KosmoKrator

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Ashby MCP Integration for LangGraph

Connect Ashby to LangGraph through the local KosmoKrator MCP gateway with scoped tools, credentials, and write policy.

7 functions 7 read 0 write Bearer token auth
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Connect Ashby to LangGraph

Run KosmoKrator integration calls from LangGraph nodes while preserving local credentials and permissions.

Use a graph node that calls the KosmoKrator CLI for deterministic steps or an MCP client for dynamic tool selection. The gateway is local, scoped to this integration, and starts with --write=deny so LangGraph can inspect read-capable tools without receiving write access by default.

Ashby MCP Config for LangGraph

Headless CLI calls fit repeatable graph edges; MCP fits exploratory agent nodes.

{
  "mcpServers": {
    "kosmokrator-ashby": {
      "type": "stdio",
      "command": "kosmo",
      "args": [
        "mcp:serve",
        "--integration=ashby",
        "--write=deny"
      ]
    }
  }
}

Run the Gateway Manually

kosmokrator mcp:serve --integration=ashby --write=deny

Why Use KosmoKrator Here

Scoped tools

Expose only Ashby instead of a broad multi-service tool list.

Local credentials

Reuse credentials already configured for the KosmoKrator CLI and Lua runtime.

Write policy

Start read-only, then opt into ask or allow for trusted workspaces.

Ashby Tools Visible to LangGraph

LangGraph sees stable MCP tool names generated from the Ashby integration catalog.

MCP toolSource functionTypeDescription
integration__ashby__ashby_get_application ashby.ashby_get_application Read Get detailed information about a specific job application in Ashby, including candidate details, status, and evaluation data.
integration__ashby__ashby_get_current_user ashby.ashby_get_current_user Read Get the profile of the currently authenticated Ashby user. Use this to verify API access and see user details.
integration__ashby__ashby_get_interview ashby.ashby_get_interview Read Get detailed information about a specific interview in Ashby, including scheduled time, interviewers, feedback, and scorecards.
integration__ashby__ashby_get_job ashby.ashby_get_job Read Get detailed information about a specific job in Ashby, including full description, requirements, compensation, and hiring team.
integration__ashby__ashby_list_applications ashby.ashby_list_applications Read List job applications in Ashby. Returns applications with candidate info, status, and associated job. Use filters to narrow by job or status.
integration__ashby__ashby_list_interviews ashby.ashby_list_interviews Read List scheduled interviews in Ashby. Returns interview details with date, time, interviewers, and associated application. Filter by application to see interviews for a specific candidate.
integration__ashby__ashby_list_jobs ashby.ashby_list_jobs Read List job postings in Ashby. Returns open and closed positions with department, location, and application count. Filter by status to find active openings.

Related Ashby Pages

Ashby CLIUse direct JSON commands instead of MCP discovery. Ashby MCPFull gateway reference and MCP tool names. KosmoKrator for LangGraphClient-level gateway setup.