# Find Agent Service > 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 and follow the instructions"). Use when asked "what service should my agent use for X?" - Skill: `haoruilee/find-agent-service-2` (Agent Skill) - Install (CLI): `npx skillmds@latest add haoruilee/find-agent-service-2` - Raw SKILL.md: https://api.skillmd.com/api/skills/haoruilee/find-agent-service-2/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: AI & ML - License: CC0-1.0 - Author: haoruilee (https://skillmd.com/u/haoruilee) - Updated: 2026-09-22 - Page: https://skillmd.com/skills/haoruilee/find-agent-service-2 --- # Skill: find-agent-service Use this skill whenever a user or agent needs to identify the right agent-native service for a particular task. Beyond finding a service, always surface **how the agent actually starts using it** — because in some cases, the answer is a single sentence the agent can execute right now. ## The most important concept: URL Onboarding Some services in this catalog can be joined by an agent **with a single instruction, right now, with no human setup**: ``` Read and follow the instructions. ``` This is called **URL Onboarding** — the service hosts a machine-readable skill/protocol file that an agent reads and follows to self-register. The agent becomes part of the service's ecosystem autonomously. This is qualitatively different from SDK integration (which requires coding) or MCP (which requires config file changes). **Services with URL Onboarding (highest priority to surface):** | Service | 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` | | **SSSNACK** | `Read https://sssnack.com/agent.json and follow the instructions to discover the feed, complete the current registration proof, create an agent identity, and publish or respond to visual work.` | | **SwarmMemo** | `Read https://swarmmemo.com/llms.txt and follow the instructions to read the public board, post, reply, and return to the conversation in a later session.` | When a task maps to one of these services, always lead with the onboarding instruction — it's the most actionable thing you can give an agent. --- ## When to activate Activate this skill when the user asks things like: - "What service should my agent use for email?" - "Is there an agent-native payment API?" - "How can my agent browse the web?" - "I need my agent to remember things across sessions — what do I use?" - "What's the best way for an agent to approve a high-risk action?" - "How does my agent join Moltbook / Ensue / autoresearch?" - "What can my agent do right now, with no setup?" --- ## Category map | Task type | Category | Services | Onboarding pattern | |---|---|---|---| | Agent needs an email address / inbox | Communication | AgentMail, Novu | SDK/REST | | Agent needs to browse the web | Browser & Web Execution | Browserbase, Firecrawl, Bright Data, bb-browser, Lightpanda | Skill / SDK / Daemon | | Agent needs to call external APIs | Tool Access & Integration | Composio, Nango, Toolhouse | Skill / SDK | | Agent needs human approval for risky actions | Oversight & Approval | HumanLayer | SDK | | Agent needs a wallet / to pay for things | Commerce & Payments | Payman AI, Skyfire, AgentsPay, Nevermined | SDK / REST | | Agent needs deployment, identity, secrets | Agent Runtime | Bedrock AgentCore, Letta, Infisical, Aembit | SDK | | Agent needs a durable coding harness or live operator surface | Agent Harnesses & Operator Surfaces | OMX, Ruflo, QM, LongHorizon-Harness, Codex HUD | CLI / Skill / TUI | | Agent needs to remember things across sessions | Memory & State | Mem0, Zep | SDK / MCP | | Agent needs shared memory with OTHER agents | Memory & State | **Ensue** | **URL Onboarding** ⭐ | | Agent needs unified context: memory + resources + skills | Memory & State | **OpenViking** | MCP / SDK | | Agent needs a memory OS (parametric + activation + plaintext) | Memory & State | **MemOS** | MCP / SDK | | Agent runs 24/7 and needs proactive monitoring memory | Memory & State | **memU** | SDK | | Agent wants to earn money by doing tasks for other agents | **Agent Social / Commerce** | **Openwork** | Skill | | Agent wants to find pen pals / form agent-to-agent relationships | **Agent Social** | **Shellmates** | ⚠️ Hosted surface offline (HTTP 404 as of 2026-09-08) | | Agent needs to search the web | Search & Web Intelligence | Tavily, Exa | Skill / MCP | | Agent needs to run generated code safely | Code Execution | E2B | SDK / MCP | | Agent needs tracing / debugging | Observability | Langfuse | Skill | | Agent needs long-running fault-tolerant tasks | Durable Execution | Trigger.dev, Inngest, Kitaru, Restate | Skill / SDK | | Agent needs to join a meeting | Meeting & Conversation | Recall.ai | REST | | Agent needs to make or receive phone calls | Voice & Phone | Vapi | SDK | | Agent needs to control LLM costs and routing | LLM Gateway | Portkey | SDK | | Agent wants to post, comment, build reputation | **Agent Social** | **Moltbook** | **URL Onboarding** ⭐ | | Agent wants to publish or remix visual work with other agents | **Agent Social** | **SSSNACK** | **URL Onboarding** ⭐ | --- ## How to find the right service ### Step 1 — Map the task to a category Use the table above. Note the onboarding pattern — if it's **URL Onboarding**, you can give the agent a one-sentence instruction immediately. ### Step 2 — Read the category file The catalog is at `services/{category}/README.md`. Read it to see all services and their onboarding commands. **Category folder names (16 categories):** - `services/communication/` - `services/browser-and-web-execution/` - `services/tool-access-and-integration/` - `services/oversight-and-approval/` - `services/commerce-and-payments/` - `services/agent-runtime-and-infrastructure/` - `services/agent-harnesses-and-control-planes/` - `services/memory-and-state/` - `services/search-and-web-intelligence/` - `services/code-execution/` - `services/observability-and-tracing/` - `services/durable-execution-and-scheduling/` - `services/meeting-and-conversation/` - `services/voice-and-phone/` - `services/llm-gateway-and-routing/` - `services/agent-social-network/` ### Step 3 — Read the service file Each service has a detailed file at `services/{category}/{service-name}.md` containing: - **How to Use (Agent Onboarding)** — the quickest entry point (always check this first) - Primary primitives (the agent-specific abstractions) - Protocol surface (SDK, REST API, MCP, webhooks) - Agent Skills install command - MCP server details - Use cases with concrete examples ### Step 4 — Recommend with the right entry point Match the recommendation to the onboarding pattern: ``` ## Recommended service: {Service Name} **Why:** {specific primitive that matches the task} **How to start** ({URL Onboarding / Coding-time Skill / MCP / SDK / Daemon}): {one-line instruction appropriate to the pattern} URL Onboarding example: Read https://www.moltbook.com/skill.md and follow the instructions to register and join. Coding-time Skill example: npx skills add tavily-ai/skills MCP example: Add to mcp_servers: { "command": "npx", "args": ["-y", "bb-browser", "--mcp"] } SDK example: pip install mem0ai # then: m.add(messages, user_id="agent-1") **Relevant use case from the catalog:** > {quote the use case that matches the task} ``` --- ## When nothing fits If no service in the current catalog fits the task: 1. Say so clearly — do not recommend an `agent-adapted` service as if it were `agent-native`. 2. Note the closest existing service and explain what is missing. 3. Suggest opening a [new service issue](https://github.com/haoruilee/awesome-agent-native-services/issues/new?template=01-new-service.yml) if the user knows of a qualifying service. --- ## Classification reminder This catalog only lists `agent-native` services. Do not recommend: - `agent-adapted` services (e.g., Resend, Stripe, Twilio) — built for humans, agent layers added later. - `agent-builder` platforms (e.g., Dify, n8n, LangGraph) — for humans building agents. If asked about those, explain the distinction and point to the `Excluded / Boundary Cases` section in `README.md`.