> ## Documentation Index
> Fetch the complete documentation index at: https://docs.linkup.so/llms.txt
> Use this file to discover all available pages before exploring further.

# For AI agents

> Download the Linkup knowledge pack for agents: what you can build, which API to call, and how to write optimized queries and workflows.

Learn how to build with Linkup by pasting this prompt to your agent:

```text theme={"system"}
Read https://github.com/LinkupPlatform/linkup-for-agents
and follow the Linkup agent instructions to set up Linkup for this project.
```

## Use the knowledge pack

**1. Clone the repo — for one project, or to learn Linkup yourself.** Point
your agent at `AGENTS.md`; it routes itself. Every knowledge file and recipe
is there to read and adapt.

```bash theme={"system"}
git clone https://github.com/LinkupPlatform/linkup-for-agents.git
```

**2. Install it as skills — recommended for coding agents.** Auto-loads
whenever a task involves search, fetch, research, extraction, or workflow
design. Add `-g` to cover all your projects.

```bash theme={"system"}
npx skills add LinkupPlatform/skills
```

## Connect Linkup

Your product can call Linkup through the [SDKs](/pages/sdk/python/python) or
plain HTTP — no MCP required. Set `LINKUP_API_KEY` first; get one at
[app.linkup.so](https://app.linkup.so).

The [MCP server](/pages/integrations/mcp/mcp) is optional: install it when
you want your coding agent to call **Search**, **Fetch**, and **Research**
directly, or to live-test queries while building.

<CardGroup cols={2}>
  <Card title="MCP server" icon="cube" href="/pages/integrations/mcp/mcp">
    Give your assistant live Linkup tools inside Claude Code, Cursor, VS Code,
    Codex, and other MCP clients.
  </Card>

  <Card title="Agent frameworks" icon="layer-group" href="/pages/integrations/integrations">
    LangChain, CrewAI, LlamaIndex, Vercel AI SDK, Agno, Composio, and more —
    Linkup ships as a tool you can register.
  </Card>

  <Card title="Coding agents & platforms" icon="robot" href="/pages/integrations/openclaw/openclaw">
    OpenClaw and other agent platforms with Linkup pre-wired.
  </Card>
</CardGroup>

## Our APIs and links

Linkup exposes **Search**, **Fetch**, **Research**, **Extract**, and
**Tasks** — see [the endpoints overview](/pages/documentation/get-started/introduction#our-endpoints)
for what each does. Per-endpoint `for-agents` briefs carry copy-pasteable
tool definitions:

* [Endpoints overview](/pages/documentation/get-started/introduction#our-endpoints)
* [Search for agents](/pages/documentation/endpoints/search/for-agents)
* [Fetch for agents](/pages/documentation/endpoints/fetch/for-agents)
* [Research for agents](/pages/documentation/endpoints/research/for-agents)
* [Extract for agents](/pages/documentation/endpoints/extract/for-agents)
* [Tasks for agents](/pages/documentation/endpoints/tasks/for-agents)
* [OpenAPI spec](https://api.linkup.so/v1/openapi.json)