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Use the Awesome Agent-Native Services catalog as an installation entry point. Given a task or service name, return the exact install/onboarding command for catalog services that expose Agent Skills, Claude Code plugins, URL onboarding, MCP servers, CLIs, or SDKs.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Read this file to discover agent-native services — infrastructure designed from the ground up for AI agents, not adapted from human-facing products. Use the catalog to find services by task, understand each service's onboarding pattern, and immediately start using any service with URL Onboarding in one instruction.
Guide a contributor through the full process of adding a new service to the awesome-agent-native-services catalog: verifying criteria, checking for URL Onboarding (the gold standard of agent-nativeness), opening an issue, writing the service file, and submitting a PR. Use when "I want to add X to the list" or "how do I contribute?"
Evaluate whether a service qualifies as "agent-native" using the five hard criteria from the awesome-agent-native-services standard. Also checks for the bonus "URL Onboarding" signal — the highest form of agent-nativeness where an agent joins the service by reading one URL. Use when asked "is X agent-native?" or "should I add X to the list?"
Given a task an AI agent needs to perform, find the right agent-native service from the awesome-agent-native-services catalog. Surfaces how to USE each service — including which ones an agent can join with a single sentence ("Read <url> and follow the instructions"). Use when asked "what service should my agent use for X?"
| name | install-agent-service |
| description | Use the Awesome Agent-Native Services catalog as an installation entry point. Given a task or service name, return the exact install/onboarding command for catalog services that expose Agent Skills, Claude Code plugins, URL onboarding, MCP servers, CLIs, or SDKs. |
| license | CC0-1.0 |
| compatibility | Works with Claude Code plugin skills, ClawHub/OpenClaw skills, and agents that can read SKILL.md. |
| metadata | {"repo":"https://github.com/haoruilee/awesome-agent-native-services","catalog-version":"2026-07-06"} |
| allowed-tools | WebSearch Read Bash |
Use this skill when a user asks to install, connect, enable, add a skill/plugin, or turn the catalog into an entry point for an agent-native service.
This skill does not blindly run third-party code. It returns a ranked install path and asks the host agent/operator to execute the command appropriate for its environment.
Prefer the highest available tier:
When multiple tiers exist, show the highest tier first and include lower-tier fallbacks.
/plugin marketplace add haoruilee/awesome-agent-native-services
/plugin install awesome-agent-native-services@awesome-agent-native-services
/reload-plugins
After install, invoke:
/awesome-agent-native-services:find-agent-service <task>
/awesome-agent-native-services:install-agent-service <service or task>
/awesome-agent-native-services:evaluate-agent-native <service URL>
/awesome-agent-native-services:add-to-awesome-list <candidate>
npx clawhub@latest install find-agent-service
npx clawhub@latest install install-agent-service
npx clawhub@latest install evaluate-agent-native
npx clawhub@latest install add-to-awesome-list
mkdir -p ~/.claude/skills
cp -R .skills/install-agent-service ~/.claude/skills/
| Service | Install / onboarding instruction |
|---|---|
| Moltbook | Read https://www.moltbook.com/skill.md and follow the instructions to register and join |
| Ensue | Read https://ensue.dev/docs and call POST https://api.ensue-network.ai/auth/agent-register |
| autoresearch@home | Read https://raw.githubusercontent.com/mutable-state-inc/autoresearch-at-home/master/collab.md and follow the instructions to join |
| db9 | Read https://db9.ai/skill.md and follow the instructions |
| mem9 | Read https://mem9.ai/skill.md and follow the instructions to register and join |
| mails.dev | Read https://mails.dev/skill.md and follow the instructions |
| MailboxKit | Read https://mailboxkit.com/skill.md and follow the instructions |
| Agents Mail | Read https://agentsmail.org/skill.md and follow the instructions |
| Service | Install command |
|---|---|
| Browserbase | npx skills add browserbase/skills |
| Firecrawl | npx skills add firecrawl/cli |
| Novu | npx skills add novuhq/skills |
| Composio | npx skills add composiohq/skills |
| Trigger.dev | npx skills add triggerdotdev/skills |
| Inngest | npx skills add inngest/inngest-skills |
| Tavily | npx skills add tavily-ai/skills |
| Langfuse | npx skills add https://github.com/langfuse/skills --skill langfuse-observability |
| Openwork | npx playbooks add skill openclaw/skills --skill openwork |
| Service | MCP install / endpoint |
|---|---|
| Browser MCP | npx -y @browsermcp/mcp |
| Playwright MCP | npx @playwright/mcp@latest |
| Chrome DevTools MCP | npx -y chrome-devtools-mcp@latest |
| Bright Data Agent Browser | npx -y @brightdata/mcp |
| Hyperbrowser | npx hyperbrowser-mcp <API_KEY> |
| Olostep | npx -y olostep-mcp or remote https://mcp.olostep.com/mcp |
| Framelink MCP for Figma | npx -y figma-developer-mcp --figma-api-key=... --stdio |
| GitHub MCP Server | Remote endpoint: https://api.githubcopilot.com/mcp/ |
| MCP Toolbox for Databases | npx -y @toolbox-sdk/server --prebuilt=postgres |
| Infisical Agent Sentinel | npx -y @infisical/mcp |
| Memoria | memoria mcp |
| Recall | uvx ai-recallworks stdio |
| Kitaru | Install kitaru, then run its MCP server from upstream docs |
| MCP-Cloud (mcp-agent) | uvx mcp-agent login then uvx mcp-agent deploy ... |
| Meeting BaaS | Use meeting-mcp from upstream docs |
| Vexa | Self-host Vexa, then enable its MCP server |
| Retell AI | Configure Retell MCP/tools from docs |
| Agentgateway | Run agentgateway -f config.yaml with MCP routing enabled |
| Service | Quick install |
|---|---|
| Vercel Agent Browser | npm install -g agent-browser |
| bb-browser | npm install -g bb-browser plus the Chrome extension |
| OpenCLI | npm install -g @jackwener/opencli |
| Steel | pip install steel-sdk |
| Notte | pip install notte-sdk |
| E2B | pip install e2b-code-interpreter |
| Daytona | Install the Daytona CLI/SDK from upstream docs |
| Riza | Install the Riza SDK or MCP server from upstream docs |
| HumanLayer | pip install humanlayer |
| Payman AI | npm install @paymanai/payman-node |
| Nevermined | pip install payments-py |
| Mem0 | pip install mem0ai |
| Zep | pip install zep-python |
| Cognee | pip install cognee |
| Agent Trace | Install agent-strace from PyPI/GitHub, then wrap agent runs |
| agent-inspect | Add to a TypeScript agent project |
| Vapi | pip install vapi-server-sdk |
| Pipecat | pip install pipecat-ai |
| LiteLLM | Self-host proxy from upstream docs |
| Portkey | pip install portkey-ai |
When invoked, answer with:
## Install path for <service/task>
**Best entry point:** <repository skill / URL onboarding / Agent Skill / MCP / CLI / SDK>
**Command:**
```bash
<exact command or instruction>
```
**Fallbacks:**
- <fallback 1>
- <fallback 2>
**Catalog source:** `services/<category>/<service>.md`
If a service is not listed above, read the service file and extract its How to Use, Agent Skills, and MCP sections before answering.