Every Ollagraph endpoint,
a tool your agent can call.
One install, one env var, and Claude Desktop / Cursor / Cline / Continue gain every Ollagraph endpoint as a callable tool. Built on FastMCP, auto-generated from our OpenAPI spec, so every new endpoint appears the moment we ship it.
Run the server.
Two equivalent install paths. Both fetch ollagraph-mcp from PyPI.
Drop into your config.
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.json{
"mcpServers": {
"ollagraph": {
"command": "pipx",
"args": ["run", "ollagraph-mcp"],
"env": {
"OLLAGRAPH_API_KEY": "osk_..."
}
}
}
}
Restart Claude Desktop. The tools (scrape, extract_clean, aeo_page_audit, …) appear in the tool picker.
Cursor, Cline, Continue.
Same JSON shape. Each client has its own config location — see their MCP docs. To poke the tools directly without a client, open the MCP Inspector:
Every endpoint, as a tool.
Auto-synced with the API
The server reads api.ollagraph.com/openapi.json at start. Restart the server when we ship a new endpoint — your agent gets the new tool.
Bearer auth handled
Set OLLAGRAPH_API_KEY once. The server injects the header on every call — the LLM never sees your key.
Honest tool descriptions
Each tool's description is its OpenAPI summary. The LLM reads them to pick which to call — no manual prompt engineering.
MIT-licensed, open source
The MCP server source is on GitHub. Set the API base via OLLAGRAPH_API_URL.
Get a key, run the server.
1,000 free credits on signup. No credit card required. Connect every endpoint to Claude, Cursor, and Continue in minutes.