeoYeAI/ | 2.2k | — | ~3k | Automated safety check: Pass | MIT | 2 mo ago |
| 1634 | 1634.Xiaohongshu MCP Automate Xiaohongshu (RedNote) content operations using a Python client for the xiaohongshu-mcp server. | LeoYeAI/ | 2.2k | — | ~957 | Automated safety check: Pass | MIT | 2 mo ago |
| 1635 | 1635.Claude Agent SDK Build autonomous AI agents with Claude Agent SDK. An agent skill from LeoYeAI/openclaw-master-skills. | LeoYeAI/ | 2.2k | — | ~7.3k | Automated safety check: Notes | MIT | 2 mo ago |
| 1636 | 1636.Jacobian Math Use Jacobian's MCP operations for nontrivial mathematical computation, finite search, structural analysis, formal checking, probability, or optimization. | morluto/ | 220 | — | ~286 | Automated safety check: Pass | MIT | 6 days ago |
| 1637 | 升级 CodeBuddy IDE（genie 扩展）内置的 CloudBase MCP，以及 MCP 发版时同步 IDE 侧白名单。当用户提到「更新 IDE 里的 MCP」「内置 MCP 版本太老」「IDE 集成的 CloudBase 功能不足」「改工具白名单 toolWhiteList」「把新 bundle 打进 CodeBuddy」「白名单漂移」「MCP… | TencentCloudBase/ | 1.1k | — | ~3k | Automated safety check: Pass | MIT | yesterday |
| 1638 | 1638.Cloudbase MCP CloudBase MCP reference. An agent skill from TencentCloudBase/CloudBase-AI-Toolkit. | TencentCloudBase/ | 1.1k | — | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 1639 | Instrument a Node/TypeScript MCP server with Amplitude's @amplitude/mcp-analytics SDK so tool calls, sessions, and rationale are tracked as Amplitude events. | amplitude/ | 159 | — | ~2.2k | Automated safety check: Pass | No licence | 2 mo ago |
| 1640 | 1640.What Would Lenny Do Answers product strategy, growth, pricing, hiring, and leadership questions using Lenny Rachitsky's archive. | amplitude/ | 159 | — | ~2.6k | Automated safety check: Pass | No licence | 2 mo ago |
| 1641 | 1641.Oce MCP Integration Connect OpenConstructionERP to AI coding assistants via MCP (Model Context Protocol): expose costs, BOQ, BIM and catalog endpoints as MCP tools so Claude Code / Antigravity / OpenCode can drive the… | datadrivenconstruction/ | 345 | — | ~852 | Automated safety check: Pass | MIT | 1 mo ago |
| 1642 | 1642.Tool Restraint Don't over-equip an agent with tools/MCP servers. An agent skill from Archive228/loopkit. | Archive228/ | 755 | — | ~234 | Automated safety check: Pass | MIT | 2 mo ago |
| 1643 | 1643.Crud REST Controller Creates a Spring REST controller with CRUD endpoints backed by a Spring Data repository. | Amplicode/ | 128 | — | ~5.7k | Automated safety check: Pass | No licence | 1 mo ago |
| 1644 | Runs multi-source web research through the firecrawl and exa MCP tools and writes a cited report with source attribution. | affaan-m/ | 276k | — | ~150 | Automated safety check: Pass | MIT | yesterday |
| 1645 | 1645.Build MCP Build an MCP server end to end, tailored to how it will be used. | techwolf-ai/ | 132 | — | ~2.9k | Automated safety check: Pass | MIT | 12 days ago |
| 1646 | 1646.Build Plugin Bundle skills, hooks, agents, or an MCP server into one installable Claude Code plugin and ship it. | techwolf-ai/ | 132 | — | ~2.4k | Automated safety check: Pass | MIT | 12 days ago |
| 1647 | 1647.Conducty Codex Always-on Conducty orchestration for Codex. An agent skill from robertbarclayy/conducty. | robertbarclayy/ | 176 | — | ~853 | Automated safety check: Pass | MIT | 3 mo ago |
| 1648 | 1648.Add Component Checklists for adding a new MCP tool, a new Flyway database migration, or a new Gradle dependency to the Task Orchestrator server, including the tool-documentation single-source policy… | jpicklyk/ | 207 | — | ~1k | Automated safety check: Pass | MIT | 2 days ago |
| 1649 | 1649.Plugin Impact Review Assessment of plugin skill and hook changes needed after MCP or config changes. | jpicklyk/ | 207 | — | ~685 | Automated safety check: Pass | MIT | 2 days ago |
| 1650 | 1650.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 | 2 days ago |
| 1651 | 1651.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 | 2 days ago |
| 1652 | 1652.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 |
| 1653 | 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 |
| 1654 | 1654.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 |
| 1655 | 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 | 5 days ago |
| 1656 | 1656.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 |
| 1657 | 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 |
| 1658 | 1658.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 |
| 1659 | 1659.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 | 2 days ago |
| 1660 | 1660.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 |
| 1661 | 1661.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 |
| 1662 | 1662.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 |
| 1663 | 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 |
| 1664 | AI trading agent for Myriad prediction markets on BNB Chain. | moonpay/ | 113 | — | ~1.6k | Automated safety check: Notes | MIT | 1 mo ago |
| 1665 | 1665.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 |
| 1666 | Dynamic MCP server discovery and code-mode execution via central registry. | secondsky/ | 227 | — | ~1.5k | Automated safety check: Pass | MIT | 13 days ago |
| 1667 | 1667.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 |
| 1668 | 1668.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 |
| 1669 | 1669.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 |
| 1670 | 1670.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 |
| 1671 | 1671.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 |
| 1672 | 1672.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 |
| 1673 | NVIDIA App MCP: drivers, games, laptops, overlay. An agent skill from NVIDIA/skills. | NVIDIA/ | 3.6k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 1674 | 1674.Playwright MCP Browser automation via Playwright MCP server. An agent skill from CraftOS-dev/CraftBot. | CraftOS-dev/ | 392 | 1 repo | ~1k | Automated safety check: Pass | MIT | 2 days ago |
| 1675 | Audit MCP servers for tool poisoning, tool shadowing, rug pulls, SSRF, and unauthenticated exposure using Invariant Labs' mcp-scan for static/runtime scanning plus manual SSRF/auth checks and… | mukul975/ | 34k | — | ~2.7k | Automated safety check: Warn | Apache-2.0 | 1 mo ago |
| 1676 | 1676.MCP Builder Builds production MCP servers via 4-phase methodology: research, implement, test, evaluate. | softspark/ | 179 | — | ~2.1k | Automated safety check: Notes | Apache-2.0 | 3 days ago |
| 1677 | 1677.MCP Patterns MCP server design: tool schemas, resources, stdio/SSE, capability negotiation. | softspark/ | 179 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 1678 | 1678.Research Mastery Hierarchical retrieval: KB → MCP/Context7 → web. An agent skill from softspark/ai-toolkit. | softspark/ | 179 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 1679 | 1679.Zoho Use the configured Zoho MCP server for Zoho CRM, Desk, Mail, Calendar, Books, Projects, WorkDrive, Cliq, Campaigns, and related Zoho business workflows. | HybridAIOne/ | 159 | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 1680 | 1680.Feature Testing Post-implementation end-to-end feature verification. An agent skill from LanternOps/breeze. | LanternOps/ | 132 | — | ~3k | Automated safety check: Notes | AGPL-3.0 | yesterday |
