{ "dataset": { "name": "MCP Skills Trust Scores", "description": "Public trust score dataset for AI skills, MCP servers, and npm packages — 14 signals across 4 dimensions (Alive, Legit, Solid, Usable).", "version": "1", "generatedAt": "2026-04-09T10:50:45.185Z", "rowCount": 103, "license": "CC-BY-4.0", "licenseUrl": "https://creativecommons.org/licenses/by/4.0/", "attribution": "Data courtesy of MCP Skills (https://mcpskills.io). CC BY 4.0.", "source": "https://mcpskills.io", "methodology": "https://mcpskills.io/methodology", "citation": { "apa": "MCP Skills. (2026). MCP Skills Trust Scores [Data set]. https://mcpskills.io/data/latest.json" } }, "summary": { "total": 103, "tiers": { "verified": 36, "established": 52, "new": 14, "blocked": 1 }, "averageScore": 6.45 }, "rows": [ { "key": "openai/openai-node", "type": "github", "repo": "openai/openai-node", "package": null, "composite": 8.85, "tier": "verified", "mode": "standard", "limited": false, "stars": 10787, "forks": 1452, "license": "Apache-2.0", "description": "Official JavaScript / TypeScript library for the OpenAI API", "scannedAt": "2026-04-03T02:03:03.493Z", "discoveredVia": "crawler" }, { "key": "auth0/nextjs-auth0", "type": "github", "repo": "auth0/nextjs-auth0", "package": null, "composite": 8.81, "tier": "verified", "mode": "standard", "limited": false, "stars": 2296, "forks": 456, "license": "MIT", "description": "Next.js SDK for signing in with Auth0", "scannedAt": "2026-04-01T05:19:06.603Z", "discoveredVia": "crawler" }, { "key": "prisma/prisma", "type": "github", "repo": "prisma/prisma", "package": null, "composite": 8.55, "tier": "verified", "mode": "standard", "limited": false, "stars": 45666, "forks": 2140, "license": "Apache-2.0", "description": "Next-generation ORM for Node.js & TypeScript | PostgreSQL, MySQL, MariaDB, SQL Server, SQLite, MongoDB and CockroachDB", "scannedAt": "2026-04-06T03:22:50.738Z", "discoveredVia": "crawler" }, { "key": "anthropics/anthropic-sdk-typescript", "type": "github", "repo": "anthropics/anthropic-sdk-typescript", "package": null, "composite": 8.53, "tier": "verified", "mode": "standard", "limited": false, "stars": 1817, "forks": 279, "license": "MIT", "description": "Access to Anthropic's safety-first language model APIs in TypeScript", "scannedAt": "2026-04-06T03:50:59.757Z", "discoveredVia": "crawler" }, { "key": "supabase/supabase", "type": "github", "repo": "supabase/supabase", "package": null, "composite": 8.48, "tier": "verified", "mode": "skills", "limited": false, "stars": 99959, "forks": 11946, "license": "Apache-2.0", "description": "The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.", "scannedAt": "2026-04-01T05:19:07.250Z", "discoveredVia": "crawler" }, { "key": "stripe/stripe-node", "type": "github", "repo": "stripe/stripe-node", "package": null, "composite": 8.47, "tier": "verified", "mode": "standard", "limited": false, "stars": 4384, "forks": 887, "license": "MIT", "description": "Node.js library for the Stripe API. ", "scannedAt": "2026-04-06T03:22:57.477Z", "discoveredVia": "crawler" }, { "key": "clerk/javascript", "type": "github", "repo": "clerk/javascript", "package": null, "composite": 8.36, "tier": "verified", "mode": "standard", "limited": false, "stars": 1682, "forks": 442, "license": "MIT", "description": "Official JavaScript repository for Clerk authentication", "scannedAt": "2026-04-01T05:20:11.557Z", "discoveredVia": "crawler" }, { "key": "ollama/ollama", "type": "github", "repo": "ollama/ollama", "package": null, "composite": 8.22, "tier": "verified", "mode": "standard", "limited": false, "stars": 166624, "forks": 15255, "license": "MIT", "description": "Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.", "scannedAt": "2026-04-01T05:19:42.053Z", "discoveredVia": "crawler" }, { "key": "langchain-ai/langchainjs", "type": "github", "repo": "langchain-ai/langchainjs", "package": null, "composite": 8.19, "tier": "verified", "mode": "standard", "limited": false, "stars": 17411, "forks": 3107, "license": "MIT", "description": "The agent engineering platform", "scannedAt": "2026-04-06T03:22:56.090Z", "discoveredVia": "crawler" }, { "key": "anthropics/anthropic-sdk-python", "type": "github", "repo": "anthropics/anthropic-sdk-python", "package": null, "composite": 8.18, "tier": "verified", "mode": "standard", "limited": false, "stars": 3074, "forks": 569, "license": "MIT", "description": "", "scannedAt": "2026-04-01T05:19:03.699Z", "discoveredVia": "crawler" }, { "key": "drizzle-team/drizzle-orm", "type": "github", "repo": "drizzle-team/drizzle-orm", "package": null, "composite": 8.11, "tier": "verified", "mode": "standard", "limited": false, "stars": 33652, "forks": 1291, "license": "Apache-2.0", "description": "ORM", "scannedAt": "2026-04-06T03:23:02.928Z", "discoveredVia": "crawler" }, { "key": "snyk/cli", "type": "github", "repo": "snyk/cli", "package": null, "composite": 7.98, "tier": "verified", "mode": "standard", "limited": false, "stars": 5472, "forks": 676, "license": "NOASSERTION", "description": "Snyk CLI scans and monitors your projects for security vulnerabilities.", "scannedAt": "2026-04-01T05:19:43.898Z", "discoveredVia": "crawler" }, { "key": "tailwindlabs/tailwindcss", "type": "github", "repo": "tailwindlabs/tailwindcss", "package": null, "composite": 7.95, "tier": "verified", "mode": "standard", "limited": false, "stars": 94240, "forks": 5150, "license": "MIT", "description": "A utility-first CSS framework for rapid UI development.", "scannedAt": "2026-04-01T05:20:07.326Z", "discoveredVia": "crawler" }, { "key": "aquasecurity/trivy", "type": "github", "repo": "aquasecurity/trivy", "package": null, "composite": 7.89, "tier": "verified", "mode": "standard", "limited": false, "stars": 34263, "forks": 221, "license": "Apache-2.0", "description": "Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more", "scannedAt": "2026-04-01T05:19:44.933Z", "discoveredVia": "crawler" }, { "key": "returntocorp/semgrep", "type": "github", "repo": "returntocorp/semgrep", "package": null, "composite": 7.85, "tier": "verified", "mode": "standard", "limited": false, "stars": 14622, "forks": 900, "license": "LGPL-2.1", "description": "Lightweight static analysis for many languages. Find bug variants with patterns that look like source code.", "scannedAt": "2026-04-01T05:19:46.470Z", "discoveredVia": "crawler" }, { "key": "huggingface/transformers.js", "type": "github", "repo": "huggingface/transformers.js", "package": null, "composite": 7.79, "tier": "verified", "mode": "standard", "limited": false, "stars": 15703, "forks": 1121, "license": "Apache-2.0", "description": "State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!", "scannedAt": "2026-04-01T05:19:43.014Z", "discoveredVia": "crawler" }, { "key": "traceloop/openllmetry-js", "type": "github", "repo": "traceloop/openllmetry-js", "package": null, "composite": 7.72, "tier": "verified", "mode": "standard", "limited": false, "stars": 394, "forks": 66, "license": "Apache-2.0", "description": "Sister project to OpenLLMetry, but in Typescript. Open-source observability for your LLM application, based on OpenTelemetry", "scannedAt": "2026-04-09T05:08:52.371Z", "discoveredVia": "crawler" }, { "key": "trpc/trpc", "type": "github", "repo": "trpc/trpc", "package": null, "composite": 7.61, "tier": "verified", "mode": "skills", "limited": false, "stars": 39855, "forks": 1530, "license": "MIT", "description": "🧙‍♀️ Move Fast and Break Nothing. End-to-end typesafe APIs made easy. ", "scannedAt": "2026-04-01T05:19:08.017Z", "discoveredVia": "crawler" }, { "key": "mark3labs/mcp-go", "type": "github", "repo": "mark3labs/mcp-go", "package": null, "composite": 7.6, "tier": "verified", "mode": "standard", "limited": false, "stars": 8490, "forks": 803, "license": "MIT", "description": "A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.", "scannedAt": "2026-04-01T05:19:06.891Z", "discoveredVia": "crawler" }, { "key": "supabase/supabase-js", "type": "github", "repo": "supabase/supabase-js", "package": null, "composite": 7.53, "tier": "verified", "mode": "skills", "limited": false, "stars": 4385, "forks": 624, "license": "MIT", "description": "An isomorphic Javascript client for Supabase. Query your Supabase database, subscribe to realtime events, upload and download files, browse typescript examples, invoke postgres functions via rpc, invoke supabase edge functions, query pgvector.", "scannedAt": "2026-04-06T03:22:54.238Z", "discoveredVia": "crawler" }, { "key": "microsoft/autogen", "type": "github", "repo": "microsoft/autogen", "package": null, "composite": 7.52, "tier": "verified", "mode": "standard", "limited": false, "stars": 56533, "forks": 8497, "license": "CC-BY-4.0", "description": "A programming framework for agentic AI", "scannedAt": "2026-04-01T05:19:45.527Z", "discoveredVia": "crawler" }, { "key": "upstash/context7", "type": "github", "repo": "upstash/context7", "package": null, "composite": 7.51, "tier": "verified", "mode": "skills", "limited": false, "stars": 52036, "forks": 2460, "license": "MIT", "description": "Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors", "scannedAt": "2026-04-09T02:00:59.468Z", "discoveredVia": "crawler" }, { "key": "modelcontextprotocol/python-sdk", "type": "github", "repo": "modelcontextprotocol/python-sdk", "package": null, "composite": 7.44, "tier": "verified", "mode": "skills", "limited": false, "stars": 22439, "forks": 3252, "license": "MIT", "description": "The official Python SDK for Model Context Protocol servers and clients", "scannedAt": "2026-04-01T05:19:06.173Z", "discoveredVia": "crawler" }, { "key": "crewaiinc/crewai", "type": "github", "repo": "crewaiinc/crewai", "package": null, "composite": 7.43, "tier": "verified", "mode": "skills", "limited": false, "stars": 47738, "forks": 6477, "license": "MIT", "description": "Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.", "scannedAt": "2026-04-01T05:19:47.717Z", "discoveredVia": "crawler" }, { "key": "github/github-mcp-server", "type": "github", "repo": "github/github-mcp-server", "package": null, "composite": 7.43, "tier": "verified", "mode": "skills", "limited": false, "stars": 28446, "forks": 3858, "license": "MIT", "description": "GitHub's official MCP Server", "scannedAt": "2026-04-01T05:19:42.449Z", "discoveredVia": "crawler" }, { "key": "cloudflare/workers-sdk", "type": "github", "repo": "cloudflare/workers-sdk", "package": null, "composite": 7.41, "tier": "verified", "mode": "skills", "limited": false, "stars": 3936, "forks": 1199, "license": "Apache-2.0", "description": "⛅️ Home to Wrangler, the CLI for Cloudflare Workers®", "scannedAt": "2026-04-01T05:19:04.860Z", "discoveredVia": "crawler" }, { "key": "modelcontextprotocol/typescript-sdk", "type": "github", "repo": "modelcontextprotocol/typescript-sdk", "package": null, "composite": 7.39, "tier": "verified", "mode": "skills", "limited": false, "stars": 12102, "forks": 1751, "license": "NOASSERTION", "description": "The official TypeScript SDK for Model Context Protocol servers and clients", "scannedAt": "2026-04-06T03:23:06.225Z", "discoveredVia": "crawler" }, { "key": "n8n-io/n8n", "type": "github", "repo": "n8n-io/n8n", "package": null, "composite": 7.38, "tier": "verified", "mode": "skills", "limited": false, "stars": 181937, "forks": 56358, "license": "NOASSERTION", "description": "Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.", "scannedAt": "2026-04-01T05:19:09.692Z", "discoveredVia": "crawler" }, { "key": "pydantic/pydantic-ai", "type": "github", "repo": "pydantic/pydantic-ai", "package": null, "composite": 7.38, "tier": "verified", "mode": "skills", "limited": false, "stars": 15984, "forks": 1855, "license": "MIT", "description": "AI Agent Framework, the Pydantic way", "scannedAt": "2026-04-01T05:19:37.364Z", "discoveredVia": "crawler" }, { "key": "vercel/ai", "type": "github", "repo": "vercel/ai", "package": null, "composite": 7.34, "tier": "verified", "mode": "skills", "limited": false, "stars": 23331, "forks": 4138, "license": "NOASSERTION", "description": "The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents ", "scannedAt": "2026-04-09T06:26:38.493Z", "discoveredVia": "crawler" }, { "key": "nextauthjs/next-auth", "type": "github", "repo": "nextauthjs/next-auth", "package": null, "composite": 7.33, "tier": "verified", "mode": "standard", "limited": false, "stars": 28174, "forks": 4041, "license": "ISC", "description": "Authentication for the Web.", "scannedAt": "2026-04-06T03:23:09.854Z", "discoveredVia": "crawler" }, { "key": "firebase/genkit", "type": "github", "repo": "firebase/genkit", "package": null, "composite": 7.32, "tier": "verified", "mode": "skills", "limited": false, "stars": 5736, "forks": 703, "license": "Apache-2.0", "description": "Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google", "scannedAt": "2026-04-01T05:20:01.493Z", "discoveredVia": "crawler" }, { "key": "microsoft/typechat", "type": "github", "repo": "microsoft/typechat", "package": null, "composite": 7.31, "tier": "verified", "mode": "standard", "limited": false, "stars": 8633, "forks": 409, "license": "MIT", "description": "TypeChat is a library that makes it easy to build natural language interfaces using types.", "scannedAt": "2026-04-01T05:20:04.037Z", "discoveredVia": "crawler" }, { "key": "invariantlabs-ai/mcp-scan", "type": "github", "repo": "invariantlabs-ai/mcp-scan", "package": null, "composite": 7.2, "tier": "verified", "mode": "skills", "limited": false, "stars": 2037, "forks": 196, "license": "Apache-2.0", "description": "Security scanner for AI agents, MCP servers and agent skills.", "scannedAt": "2026-04-01T05:19:42.572Z", "discoveredVia": "crawler" }, { "key": "t3-oss/create-t3-app", "type": "github", "repo": "t3-oss/create-t3-app", "package": null, "composite": 7.18, "tier": "verified", "mode": "standard", "limited": false, "stars": 28704, "forks": 1454, "license": "MIT", "description": "The best way to start a full-stack, typesafe Next.js app ", "scannedAt": "2026-04-01T05:20:10.279Z", "discoveredVia": "crawler" }, { "key": "apify/apify-mcp-server", "type": "github", "repo": "apify/apify-mcp-server", "package": null, "composite": 7.07, "tier": "established", "mode": "skills", "limited": false, "stars": 1035, "forks": 141, "license": "MIT", "description": "The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.", "scannedAt": "2026-04-09T02:01:02.029Z", "discoveredVia": "crawler" }, { "key": "continuedev/continue", "type": "github", "repo": "continuedev/continue", "package": null, "composite": 7.04, "tier": "verified", "mode": "skills", "limited": false, "stars": 32203, "forks": 4311, "license": "Apache-2.0", "description": "⏩ Source-controlled AI checks, enforceable in CI. Powered by the open-source Continue CLI", "scannedAt": "2026-04-01T05:19:08.194Z", "discoveredVia": "crawler" }, { "key": "replicate/replicate-javascript", "type": "github", "repo": "replicate/replicate-javascript", "package": null, "composite": 6.99, "tier": "established", "mode": "standard", "limited": false, "stars": 597, "forks": 244, "license": "Apache-2.0", "description": "Node.js client for Replicate", "scannedAt": "2026-04-01T16:33:47.564Z", "discoveredVia": "crawler" }, { "key": "npm:jinyu-skill-feishu-config", "type": "npm", "repo": null, "package": "jinyu-skill-feishu-config", "composite": 6.95, "tier": "new", "mode": "partial", "limited": true, "stars": 0, "forks": 0, "license": "MIT", "description": "OpenClaw skill for automatic Feishu bot configuration", "scannedAt": "2026-04-08T02:04:32.852Z", "discoveredVia": "crawler" }, { "key": "voltagent/awesome-openclaw-skills", "type": "github", "repo": "voltagent/awesome-openclaw-skills", "package": null, "composite": 6.94, "tier": "established", "mode": "skills", "limited": false, "stars": 44471, "forks": 4296, "license": "MIT", "description": "The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official OpenClaw Skills Registry.🦞", "scannedAt": "2026-04-06T05:11:14.869Z", "discoveredVia": "crawler" }, { "key": "mongodb-js/mongodb-mcp-server", "type": "github", "repo": "mongodb-js/mongodb-mcp-server", "package": null, "composite": 6.92, "tier": "established", "mode": "skills", "limited": false, "stars": 996, "forks": 213, "license": "Apache-2.0", "description": "A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.", "scannedAt": "2026-04-09T05:08:51.060Z", "discoveredVia": "crawler" }, { "key": "shadcn-ui/ui", "type": "github", "repo": "shadcn-ui/ui", "package": null, "composite": 6.92, "tier": "established", "mode": "skills", "limited": false, "stars": 111177, "forks": 8381, "license": "MIT", "description": "A set of beautifully-designed, accessible components and a code distribution platform. Works with your favorite frameworks. Open Source. Open Code.", "scannedAt": "2026-04-01T05:20:09.045Z", "discoveredVia": "crawler" }, { "key": "ceedaragents/cyrus", "type": "github", "repo": "ceedaragents/cyrus", "package": null, "composite": 6.89, "tier": "established", "mode": "skills", "limited": false, "stars": 494, "forks": 96, "license": "Apache-2.0", "description": "The Claude Code background agent for Linear, Slack, Github, GitLab etc. you deploy anywhere. Supports Codex, Cursor and Gemini too.", "scannedAt": "2026-04-04T02:02:44.039Z", "discoveredVia": "crawler" }, { "key": "modelcontextprotocol/servers", "type": "github", "repo": "modelcontextprotocol/servers", "package": null, "composite": 6.81, "tier": "established", "mode": "skills", "limited": false, "stars": 83044, "forks": 10211, "license": "NOASSERTION", "description": "Model Context Protocol Servers", "scannedAt": "2026-04-06T05:09:44.752Z", "discoveredVia": "crawler" }, { "key": "zed-industries/zed", "type": "github", "repo": "zed-industries/zed", "package": null, "composite": 6.78, "tier": "established", "mode": "skills", "limited": false, "stars": 78257, "forks": 7626, "license": "NOASSERTION", "description": "Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.", "scannedAt": "2026-04-01T05:20:05.434Z", "discoveredVia": "crawler" }, { "key": "makenotion/notion-mcp-server", "type": "github", "repo": "makenotion/notion-mcp-server", "package": null, "composite": 6.7, "tier": "established", "mode": "skills", "limited": false, "stars": 4192, "forks": 533, "license": "MIT", "description": "Official Notion MCP Server", "scannedAt": "2026-04-09T02:01:00.654Z", "discoveredVia": "crawler" }, { "key": "stripe/agent-toolkit", "type": "github", "repo": "stripe/agent-toolkit", "package": null, "composite": 6.68, "tier": "established", "mode": "skills", "limited": false, "stars": 1418, "forks": 242, "license": "MIT", "description": "One-stop shop for building AI-powered products and businesses with Stripe.", "scannedAt": "2026-04-01T05:19:44.719Z", "discoveredVia": "crawler" }, { "key": "tabbyml/tabby", "type": "github", "repo": "tabbyml/tabby", "package": null, "composite": 6.63, "tier": "established", "mode": "standard", "limited": false, "stars": 33260, "forks": 1711, "license": "NOASSERTION", "description": "Self-hosted AI coding assistant", "scannedAt": "2026-04-01T05:19:40.763Z", "discoveredVia": "crawler" }, { "key": "google/generative-ai-js", "type": "github", "repo": "google/generative-ai-js", "package": null, "composite": 6.57, "tier": "new", "mode": "standard", "limited": false, "stars": 1237, "forks": 322, "license": "Apache-2.0", "description": "This SDK is now deprecated, use the new unified Google GenAI SDK.", "scannedAt": "2026-04-01T05:20:03.122Z", "discoveredVia": "crawler" }, { "key": "upstash/mcp-server", "type": "github", "repo": "upstash/mcp-server", "package": null, "composite": 6.55, "tier": "established", "mode": "skills", "limited": false, "stars": 52, "forks": 13, "license": "MIT", "description": "Upstash Model Context Server", "scannedAt": "2026-04-01T05:19:43.278Z", "discoveredVia": "crawler" }, { "key": "berriai/litellm", "type": "github", "repo": "berriai/litellm", "package": null, "composite": 6.54, "tier": "established", "mode": "skills", "limited": false, "stars": 41731, "forks": 6896, "license": "NOASSERTION", "description": "Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]", "scannedAt": "2026-04-01T05:19:39.022Z", "discoveredVia": "crawler" }, { "key": "a-bonus/google-docs-mcp", "type": "github", "repo": "a-bonus/google-docs-mcp", "package": null, "composite": 6.47, "tier": "established", "mode": "skills", "limited": false, "stars": 427, "forks": 135, "license": "MIT", "description": "The Ultimate Google Docs, Sheets & Drive MCP Server. Google Docs MCP is an MCP server (primarily for use in Claude Desktop) that gains full access to your google docs, etc. and allows claude to do its thing.", "scannedAt": "2026-04-01T16:34:17.753Z", "discoveredVia": "crawler" }, { "key": "agentfront/frontmcp", "type": "github", "repo": "agentfront/frontmcp", "package": null, "composite": 6.46, "tier": "established", "mode": "skills", "limited": false, "stars": 143, "forks": 6, "license": "Apache-2.0", "description": "TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the protocol, transport, DI, session/auth, and execution flow.", "scannedAt": "2026-04-04T02:02:40.523Z", "discoveredVia": "crawler" }, { "key": "aider-ai/aider", "type": "github", "repo": "aider-ai/aider", "package": null, "composite": 6.44, "tier": "established", "mode": "standard", "limited": false, "stars": 42633, "forks": 4103, "license": "Apache-2.0", "description": "aider is AI pair programming in your terminal", "scannedAt": "2026-04-01T05:19:39.816Z", "discoveredVia": "crawler" }, { "key": "builderio/gpt-crawler", "type": "github", "repo": "builderio/gpt-crawler", "package": null, "composite": 6.43, "tier": "established", "mode": "standard", "limited": false, "stars": 22222, "forks": 2385, "license": "ISC", "description": "Crawl a site to generate knowledge files to create your own custom GPT from a URL", "scannedAt": "2026-04-01T05:20:06.320Z", "discoveredVia": "crawler" }, { "key": "footprintjs/footprint", "type": "github", "repo": "footprintjs/footprint", "package": null, "composite": 6.34, "tier": "established", "mode": "skills", "limited": false, "stars": 7, "forks": 2, "license": "MIT", "description": "The flowchart pattern for backend code — self-explainable systems that AI can reason about. Causal traces, auto-generated tool descriptions, transactional state.", "scannedAt": "2026-04-06T03:24:46.759Z", "discoveredVia": "crawler" }, { "key": "danny-avila/librechat", "type": "github", "repo": "danny-avila/librechat", "package": null, "composite": 6.27, "tier": "established", "mode": "skills", "limited": false, "stars": 35103, "forks": 7133, "license": "MIT", "description": "Enhanced ChatGPT Clone: Features Agents, MCP, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active.", "scannedAt": "2026-04-01T05:19:46.696Z", "discoveredVia": "crawler" }, { "key": "bloknayrb/tandem", "type": "github", "repo": "bloknayrb/tandem", "package": null, "composite": 6.24, "tier": "established", "mode": "skills", "limited": false, "stars": 5, "forks": 1, "license": "MIT", "description": "Collaborative AI-human document editor — real-time annotations, suggestions, and review powered by Claude Code via MCP", "scannedAt": "2026-04-09T05:18:30.711Z", "discoveredVia": "crawler" }, { "key": "davideast/stitch-mcp", "type": "github", "repo": "davideast/stitch-mcp", "package": null, "composite": 6.16, "tier": "established", "mode": "skills", "limited": false, "stars": 695, "forks": 84, "license": "Apache-2.0", "description": "A CLI for moving AI-generated UI designs from Google’s Stitch platform into your development workflow.", "scannedAt": "2026-04-01T16:34:10.329Z", "discoveredVia": "crawler" }, { "key": "npm:@smartytalent/mcp-tools", "type": "npm", "repo": null, "package": "@smartytalent/mcp-tools", "composite": 6.15, "tier": "new", "mode": "partial", "limited": true, "stars": 0, "forks": 0, "license": "UNLICENSED", "description": "MCP tool definitions for SmartyTalent API", "scannedAt": "2026-04-09T05:18:25.473Z", "discoveredVia": "crawler" }, { "key": "executeautomation/mcp-playwright", "type": "github", "repo": "executeautomation/mcp-playwright", "package": null, "composite": 6.13, "tier": "established", "mode": "skills", "limited": false, "stars": 5377, "forks": 483, "license": "MIT", "description": "Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌", "scannedAt": "2026-04-01T05:19:04.105Z", "discoveredVia": "crawler" }, { "key": "lobehub/lobe-chat", "type": "github", "repo": "lobehub/lobe-chat", "package": null, "composite": 6.12, "tier": "blocked", "mode": "skills", "limited": false, "stars": 74577, "forks": 14836, "license": "NOASSERTION", "description": "The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effortless agent team design, and introducing agents as the unit of work interaction.", "scannedAt": "2026-04-01T05:19:45.534Z", "discoveredVia": "crawler" }, { "key": "aliengiraffe/spotdb", "type": "github", "repo": "aliengiraffe/spotdb", "package": null, "composite": 6.1, "tier": "established", "mode": "skills", "limited": false, "stars": 17, "forks": 4, "license": "MIT", "description": "Give your agents a secure, containerized SQL sandbox with MCP or API access enabled with DuckDB. No infra required, quick spin-up cycle. Push any CSV — query, analyze, and move on.", "scannedAt": "2026-04-02T02:03:30.423Z", "discoveredVia": "crawler" }, { "key": "allotment-technology-ltd/restormel-keys", "type": "github", "repo": "allotment-technology-ltd/restormel-keys", "package": null, "composite": 6.1, "tier": "established", "mode": "skills", "limited": false, "stars": 0, "forks": 0, "license": "MIT", "description": "", "scannedAt": "2026-04-07T02:00:53.876Z", "discoveredVia": "crawler" }, { "key": "nick-pape/grackle", "type": "github", "repo": "nick-pape/grackle", "package": null, "composite": 6.09, "tier": "established", "mode": "skills", "limited": false, "stars": 9, "forks": 3, "license": "MIT", "description": "Manage and orchestrate AI coding agents (Claude Code, Copilot, Goose, etc.) on remote machines — task decomposition, multi-agent coordination, and real-time visibility across environments.", "scannedAt": "2026-04-04T02:02:41.582Z", "discoveredVia": "crawler" }, { "key": "chorus-aidlc/chorus", "type": "github", "repo": "chorus-aidlc/chorus", "package": null, "composite": 5.98, "tier": "established", "mode": "skills", "limited": false, "stars": 378, "forks": 35, "license": "AGPL-3.0", "description": "The Agent Harness for AI-Human Collaboration, inspired by the AI-DLC (AI-Driven Development Lifecycle)", "scannedAt": "2026-04-06T03:24:43.942Z", "discoveredVia": "crawler" }, { "key": "pgvector/pgvector", "type": "github", "repo": "pgvector/pgvector", "package": null, "composite": 5.98, "tier": "established", "mode": "standard", "limited": false, "stars": 20681, "forks": 1129, "license": "NOASSERTION", "description": "Open-source vector similarity search for Postgres", "scannedAt": "2026-04-09T05:45:12.717Z", "discoveredVia": "badge" }, { "key": "npm:@tyk-technologies/api-to-mcp", "type": "npm", "repo": null, "package": "@tyk-technologies/api-to-mcp", "composite": 5.95, "tier": "new", "mode": "partial", "limited": true, "stars": 0, "forks": 0, "license": "MIT", "description": "Generates MCP tool code from OpenAPI specs", "scannedAt": "2026-04-09T05:18:26.663Z", "discoveredVia": "crawler" }, { "key": "withcatai/catai", "type": "github", "repo": "withcatai/catai", "package": null, "composite": 5.88, "tier": "established", "mode": "standard", "limited": false, "stars": 484, "forks": 39, "license": "MIT", "description": "Run AI ✨ assistant locally! with simple API for Node.js 🚀", "scannedAt": "2026-04-01T12:00:10.350Z", "discoveredVia": "crawler" }, { "key": "bebravebekind/mcpskills", "type": "github", "repo": "bebravebekind/mcpskills", "package": null, "composite": 5.79, "tier": "established", "mode": "skills", "limited": false, "stars": 0, "forks": 0, "license": "MIT", "description": "MCP server for skill trust scoring, safety scanning, and package watching", "scannedAt": "2026-04-06T03:31:05.113Z", "discoveredVia": "crawler" }, { "key": "mbing/mcp-time-travel", "type": "github", "repo": "mbing/mcp-time-travel", "package": null, "composite": 5.76, "tier": "established", "mode": "skills", "limited": false, "stars": 2, "forks": 0, "license": "MIT", "description": "Time-travel debugging for MCP agents: record, replay, and step through tool calls.", "scannedAt": "2026-04-06T03:24:41.786Z", "discoveredVia": "crawler" }, { "key": "sumelabs/clawra", "type": "github", "repo": "sumelabs/clawra", "package": null, "composite": 5.72, "tier": "established", "mode": "skills", "limited": false, "stars": 2188, "forks": 369, "license": "None", "description": "Clawra - Openclaw as your companion", "scannedAt": "2026-04-05T02:01:09.484Z", "discoveredVia": "crawler" }, { "key": "zerkerlabs/treeship", "type": "github", "repo": "zerkerlabs/treeship", "package": null, "composite": 5.72, "tier": "established", "mode": "skills", "limited": false, "stars": 4, "forks": 2, "license": "Apache-2.0", "description": "Portable trust receipts for agent workflows. Signed, chained, verifiable.", "scannedAt": "2026-04-07T02:00:52.161Z", "discoveredVia": "crawler" }, { "key": "jlowin/fastmcp", "type": "github", "repo": "jlowin/fastmcp", "package": null, "composite": 5.7, "tier": "established", "mode": "skills", "limited": false, "stars": 24174, "forks": 1872, "license": "Apache-2.0", "description": "🚀 The fast, Pythonic way to build MCP servers and clients.", "scannedAt": "2026-04-01T05:19:05.533Z", "discoveredVia": "crawler" }, { "key": "21st-dev/magic-mcp", "type": "github", "repo": "21st-dev/magic-mcp", "package": null, "composite": 5.56, "tier": "established", "mode": "skills", "limited": false, "stars": 4613, "forks": 315, "license": "None", "description": "It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic", "scannedAt": "2026-04-01T16:33:48.822Z", "discoveredVia": "crawler" }, { "key": "lucia-auth/lucia", "type": "github", "repo": "lucia-auth/lucia", "package": null, "composite": 5.56, "tier": "established", "mode": "standard", "limited": false, "stars": 10454, "forks": 529, "license": "0BSD", "description": "Authentication, simple and clean", "scannedAt": "2026-04-01T05:20:13.106Z", "discoveredVia": "crawler" }, { "key": "npm:clawgirl", "type": "npm", "repo": null, "package": "clawgirl", "composite": 5.55, "tier": "new", "mode": "partial", "limited": true, "stars": 0, "forks": 0, "license": "None", "description": "OpenClaw skill for NingYao persona and selfie image generation", "scannedAt": "2026-04-08T02:04:32.414Z", "discoveredVia": "crawler" }, { "key": "agentfront/mcp-from-openapi", "type": "github", "repo": "agentfront/mcp-from-openapi", "package": null, "composite": 5.5, "tier": "established", "mode": "skills", "limited": false, "stars": 1, "forks": 0, "license": "Apache-2.0", "description": "Production-ready TypeScript library for converting OpenAPI specifications into MCP (Model Context Protocol) tool", "scannedAt": "2026-04-09T05:18:28.182Z", "discoveredVia": "crawler" }, { "key": "redocly-contrib/mcp-typescript-sdk", "type": "github", "repo": "redocly-contrib/mcp-typescript-sdk", "package": null, "composite": 5.5, "tier": "established", "mode": "skills", "limited": false, "stars": 0, "forks": 0, "license": "MIT", "description": "The official TypeScript SDK for Model Context Protocol servers and clients", "scannedAt": "2026-04-09T05:08:49.354Z", "discoveredVia": "crawler" }, { "key": "sumansid/openutter", "type": "github", "repo": "sumansid/openutter", "package": null, "composite": 5.4, "tier": "established", "mode": "skills", "limited": false, "stars": 175, "forks": 25, "license": "None", "description": "Let OpenClaw join your meetings and send updates", "scannedAt": "2026-04-05T02:01:10.964Z", "discoveredVia": "crawler" }, { "key": "clawsouls/clawsouls-skill", "type": "github", "repo": "clawsouls/clawsouls-skill", "package": null, "composite": 5.38, "tier": "established", "mode": "skills", "limited": false, "stars": 1, "forks": 0, "license": "Apache-2.0", "description": "OpenClaw skill for managing AI agent personas", "scannedAt": "2026-04-06T02:02:31.561Z", "discoveredVia": "crawler" }, { "key": "npm:boilerplate-mcp-tool", "type": "npm", "repo": null, "package": "boilerplate-mcp-tool", "composite": 5.3, "tier": "new", "mode": "partial", "limited": true, "stars": 0, "forks": 0, "license": "MIT", "description": "CX Boilerplate MCP Tool cli", "scannedAt": "2026-04-09T05:18:24.531Z", "discoveredVia": "crawler" }, { "key": "jamubc/gemini-mcp-tool", "type": "github", "repo": "jamubc/gemini-mcp-tool", "package": null, "composite": 5.26, "tier": "established", "mode": "skills", "limited": false, "stars": 2137, "forks": 180, "license": "NOASSERTION", "description": "MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding", "scannedAt": "2026-04-07T02:00:55.385Z", "discoveredVia": "crawler" }, { "key": "mckaywrigley/chatbot-ui", "type": "github", "repo": "mckaywrigley/chatbot-ui", "package": null, "composite": 5.24, "tier": "established", "mode": "standard", "limited": false, "stars": 33136, "forks": 9436, "license": "MIT", "description": "AI chat for any model.", "scannedAt": "2026-04-01T05:19:47.515Z", "discoveredVia": "crawler" }, { "key": "la-rebelion/hapimcp", "type": "github", "repo": "la-rebelion/hapimcp", "package": null, "composite": 5.2, "tier": "established", "mode": "standard", "limited": false, "stars": 8, "forks": 0, "license": "MIT", "description": "HAPI MCP Server 😁 - Adopt MCP without rewriting your backend (Brownfield). Start from scratch with an API-First and AI-Ready approach (Greenfield).", "scannedAt": "2026-04-01T11:59:16.467Z", "discoveredVia": "crawler" }, { "key": "knobase-ai/openclaw-knobase", "type": "github", "repo": "knobase-ai/openclaw-knobase", "package": null, "composite": 5.09, "tier": "established", "mode": "skills", "limited": false, "stars": 0, "forks": 0, "license": "MIT", "description": "Official OpenClaw skill for Knobase integration - connect agents to workspaces", "scannedAt": "2026-04-06T02:02:30.010Z", "discoveredVia": "crawler" }, { "key": "shardworks/nexus", "type": "github", "repo": "shardworks/nexus", "package": null, "composite": 5.07, "tier": "established", "mode": "standard", "limited": false, "stars": 0, "forks": 0, "license": "ISC", "description": "The Nexus framework (Mk II)", "scannedAt": "2026-04-06T03:24:42.617Z", "discoveredVia": "crawler" }, { "key": "npm:@jurgenlangbroek/openclaw-skill-gymly", "type": "npm", "repo": null, "package": "@jurgenlangbroek/openclaw-skill-gymly", "composite": 5.05, "tier": "new", "mode": "partial", "limited": true, "stars": 0, "forks": 0, "license": "None", "description": "OpenClaw skill for Gymly (Vondelgym) gym class management", "scannedAt": "2026-04-08T02:04:33.584Z", "discoveredVia": "crawler" }, { "key": "lawvable/awesome-legal-skills", "type": "github", "repo": "lawvable/awesome-legal-skills", "package": null, "composite": 4.94, "tier": "established", "mode": "skills", "limited": false, "stars": 244, "forks": 22, "license": "NOASSERTION", "description": "A curated list of awesome Agent Skills for automating legal work", "scannedAt": "2026-04-06T05:24:44.129Z", "discoveredVia": "crawler" }, { "key": "moltarts/moltart-tools", "type": "github", "repo": "moltarts/moltart-tools", "package": null, "composite": 4.93, "tier": "established", "mode": "skills", "limited": false, "stars": 0, "forks": 0, "license": "Apache-2.0", "description": "moltart tools - CLI, MCP, Skills Package", "scannedAt": "2026-04-06T02:02:27.851Z", "discoveredVia": "crawler" }, { "key": "frumu-ai/tandem", "type": "github", "repo": "frumu-ai/tandem", "package": null, "composite": 4.87, "tier": "established", "mode": "skills", "limited": false, "stars": 88, "forks": 12, "license": "NOASSERTION", "description": "Your AI coworker for any folder: local-first, secure by design, cross-platform, and built for supervised automation.", "scannedAt": "2026-04-03T02:02:59.677Z", "discoveredVia": "crawler" }, { "key": "zhaobudaoyuema/prompt-token-counter", "type": "github", "repo": "zhaobudaoyuema/prompt-token-counter", "package": null, "composite": 4.86, "tier": "established", "mode": "skills", "limited": false, "stars": 1, "forks": 0, "license": "None", "description": "OpenClaw skill: Count tokens & estimate costs for 300+ LLMs. Audit workspace token consumption (memory, persona, skills).", "scannedAt": "2026-04-08T02:04:31.938Z", "discoveredVia": "crawler" }, { "key": "lucifinil/openclaw-skill-usage", "type": "github", "repo": "lucifinil/openclaw-skill-usage", "package": null, "composite": 4.76, "tier": "established", "mode": "skills", "limited": false, "stars": 0, "forks": 0, "license": "None", "description": "OpenClaw skill usage analytics", "scannedAt": "2026-04-05T02:01:13.819Z", "discoveredVia": "crawler" }, { "key": "365903728-oss/bilibili-mcp", "type": "github", "repo": "365903728-oss/bilibili-mcp", "package": null, "composite": 4.74, "tier": "established", "mode": "skills", "limited": false, "stars": 2, "forks": 2, "license": "NOASSERTION", "description": "Bilibili MCP工具(获取视频字幕和评论) A Bilibili MCP server for retrieving video subtitles and comments.", "scannedAt": "2026-04-04T02:02:42.883Z", "discoveredVia": "crawler" }, { "key": "observee-ai/observee", "type": "github", "repo": "observee-ai/observee", "package": null, "composite": 4.7, "tier": "new", "mode": "skills", "limited": false, "stars": 43, "forks": 7, "license": "MIT", "description": "Observee (YC S25) lets you build AI agents with 1000+ integrations using MCPs with managed OAuth, Security and Observability", "scannedAt": "2026-04-07T02:00:56.588Z", "discoveredVia": "crawler" }, { "key": "bjoaquinc/mcp-error-formatter", "type": "github", "repo": "bjoaquinc/mcp-error-formatter", "package": null, "composite": 4.65, "tier": "established", "mode": "skills", "limited": false, "stars": 3, "forks": 1, "license": "Apache-2.0", "description": "Format MCP tool errors exactly like Cursor's style for better LLM understanding.", "scannedAt": "2026-04-09T05:18:29.170Z", "discoveredVia": "crawler" }, { "key": "curious-layer/cl-mcp-mailchimp", "type": "github", "repo": "curious-layer/cl-mcp-mailchimp", "package": null, "composite": 4.61, "tier": "established", "mode": "skills", "limited": false, "stars": 1, "forks": 0, "license": "None", "description": "MCP server for MailChimp ", "scannedAt": "2026-04-07T11:31:27.060Z", "discoveredVia": "crawler" }, { "key": "agenttrust/mcp-server", "type": "github", "repo": "agenttrust/mcp-server", "package": null, "composite": 4.35, "tier": "new", "mode": "skills", "limited": false, "stars": 0, "forks": 0, "license": "MIT", "description": "MCP server for AgentTrust — A2A communication, agent identity, HITL escalation, and prompt injection detection", "scannedAt": "2026-04-02T02:03:29.384Z", "discoveredVia": "crawler" }, { "key": "sandy-mount/mcp-server", "type": "github", "repo": "sandy-mount/mcp-server", "package": null, "composite": 4.32, "tier": "new", "mode": "skills", "limited": false, "stars": 4, "forks": 1, "license": "MIT", "description": "mcp server", "scannedAt": "2026-04-09T02:00:58.195Z", "discoveredVia": "crawler" }, { "key": "mcp-agents/model-context-protocol", "type": "github", "repo": "mcp-agents/model-context-protocol", "package": null, "composite": 4.11, "tier": "new", "mode": "skills", "limited": false, "stars": 0, "forks": 1, "license": "None", "description": "MCP Server Package", "scannedAt": "2026-04-09T05:08:47.856Z", "discoveredVia": "crawler" }, { "key": "clawfeeio/clawfee-sdk", "type": "github", "repo": "clawfeeio/clawfee-sdk", "package": null, "composite": 4.1, "tier": "new", "mode": "standard", "limited": false, "stars": 0, "forks": 0, "license": "None", "description": "ClawFee billing SDK for AI Agent tools and openclaw Skills", "scannedAt": "2026-04-05T02:01:12.295Z", "discoveredVia": "crawler" }, { "key": "cloud-tech-user/openclaw-skill-optimizer", "type": "github", "repo": "cloud-tech-user/openclaw-skill-optimizer", "package": null, "composite": 3.96, "tier": "new", "mode": "standard", "limited": false, "stars": 0, "forks": 0, "license": "None", "description": "Analyze and optimize OpenClaw skill performance", "scannedAt": "2026-04-08T02:04:29.913Z", "discoveredVia": "crawler" }, { "key": "nuojohnchen/xtragpt", "type": "github", "repo": "nuojohnchen/xtragpt", "package": null, "composite": 3.87, "tier": "new", "mode": "standard", "limited": false, "stars": 14, "forks": 0, "license": "None", "description": "XtraGPT: LLMs for Human-AI Collaboration on Controllable Academic Paper Revision", "scannedAt": "2026-04-06T02:02:28.653Z", "discoveredVia": "crawler" } ] }