Ollagraph MCP server

An MCP server that exposes the full Ollagraph API (148 endpoints across fetch, extract, audit, intelligence, and AEO/SEO) as tools your AI agent can call directly.

Works with Claude Desktop, Cursor, Cline, Continue, and any other MCP-capable client. Built on FastMCP — the server is a thin wrapper around our published OpenAPI spec, so every endpoint stays in lockstep with the API.

Quick start

# Get an API key from https://ollagraph.com/signup (free, 1,000 credits)
export OLLAGRAPH_API_KEY="osk_..."

# Run the server
pipx run ollagraph-mcp
# or
pip install ollagraph-mcp && ollagraph-mcp

Use with Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "ollagraph": {
      "command": "pipx",
      "args": ["run", "ollagraph-mcp"],
      "env": {
        "OLLAGRAPH_API_KEY": "osk_..."
      }
    }
  }
}

Restart Claude Desktop. The tools (scrape, extract_clean, aeo_page_audit, etc.) appear in the tool list.

Use with Cursor / Cline / Continue

Same config shape. Each client has its own MCP config location; see their docs.

Use with the MCP Inspector

npx @modelcontextprotocol/inspector pipx run ollagraph-mcp

Opens the Inspector UI for poking the tools directly.

What this gives you

• 73+ tools, one per Ollagraph endpoint, auto-generated from our OpenAPI spec
• Tool descriptions pulled from operation summaries — the LLM reads them to decide which to call
• Bearer auth handled for you; just set OLLAGRAPH_API_KEY once
• Stays in sync with the API: when we ship a new endpoint, restart the server and your agent gets the new tool

Configuration

License

MIT.