AI Worker worker.md

swarmclaw

Self-hosted multi-agent AI runtime with MCP server support. Build, orchestrate, and run autonomous agents with memory, skills, schedules, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Oll...

Tool registry 367 stars TypeScript MIT Worker-compatible

Source#

Tags#

agent-frameworkagentsaiai-agentsautonomous-agentsclaude

Integration notes#

Repository is focused on tool/server interoperability; wrap in bounded worker contracts for production use.

worker.md example#

Starter worker.md contract mapped from this registry entry. Copy this file and adapt schemas, constraints, and statuses for your task.

---
id: swarmclaw-repo-derived-worker
name: swarmclaw Repo-Derived Worker
version: 1.0.0
source_registry_url: https://worker.md/registry/swarmclaw/
source_repository: https://github.com/swarmclawai/swarmclaw
repository_default_branch: main
repository_language: TypeScript
repository_license: MIT
repository_updated_at: 2026-04-19
worker_mode: tool-gateway-worker
derivation_method: github_repository_metadata_plus_raw_readme
derivation_confidence: 0.95
derived_on: 2026-04-19
tags:
  - agent-framework
  - agents
  - ai
  - ai-agents
  - autonomous-agents
  - claude
---

# swarmclaw Repo-Derived Worker

## Repo-derived summary
- Registry summary: Self-hosted multi-agent AI runtime with MCP server support. Build, orchestrate, and run autonomous agents with memory, skills, schedules, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Oll...
- Repository description: Self-hosted multi-agent AI runtime with MCP server support. Build, orchestrate, and run autonomous agents with memory, skills, schedules, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Ollama).
- Stars (snapshot): 367
- Primary language: TypeScript
- Worker mode classification: tool-gateway-worker

## Extracted from
- https://github.com/swarmclawai/swarmclaw
- https://github.com/swarmclawai/swarmclaw/blob/main/README.md
- https://github.com/swarmclawai/swarmclaw/actions/workflows/ci.yml/badge.svg
- https://img.shields.io/github/v/tag/swarmclawai/swarmclaw
- https://img.shields.io/npm/v/%40swarmclawai%2Fswarmclaw?label=npm

## Evidence notes (from repository text)
- README summary paragraph: Self-hosted runtime for autonomous AI agents. Multi-provider, MCP-native, with memory, skills, delegation, and schedules.
- https://github.com/swarmclawai/swarmclaw/actions/workflows/ci.yml/badge.svg](https://github.com/swarmclawai/swarmclaw/actions/workflows/ci.yml)
- Self-hosted runtime for autonomous AI agents. Multi-provider, MCP-native, with memory, skills, delegation, and schedules.
- Org chart for visualizing agent teams, delegation, and live activity.
- Agent chat with durable history, tools, and operator controls.
- - Optional provider CLIs if you want delegated CLI backends such as Claude Code, Codex, OpenCode, Gemini, Copilot, Factory Droid, Cursor Agent, Qwen Code, or Goose

## Installation hints found in README
- `pnpm add -g @swarmclawai/swarmclaw`

## worker.md contract (derived starter)
Purpose: Expose repository-supported tool/server capabilities behind a bounded worker interface.

### Input schema
```json
{
  "type": "object",
  "additionalProperties": false,
  "required": [
    "request_id",
    "operation",
    "payload"
  ],
  "properties": {
    "request_id": {
      "type": "string"
    },
    "operation": {
      "type": "string"
    },
    "payload": {
      "type": "object"
    }
  }
}
```

### Output schema
```json
{
  "type": "object",
  "additionalProperties": false,
  "required": [
    "request_id",
    "status",
    "result"
  ],
  "properties": {
    "request_id": {
      "type": "string"
    },
    "status": {
      "type": "string",
      "enum": [
        "ok",
        "retryable_error",
        "invalid_request",
        "invalid_output"
      ]
    },
    "result": {
      "type": "object"
    }
  }
}
```

### Constraints
- timeout_seconds: 30
- max_attempts: 2
- idempotency_key: request_id
- status_enum: [ok, retryable_error, invalid_request, invalid_output]
- notes: adapt to concrete APIs/classes documented in this repository before production use

## How this should be used
1. Treat this file as a repo-derived starter profile, not a claim of an official repository API contract.
2. Replace schemas with exact interfaces from code/docs you adopt.
3. Keep execution bounded and auditable using worker protocol constraints.

How to use#

  • Save this as a worker spec file (for example: swarmclaw-my-task.worker.md).
  • Replace the input/output schemas and purpose with your real bounded task.
  • Enforce schema validation + timeout + retry policy in your runtime before production use.

Citation#

Reference URL: https://worker.md/registry/swarmclaw/

Source URL: https://github.com/swarmclawai/swarmclaw