{
 "entries": [
  {
   "added": "2026-11-04",
   "author": "Vercel Labs",
   "harnesses": [
    "claude-code",
    "codex",
    "cursor"
   ],
   "id": "agent-browser",
   "install": "npm install -g agent-browser\nagent-browser install",
   "kind": "cli",
   "license": "Apache-2.0",
   "name": "agent-browser",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Native Rust CLI that gives an agent a persistent browser: snapshot returns the page as compact text with element refs, and the agent acts on refs one command at a time.",
   "tags": [
    "browser",
    "cli",
    "token-efficient"
   ],
   "url": "https://github.com/vercel-labs/agent-browser",
   "verified": {
    "date": "2026-11-04",
    "head": "6682da310c",
    "method": "git ls-remote"
   },
   "why": "Shell-friendly browser automation with domain allowlists and an action policy, a good fit for lightweight scheduled agents."
  },
  {
   "added": "2026-11-04",
   "author": "OpenAI and contributors",
   "harnesses": [
    "codex",
    "cursor",
    "claude-code",
    "opencode"
   ],
   "id": "agents-md",
   "kind": "spec",
   "license": "MIT",
   "name": "AGENTS.md",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "A simple open format, a README for agents, that gives coding agents a predictable place for project context and instructions.",
   "tags": [
    "agents-md",
    "format",
    "context"
   ],
   "url": "https://github.com/openai/agents.md",
   "verified": {
    "date": "2026-11-04",
    "head": "d001185d79",
    "method": "git ls-remote"
   },
   "why": "One instruction file that most harnesses read, so project rules do not have to be copied into each tool's config."
  },
  {
   "added": "2026-11-04",
   "author": "Anthropic",
   "harnesses": [
    "claude-code",
    "claude-ai",
    "claude-api"
   ],
   "id": "anthropic-skills",
   "install": "/plugin marketplace add anthropics/skills",
   "kind": "skill-pack",
   "license": "Mixed: Apache-2.0 for example skills, proprietary for document skills",
   "name": "Anthropic Agent Skills",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Anthropic's public Agent Skills: document skills (docx, pdf, pptx, xlsx), skill-creator, mcp-builder, frontend-design, webapp-testing and more, plus the Agent Skills spec and a template.",
   "tags": [
    "agent-skills",
    "official",
    "documents",
    "skill-authoring"
   ],
   "url": "https://github.com/anthropics/skills",
   "verified": {
    "date": "2026-11-04",
    "head": "ca45fc496a",
    "method": "git ls-remote"
   },
   "why": "The reference implementation of the SKILL.md format. Read skill-creator and the template before writing your own skill, and install the document skills when an agent must produce Office files."
  },
  {
   "added": "2026-11-04",
   "author": "hesreallyhim",
   "harnesses": [
    "claude-code"
   ],
   "id": "awesome-claude-code",
   "kind": "catalog",
   "license": "CC BY-NC-ND 4.0",
   "name": "Awesome Claude Code",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "A hand-picked list of Claude Code resources: skills, hooks, slash commands, status lines, orchestrators and applications, with a recently-added section.",
   "tags": [
    "awesome-list",
    "discovery"
   ],
   "url": "https://github.com/hesreallyhim/awesome-claude-code",
   "verified": {
    "date": "2026-11-04",
    "head": "a4600018e7",
    "method": "git ls-remote"
   },
   "why": "Good discovery feed for new Claude Code tooling; check each linked project's own license before reuse."
  },
  {
   "added": "2026-11-04",
   "author": "VoltAgent",
   "harnesses": [
    "claude-code"
   ],
   "id": "awesome-claude-code-subagents",
   "kind": "catalog",
   "license": "MIT",
   "name": "Awesome Claude Code Subagents",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "A collection of Claude Code subagent definitions for specific development tasks, installable as a Claude Code plugin.",
   "tags": [
    "subagents",
    "awesome-list"
   ],
   "url": "https://github.com/VoltAgent/awesome-claude-code-subagents",
   "verified": {
    "date": "2026-11-04",
    "head": "ed74d115b7",
    "method": "git ls-remote"
   },
   "why": "Ready-made subagent prompts to copy or adapt when a task needs a narrow specialist with its own context."
  },
  {
   "added": "2026-11-04",
   "author": "Composio",
   "harnesses": [
    "claude-code",
    "codex",
    "cursor"
   ],
   "id": "awesome-claude-skills-composio",
   "kind": "catalog",
   "license": "No top-level license file",
   "name": "Awesome Claude Skills (Composio)",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "A large list of Claude Skills and plugins, with some skills stored in the repo (skill-creator, mcp-builder, file-organizer, content-research-writer and others).",
   "tags": [
    "awesome-list",
    "agent-skills",
    "discovery"
   ],
   "url": "https://github.com/ComposioHQ/awesome-claude-skills",
   "verified": {
    "date": "2026-11-04",
    "head": "be2a406907",
    "method": "git ls-remote"
   },
   "why": "Broad coverage of non-coding skills; parts of the README promote Composio's own gateway, so judge each skill on its own."
  },
  {
   "added": "2026-11-04",
   "author": "travisvn",
   "harnesses": [
    "claude-code",
    "claude-ai"
   ],
   "id": "awesome-claude-skills-travisvn",
   "kind": "catalog",
   "license": "No license file",
   "name": "Awesome Claude Skills (travisvn)",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "A curated list of Claude Skills, resources and tools, with an explanation of how skills load through progressive disclosure.",
   "tags": [
    "awesome-list",
    "agent-skills",
    "discovery"
   ],
   "url": "https://github.com/travisvn/awesome-claude-skills",
   "verified": {
    "date": "2026-11-04",
    "head": "1da55aa810",
    "method": "git ls-remote"
   },
   "why": "A concise primer plus links for people new to Agent Skills."
  },
  {
   "added": "2026-11-04",
   "author": "punkpeye",
   "harnesses": [
    "any-mcp-client"
   ],
   "id": "awesome-mcp-servers",
   "kind": "catalog",
   "license": "MIT",
   "name": "Awesome MCP Servers",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "A curated list of Model Context Protocol servers grouped by category, plus clients and other MCP resources.",
   "tags": [
    "awesome-list",
    "mcp",
    "discovery"
   ],
   "url": "https://github.com/punkpeye/awesome-mcp-servers",
   "verified": {
    "date": "2026-11-04",
    "head": "29f2d490cc",
    "method": "git ls-remote"
   },
   "why": "The quickest way to check whether an MCP server already exists for a service before writing one."
  },
  {
   "added": "2026-11-04",
   "author": "Browser Use",
   "harnesses": [
    "python"
   ],
   "id": "browser-use",
   "kind": "library",
   "license": "MIT",
   "name": "Browser Use",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Open-source browser agent library that runs locally with any LLM; a paid cloud adds hosted browsers.",
   "tags": [
    "browser",
    "agent-loop",
    "python"
   ],
   "url": "https://github.com/browser-use/browser-use",
   "verified": {
    "date": "2026-11-04",
    "head": "b49a68e406",
    "method": "git ls-remote"
   },
   "why": "Use it when a task needs a full agent loop over web pages rather than single commands."
  },
  {
   "added": "2026-11-04",
   "author": "ryoppippi",
   "harnesses": [
    "claude-code",
    "codex"
   ],
   "id": "ccusage",
   "install": "npx ccusage@latest",
   "kind": "cli",
   "license": "MIT",
   "name": "ccusage",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "CLI that analyses coding-agent token usage and cost from local session data, with daily, monthly and session reports.",
   "tags": [
    "cost",
    "observability",
    "cli"
   ],
   "url": "https://github.com/ryoppippi/ccusage",
   "verified": {
    "date": "2026-11-04",
    "head": "f674ef6940",
    "method": "git ls-remote"
   },
   "why": "Measure what a daily agent actually costs before and after you change its prompt or schedule."
  },
  {
   "added": "2026-11-04",
   "author": "Chrome DevTools team",
   "harnesses": [
    "claude-code",
    "cursor",
    "codex",
    "any-mcp-client"
   ],
   "id": "chrome-devtools-mcp",
   "kind": "mcp-server",
   "license": "Apache-2.0",
   "name": "Chrome DevTools MCP",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Lets a coding agent control and inspect a live Chrome through DevTools, as an MCP server or a CLI, for automation, debugging and performance traces.",
   "tags": [
    "browser",
    "mcp",
    "debugging",
    "performance"
   ],
   "url": "https://github.com/ChromeDevTools/chrome-devtools-mcp",
   "verified": {
    "date": "2026-11-04",
    "head": "0877ee00d2",
    "method": "git ls-remote"
   },
   "why": "Gives agents real DevTools data (network, console, performance) when checking front-end work; category flags limit the tool set."
  },
  {
   "added": "2026-11-04",
   "author": "Anthropic",
   "harnesses": [
    "claude-code"
   ],
   "id": "claude-agent-sdk-python",
   "install": "pip install claude-agent-sdk",
   "kind": "sdk",
   "license": "MIT",
   "name": "Claude Agent SDK for Python",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Python SDK that exposes Claude Code's agent loop, tools, hooks and MCP support so you can build your own agents in Python 3.10+.",
   "tags": [
    "sdk",
    "python",
    "official",
    "agent-loop"
   ],
   "url": "https://github.com/anthropics/claude-agent-sdk-python",
   "verified": {
    "date": "2026-11-04",
    "head": "3be907edb9",
    "method": "git ls-remote"
   },
   "why": "Use it when a scheduled agent needs custom tools or structured control in Python instead of shelling out to the CLI."
  },
  {
   "added": "2026-11-04",
   "author": "Anthropic",
   "harnesses": [
    "claude-code"
   ],
   "id": "claude-code",
   "install": "npm install -g @anthropic-ai/claude-code",
   "kind": "harness",
   "license": "Proprietary (Anthropic Commercial Terms); repo is public",
   "name": "Claude Code",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Anthropic's agentic coding tool for the terminal, IDE and GitHub. The public repository holds the changelog, issue tracker and example plugins.",
   "tags": [
    "coding-agent",
    "terminal",
    "official",
    "headless"
   ],
   "url": "https://github.com/anthropics/claude-code",
   "verified": {
    "date": "2026-11-04",
    "head": "26382c0875",
    "method": "git ls-remote"
   },
   "why": "The harness most Agent Skills and plugins in this list target. Its headless print mode makes it a scheduler-friendly runner for small daily agents."
  },
  {
   "added": "2026-11-04",
   "author": "Anthropic",
   "harnesses": [
    "claude-code"
   ],
   "id": "claude-plugins-official",
   "kind": "plugin-marketplace",
   "license": "Apache-2.0",
   "name": "Claude Code Plugins Directory",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Anthropic's curated Claude Code plugin directory: internal plugins such as code-review, feature-dev, hookify, plugin-dev, LSP integrations and ralph-loop, plus partner plugins under external_plugins.",
   "tags": [
    "plugins",
    "official",
    "marketplace",
    "code-review"
   ],
   "url": "https://github.com/anthropics/claude-plugins-official",
   "verified": {
    "date": "2026-11-04",
    "head": "fa4eb54397",
    "method": "git ls-remote"
   },
   "why": "A vetted starting point for plugins and a working example of how plugins bundle skills, commands, agents, hooks and MCP servers."
  },
  {
   "added": "2026-11-04",
   "author": "musistudio",
   "harnesses": [
    "claude-code",
    "codex",
    "opencode",
    "pi"
   ],
   "id": "claude-code-router",
   "kind": "gateway",
   "license": "MIT",
   "name": "Claude Code Router",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Local model gateway and control plane that gives Claude Code, Codex, OpenCode, Pi and other clients one endpoint, with routing, failover and observability across providers.",
   "tags": [
    "gateway",
    "routing",
    "multi-provider"
   ],
   "url": "https://github.com/musistudio/claude-code-router",
   "verified": {
    "date": "2026-11-04",
    "head": "057abaa1f9",
    "method": "git ls-remote"
   },
   "why": "Run the same agent workflows on cheaper or local models and fail over when one provider is rate limited."
  },
  {
   "added": "2026-11-04",
   "author": "Daniel Avila",
   "harnesses": [
    "claude-code"
   ],
   "id": "claude-code-templates",
   "kind": "catalog",
   "license": "MIT",
   "name": "Claude Code Templates",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "An open catalog (aitmpl.com) of about 1,900 Claude Code components: skills, agents, slash commands, MCP integrations, settings, hooks and project templates, installable with one command.",
   "tags": [
    "templates",
    "hooks",
    "discovery"
   ],
   "url": "https://github.com/davila7/claude-code-templates",
   "verified": {
    "date": "2026-11-04",
    "head": "cc3f535640",
    "method": "git ls-remote"
   },
   "why": "Fast way to browse and install components; review what each installs, since the catalog mixes official and community content."
  },
  {
   "added": "2026-11-04",
   "author": "Cloudflare",
   "harnesses": [
    "claude-code",
    "cursor",
    "any-mcp-client"
   ],
   "id": "cloudflare-mcp-server",
   "kind": "mcp-server",
   "license": "Apache-2.0",
   "name": "Cloudflare MCP Servers",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Cloudflare's domain-specific remote MCP servers (docs, Workers bindings, observability and more) over Streamable HTTP; the README recommends the newer Cloudflare API MCP server.",
   "tags": [
    "cloud",
    "deploy",
    "mcp",
    "official"
   ],
   "url": "https://github.com/cloudflare/mcp-server-cloudflare",
   "verified": {
    "date": "2026-11-04",
    "head": "a21972e219",
    "method": "git ls-remote"
   },
   "why": "Lets an agent read and change Cloudflare configuration, useful when deploying static sites to Cloudflare Pages."
  },
  {
   "added": "2026-11-04",
   "author": "OpenAI",
   "harnesses": [
    "codex"
   ],
   "id": "codex-cli",
   "kind": "harness",
   "license": "Apache-2.0",
   "name": "Codex CLI",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "OpenAI's open-source coding agent for the terminal, with IDE integrations; supports AGENTS.md and skills.",
   "tags": [
    "coding-agent",
    "terminal",
    "official"
   ],
   "url": "https://github.com/openai/codex",
   "verified": {
    "date": "2026-11-04",
    "head": "71a4c07036",
    "method": "git ls-remote"
   },
   "why": "A second harness for cross-checking another agent's work or running reviews with a different model family."
  },
  {
   "added": "2026-11-04",
   "author": "Upstash",
   "harnesses": [
    "claude-code",
    "cursor",
    "codex",
    "any-mcp-client"
   ],
   "id": "context7",
   "kind": "mcp-server",
   "license": "MIT",
   "name": "Context7",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "MCP server and CLI that fetch current, version-specific library documentation and code examples into the agent's context.",
   "tags": [
    "docs",
    "mcp",
    "context"
   ],
   "url": "https://github.com/upstash/context7",
   "verified": {
    "date": "2026-11-04",
    "head": "ac91d14f5e",
    "method": "git ls-remote"
   },
   "why": "Cuts hallucinated or outdated API usage when an agent writes code against fast-moving libraries."
  },
  {
   "added": "2026-11-04",
   "author": "Eric Zakariasson",
   "harnesses": [
    "cursor"
   ],
   "id": "cursor-continual-learning",
   "kind": "plugin",
   "license": "MIT",
   "name": "Continual Learning (Cursor plugin)",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Cursor plugin that keeps AGENTS.md up to date from transcript changes, using a stop hook plus a continual-learning skill that writes short high-signal bullets.",
   "tags": [
    "memory",
    "agents-md",
    "hooks"
   ],
   "url": "https://github.com/cursor/plugins/tree/main/continual-learning",
   "verified": {
    "date": "2026-11-04",
    "head": "bb68f2365e",
    "method": "git ls-remote"
   },
   "why": "Turns repeated corrections into durable project memory without hand-editing AGENTS.md after every session."
  },
  {
   "added": "2026-11-04",
   "author": "Cursor",
   "harnesses": [
    "cursor",
    "claude-code"
   ],
   "id": "cursor-plugins",
   "kind": "plugin-marketplace",
   "license": "Per plugin (first-party plugins checked: MIT)",
   "name": "Cursor Plugins",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Cursor's official multi-plugin marketplace: pstack, thermos, ralph-loop, continual-learning, orchestrate, advisor, cursor-team-kit and integrations such as GitHub, Playwright and X.",
   "tags": [
    "plugins",
    "official",
    "marketplace"
   ],
   "url": "https://github.com/cursor/plugins",
   "verified": {
    "date": "2026-11-04",
    "head": "bb68f2365e",
    "method": "git ls-remote"
   },
   "why": "Each plugin is a standalone folder with a manifest, so it doubles as a reference for building Cursor plugins; the repo also works as a Claude Code marketplace."
  },
  {
   "added": "2026-11-04",
   "author": "CitroLabs",
   "harnesses": [
    "claude-code",
    "codex",
    "cursor"
   ],
   "id": "ego-lite",
   "install": "npx skills add citrolabs/ego-lite",
   "kind": "skill",
   "license": "MIT",
   "name": "ego lite (ego-browser skill)",
   "source": {
    "ref": "manual add 2026-11-04: README.md, AGENTS.md and skills/ego-browser/SKILL.md read from a clone at bacaece439",
    "type": "manual"
   },
   "summary": "The ego-browser agent skill and its open-source Node.js CDP harness for the ego lite browser: the agent runs ego-browser skill for a version-matched guide, then sends JavaScript that calls snapshot, fill, click, wait, navigate and capture inside its own isolated Space.",
   "tags": [
    "browser",
    "agent-skills",
    "macos"
   ],
   "url": "https://github.com/citrolabs/ego-lite",
   "verified": {
    "date": "2026-11-04",
    "head": "bacaece439",
    "method": "git ls-remote"
   },
   "why": "For agents that need the user's real browser logins without taking over the user's tabs, with parallel Spaces per agent. Caveat: the ego lite browser app itself is closed source; only the harness and skill are in this repo, and it runs on macOS and Windows only."
  },
  {
   "added": "2026-11-04",
   "author": "Firecrawl",
   "harnesses": [
    "claude-code",
    "cursor",
    "any-mcp-client"
   ],
   "id": "firecrawl-mcp-server",
   "kind": "mcp-server",
   "license": "MIT",
   "name": "Firecrawl MCP Server",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "MCP server for Firecrawl: search, scrape and interact with the live web and get clean Markdown or structured data back.",
   "tags": [
    "web",
    "scraping",
    "mcp",
    "research"
   ],
   "url": "https://github.com/firecrawl/firecrawl-mcp-server",
   "verified": {
    "date": "2026-11-04",
    "head": "b31b42b6aa",
    "method": "git ls-remote"
   },
   "why": "Turns arbitrary pages into LLM-ready text for research agents; uses the Firecrawl API, so it needs a key."
  },
  {
   "added": "2026-11-04",
   "author": "GitHub",
   "harnesses": [
    "claude-code",
    "cursor",
    "codex",
    "any-mcp-client"
   ],
   "id": "github-mcp-server",
   "kind": "mcp-server",
   "license": "MIT",
   "name": "GitHub MCP Server",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "GitHub's official MCP server for reading repositories and code, managing issues and pull requests, and monitoring Actions runs.",
   "tags": [
    "github",
    "mcp",
    "official"
   ],
   "url": "https://github.com/github/github-mcp-server",
   "verified": {
    "date": "2026-11-04",
    "head": "4bcdcdf8d7",
    "method": "git ls-remote"
   },
   "why": "Gives an agent scoped GitHub access through toolsets instead of ad-hoc API calls."
  },
  {
   "added": "2026-11-04",
   "author": "Garry Tan",
   "harnesses": [
    "claude-code",
    "codex",
    "cursor"
   ],
   "id": "gstack",
   "kind": "skill-pack",
   "license": "MIT",
   "name": "gstack",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Garry Tan's skill pack that turns Claude Code and other agents into a virtual engineering team: office hours, CEO and eng plan reviews, design review, code review, QA with a real browser, security audit and ship.",
   "tags": [
    "workflow",
    "code-review",
    "qa",
    "browser",
    "planning"
   ],
   "url": "https://github.com/garrytan/gstack",
   "verified": {
    "date": "2026-11-04",
    "head": "068087f33c",
    "method": "git ls-remote"
   },
   "why": "Opinionated, battle-tested slash-command workflows for the whole loop from idea to deploy; the /browse and /qa skills give an agent a headless browser for checking its own work."
  },
  {
   "added": "2026-11-04",
   "author": "HeyGen",
   "harnesses": [
    "claude-code",
    "codex",
    "cursor"
   ],
   "id": "hyperframes",
   "install": "npx skills add heygen-com/hyperframes",
   "kind": "library",
   "license": "Apache-2.0",
   "name": "HyperFrames",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Open-source framework that renders HTML, CSS, media and seekable animations into deterministic MP4 video, with agent skills for Claude Code, Codex and Cursor.",
   "tags": [
    "video",
    "rendering",
    "agent-skills"
   ],
   "url": "https://github.com/heygen-com/hyperframes",
   "verified": {
    "date": "2026-11-04",
    "head": "76da5f6932",
    "method": "git ls-remote"
   },
   "why": "Lets a coding agent make explainer videos by writing HTML scenes, while rendering stays deterministic."
  },
  {
   "added": "2026-11-04",
   "author": "Lark / Feishu",
   "harnesses": [
    "claude-code",
    "codex",
    "cursor"
   ],
   "id": "lark-cli",
   "kind": "cli",
   "license": "MIT",
   "name": "lark-cli",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Official Lark and Feishu CLI built for humans and agents, covering Messenger, Docs, Base, Sheets, Calendar, Mail, Tasks and more, with 24 bundled agent skills.",
   "tags": [
    "feishu",
    "productivity",
    "agent-skills",
    "official"
   ],
   "url": "https://github.com/larksuite/cli",
   "verified": {
    "date": "2026-11-04",
    "head": "d5209485e5",
    "method": "git ls-remote"
   },
   "why": "Lets an agent read and write Feishu docs and Bitable from the shell, for example docs +fetch to pull a research note into a pipeline."
  },
  {
   "added": "2026-11-04",
   "author": "Daniel Sticker",
   "harnesses": [
    "claude-code",
    "cursor",
    "codex",
    "any-mcp-client"
   ],
   "id": "linkedin-mcp-server",
   "install": "uvx mcp-server-linkedin@latest --login",
   "kind": "mcp-server",
   "license": "Apache-2.0",
   "name": "LinkedIn MCP Server",
   "source": {
    "ref": "manual add 2026-11-04: README.md and pyproject.toml read from a clone at 69fb6d5c13",
    "type": "manual"
   },
   "summary": "Python MCP server that drives LinkedIn through the user's own browser session with Patchright: tools read profiles, companies, employees, jobs, the feed, posts and the inbox, and a smaller set sends messages, connection requests and job dismissals.",
   "tags": [
    "mcp",
    "browser",
    "python"
   ],
   "url": "https://github.com/stickerdaniel/linkedin-mcp-server",
   "verified": {
    "date": "2026-11-04",
    "head": "69fb6d5c13",
    "method": "git ls-remote"
   },
   "why": "For job-search and networking agents that need LinkedIn reads from the user's own session. Caveat from the README: LinkedIn's User Agreement prohibits automated access and accounts can be restricted, so deny the write tools (send_message, connect_with_person, reply_to_conversation, archive_conversation, dismiss_job) and keep volume low."
  },
  {
   "added": "2026-11-04",
   "author": "ythx-101",
   "harnesses": [
    "claude-code",
    "codex"
   ],
   "id": "live-panel",
   "install": "git clone https://github.com/ythx-101/live-panel-skill ~/.claude/skills/live-panel",
   "kind": "skill",
   "license": "MIT",
   "name": "live-panel",
   "source": {
    "ref": "manual add 2026-11-04: README.md, SKILL.md and LICENSE and CITATION.cff read from a clone at 439c9addce",
    "type": "manual"
   },
   "summary": "Agent skill and stdlib Python renderer that turns one JSON config into an always-running terminal-style or pastel architecture diagram, with flowing packets, a scrolling log and counters, rendered to an H.264 mp4 or a self-contained looping web page.",
   "tags": [
    "video",
    "rendering",
    "agent-skills"
   ],
   "url": "https://github.com/ythx-101/live-panel-skill",
   "verified": {
    "date": "2026-11-04",
    "head": "439c9addce",
    "method": "git ls-remote"
   },
   "why": "For agents that make animated architecture or agent-tree diagrams for posts and videos; the agent writes the JSON, renders, then runs check_frames.py to catch text overflow. Needs Chrome or Chromium and ffmpeg; Linux and macOS only (Windows through WSL). Example designs credit their original authors."
  },
  {
   "added": "2026-11-04",
   "author": "yetone",
   "harnesses": [
    "claude-code",
    "codex",
    "gemini-cli",
    "opencode"
   ],
   "id": "magpie",
   "kind": "gateway",
   "license": "MIT",
   "name": "magpie",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Menu-bar app and local gateway that serves every coding agent's model from one place and moves to the next account when a quota runs out.",
   "tags": [
    "gateway",
    "routing",
    "macos",
    "multi-provider"
   ],
   "url": "https://github.com/yetone/magpie",
   "verified": {
    "date": "2026-11-04",
    "head": "6b47bce670",
    "method": "git ls-remote"
   },
   "why": "Keeps scheduled agents running across several subscriptions and providers without editing each tool's config."
  },
  {
   "added": "2026-11-04",
   "author": "Model Context Protocol",
   "harnesses": [
    "any-mcp-client"
   ],
   "id": "mcp-inspector",
   "install": "npx @modelcontextprotocol/inspector",
   "kind": "cli",
   "license": "MIT",
   "name": "MCP Inspector",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Developer tool for inspecting MCP servers through a web UI, a scriptable CLI, a terminal UI and an experimental connection daemon.",
   "tags": [
    "mcp",
    "testing",
    "official"
   ],
   "url": "https://github.com/modelcontextprotocol/inspector",
   "verified": {
    "date": "2026-11-04",
    "head": "e3217388c8",
    "method": "git ls-remote"
   },
   "why": "Its CLI lets you test an MCP server in CI or from an agent before wiring it into a harness."
  },
  {
   "added": "2026-11-04",
   "author": "Model Context Protocol",
   "harnesses": [
    "any-mcp-client"
   ],
   "id": "mcp-reference-servers",
   "kind": "mcp-server",
   "license": "MIT",
   "name": "MCP reference servers",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Reference MCP server implementations maintained by the MCP steering group: everything, fetch, filesystem, git, memory, sequential thinking and time.",
   "tags": [
    "mcp",
    "reference",
    "official"
   ],
   "url": "https://github.com/modelcontextprotocol/servers",
   "verified": {
    "date": "2026-11-04",
    "head": "194cc86e3a",
    "method": "git ls-remote"
   },
   "why": "Small, readable examples of correct MCP servers; the README points to the MCP Registry for production servers."
  },
  {
   "added": "2026-11-04",
   "author": "Model Context Protocol",
   "harnesses": [
    "any-mcp-client"
   ],
   "id": "mcp-registry",
   "kind": "catalog",
   "license": "MIT",
   "name": "MCP Registry",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "The official registry service that gives MCP clients a list of MCP servers, with a public API at registry.modelcontextprotocol.io.",
   "tags": [
    "mcp",
    "registry",
    "official",
    "api"
   ],
   "url": "https://github.com/modelcontextprotocol/registry",
   "verified": {
    "date": "2026-11-04",
    "head": "a75c727dfe",
    "method": "git ls-remote"
   },
   "why": "A machine-readable source for discovering and publishing MCP servers, suitable for automated catalog updates."
  },
  {
   "added": "2026-11-04",
   "aliases": [
    "https://github.com/sst/opencode"
   ],
   "author": "Anomaly",
   "harnesses": [
    "opencode"
   ],
   "id": "opencode",
   "install": "npm i -g @opencode/cli@latest",
   "kind": "harness",
   "license": "MIT",
   "name": "OpenCode",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Open-source terminal coding agent that works with many model providers, with a desktop app and an npm CLI.",
   "tags": [
    "coding-agent",
    "terminal",
    "multi-provider"
   ],
   "url": "https://github.com/anomalyco/opencode",
   "verified": {
    "date": "2026-11-04",
    "head": "ffe6fed583",
    "method": "git ls-remote"
   },
   "why": "Provider-neutral harness for running skills and plans on models other than the default vendor's."
  },
  {
   "added": "2026-11-04",
   "author": "Mario Zechner (badlogic)",
   "harnesses": [
    "pi"
   ],
   "id": "pi-mono",
   "kind": "harness",
   "license": "MIT",
   "name": "Pi",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "A minimal, extensible coding-agent harness: customise it with extensions, skills, prompt templates and themes; run it interactively, in print or JSON mode, over RPC or through its TypeScript SDK.",
   "tags": [
    "coding-agent",
    "terminal",
    "extensible",
    "headless"
   ],
   "url": "https://github.com/badlogic/pi-mono",
   "verified": {
    "date": "2026-11-04",
    "head": "4cf69332c3",
    "method": "git ls-remote"
   },
   "why": "A small harness you can read and bend, good for scheduled agents that need predictable non-interactive runs."
  },
  {
   "added": "2026-11-04",
   "author": "Microsoft",
   "harnesses": [
    "claude-code",
    "codex",
    "cursor"
   ],
   "id": "playwright-cli",
   "kind": "cli",
   "license": "Apache-2.0",
   "name": "Playwright CLI",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Playwright command-line interface shipped with skills, aimed at coding agents that prefer concise CLI calls over large MCP tool schemas.",
   "tags": [
    "browser",
    "cli",
    "token-efficient"
   ],
   "url": "https://github.com/microsoft/playwright-cli",
   "verified": {
    "date": "2026-11-04",
    "head": "db2a0fad3a",
    "method": "git ls-remote"
   },
   "why": "Lower token cost than the MCP server for agents that only need a few browser actions per task."
  },
  {
   "added": "2026-11-04",
   "author": "Microsoft",
   "harnesses": [
    "claude-code",
    "cursor",
    "codex",
    "any-mcp-client"
   ],
   "id": "playwright-mcp",
   "kind": "mcp-server",
   "license": "Apache-2.0",
   "name": "Playwright MCP",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "MCP server that drives a browser with Playwright through structured accessibility snapshots, so models act on pages without screenshots.",
   "tags": [
    "browser",
    "mcp",
    "testing"
   ],
   "url": "https://github.com/microsoft/playwright-mcp",
   "verified": {
    "date": "2026-11-04",
    "head": "176c8ea183",
    "method": "git ls-remote"
   },
   "why": "A standard browser tool for any MCP client; the README itself says it is not a security boundary, so enforce allowed origins outside it."
  },
  {
   "added": "2026-11-04",
   "author": "Lauren Tan (poteto)",
   "harnesses": [
    "cursor",
    "claude-code"
   ],
   "id": "pstack",
   "install": "/plugin marketplace add cursor/plugins\n/plugin install pstack@cursor-plugins",
   "kind": "plugin",
   "license": "MIT",
   "name": "pstack",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "poteto's Cursor plugin of rigorous engineering skills (poteto-mode, interrogate, tdd, create-verification-skill, no-comments and about 30 principle skills), also installable in Claude Code.",
   "tags": [
    "workflow",
    "verification",
    "code-quality",
    "principles"
   ],
   "url": "https://github.com/cursor/plugins/tree/main/pstack",
   "verified": {
    "date": "2026-11-04",
    "head": "bb68f2365e",
    "method": "git ls-remote"
   },
   "why": "Pushes agents toward less but verified code: verification skills, root-cause fixes and principle checks make parallel agents trustworthy."
  },
  {
   "added": "2026-11-04",
   "author": "Cursor",
   "harnesses": [
    "cursor"
   ],
   "id": "cursor-ralph-loop",
   "kind": "plugin",
   "license": "MIT",
   "name": "Ralph Loop (Cursor plugin)",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Runs Cursor in a self-referential loop with afterAgentResponse and stop hooks, feeding the same prompt back until a completion promise appears or an iteration cap is hit.",
   "tags": [
    "loop",
    "hooks",
    "autonomy"
   ],
   "url": "https://github.com/cursor/plugins/tree/main/ralph-loop",
   "verified": {
    "date": "2026-11-04",
    "head": "bb68f2365e",
    "method": "git ls-remote"
   },
   "why": "A compact, readable implementation of the Ralph Wiggum technique for long tasks that need many unattended iterations."
  },
  {
   "added": "2026-11-04",
   "author": "Oraios AI",
   "harnesses": [
    "claude-code",
    "cursor",
    "codex",
    "any-mcp-client"
   ],
   "id": "serena",
   "kind": "mcp-server",
   "license": "MIT",
   "name": "Serena",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "MCP server that gives agents IDE-like semantic tools: symbol-level code retrieval, editing, refactoring and debugging through language servers.",
   "tags": [
    "code-navigation",
    "mcp",
    "lsp"
   ],
   "url": "https://github.com/oraios/serena",
   "verified": {
    "date": "2026-11-04",
    "head": "ede329aaf0",
    "method": "git ls-remote"
   },
   "why": "Symbol-aware edits on large codebases use fewer tokens and break less than line-based edits."
  },
  {
   "added": "2026-11-04",
   "author": "GitHub",
   "harnesses": [
    "claude-code",
    "codex",
    "cursor",
    "copilot"
   ],
   "id": "spec-kit",
   "kind": "cli",
   "license": "MIT",
   "name": "Spec Kit",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "Toolkit that gives coding agents structured processes and templates, starting with spec-driven development, plus extensions for bug fixing and assessment.",
   "tags": [
    "workflow",
    "planning",
    "spec-driven"
   ],
   "url": "https://github.com/github/spec-kit",
   "verified": {
    "date": "2026-11-04",
    "head": "a227e38315",
    "method": "git ls-remote"
   },
   "why": "A repeatable spec, plan and task flow that keeps agent work reviewable on larger features."
  },
  {
   "added": "2026-11-04",
   "author": "Browserbase",
   "harnesses": [
    "typescript"
   ],
   "id": "stagehand",
   "kind": "library",
   "license": "MIT",
   "name": "Stagehand",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "TypeScript browser automation framework that mixes code with natural-language act, extract and observe steps, and runs a local browser or Browserbase.",
   "tags": [
    "browser",
    "extraction",
    "typescript"
   ],
   "url": "https://github.com/browserbase/stagehand",
   "verified": {
    "date": "2026-11-04",
    "head": "18b96f2227",
    "method": "git ls-remote"
   },
   "why": "Schema-validated extract() replaces brittle selectors for structured scraping from pages that change layout."
  },
  {
   "added": "2026-11-04",
   "author": "Jesse Vincent (obra)",
   "harnesses": [
    "claude-code",
    "codex",
    "cursor",
    "gemini-cli",
    "opencode"
   ],
   "id": "superpowers",
   "kind": "skill-pack",
   "license": "MIT",
   "name": "Superpowers",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "A software development methodology delivered as composable skills: brainstorming, writing and executing plans, test-driven development, systematic debugging, subagent-driven development and verification before completion.",
   "tags": [
    "workflow",
    "tdd",
    "debugging",
    "planning"
   ],
   "url": "https://github.com/obra/superpowers",
   "verified": {
    "date": "2026-11-04",
    "head": "22f0b463e7",
    "method": "git ls-remote"
   },
   "why": "Gives an agent a disciplined default process; the skills are short and easy to read, fork or cherry-pick."
  },
  {
   "added": "2026-11-04",
   "author": "Seth Hobson",
   "harnesses": [
    "claude-code",
    "codex",
    "cursor",
    "opencode",
    "pi"
   ],
   "id": "wshobson-agents",
   "kind": "plugin-marketplace",
   "license": "MIT",
   "name": "wshobson/agents",
   "source": {
    "ref": "seed research 2026-11-04: repository README and license read from a shallow clone",
    "type": "seed"
   },
   "summary": "One catalog of 94 plugins with about 200 agents, 185 skills and 105 commands, adapted for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot and Pi.",
   "tags": [
    "subagents",
    "plugins",
    "multi-harness"
   ],
   "url": "https://github.com/wshobson/agents",
   "verified": {
    "date": "2026-11-04",
    "head": "7e2fb559cf",
    "method": "git ls-remote"
   },
   "why": "A large, multi-harness source of specialist agents and skills with a capability matrix that shows what works where."
  }
 ]
}