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Seb Labs

dev.seblabs/seblabs · v1.1.0

Typed AI decisions for agents: classify, route, screen evidence, score and batch-label text.

Connect Remote server

Terminal
claude mcp add --transport http seblabs https://mcp.seblabs.dev/mcp --header "Authorization: Bearer <YOUR_API_KEY>"
~/.cursor/mcp.json
{
  "mcpServers": {
    "seblabs": {
      "url": "https://mcp.seblabs.dev/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_API_KEY>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "seblabs": {
      "type": "http",
      "url": "https://mcp.seblabs.dev/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_API_KEY>"
      }
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://mcp.seblabs.dev/mcp

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools 5 found in our last check

  • seb_demo

    Use for a free connection/interface check or a fixed example of enterprise, finance, robotics or handoff decisions. Returns labeled illustrative probabilities, never live inference. No account token is required. Use a paid tool to judge your own input.

  • seb_decide

    Use for evidence/claim support checks, binary screening, rubric scoring, or several related judgments on one text state. Supply 1–10 named questions: choice has 2–20 option keys mapped to descriptions (or null); noul asks a precisely worded positive/yes proposition and returns i…

  • seb_fin_analyze

    Use only for entitled accounts with an enabled dedicated Seb-9B-Fin backend, to judge financial language or supplied point-in-time market context with the same choice/noul/score schema. The public general-model endpoint does not currently enable this specialist. Returns typed mo…

  • seb_route

    Use for fast single-label classification or routing: ticket triage, intent/topic/sentiment labels, selecting a tool or workflow, guardrail categories or an escalation decision. Supply the relevant context and 2–20 unique option labels (up to 80 characters each); add an unclear/e…

  • seb_batch_decide

    Use to classify, screen, triage, rank by an explicit rubric, or bulk-label up to 100 independent text states with the same 1–10 typed questions. Each result retains its input index and its own success/error; up to four items run concurrently. Inspect all per-item errors and retr…

Headers

NameDescription
Authorization
Required, secret
Bearer <inference token> from https://seblabs.dev/account; required for live inference tools.

Details

Endpointhttps://mcp.seblabs.dev/mcp (Streamable HTTP)
First published26 Oct 2026
Last updated26 Oct 2026
Registry namedev.seblabs/seblabs

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