shipit-agent — The Python runtime under every ShipIt agent
The Python runtime underneath: tools, MCP, RAG, memory, permissions and streaming.
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The production parts, already built.
- Any LLM: OpenAI, Anthropic, Bedrock, Vertex, Gemini, Groq, Together, Ollama or 100+ models through LiteLLM.
- Control plane: A fast, rule-based permission engine — allow, deny or ask — plus plan mode.
- Prompt caching: On by default, with cache-read accounting across providers.
- Tools and MCP: 66 built-in tools, 28 MCP servers by name, and any other MCP server over stdio or HTTP.
- Deep agents: Goal, reflective and supervisor/worker agents, crews and long-running autopilot loops.
- RAG and memory: Hybrid vector and BM25 search with cited sources, sessions and memory consolidation.
From pip install to a running agent.
- Install: pip install shipit-agent — optional extras for RAG, MCP and browsers.
- Pick a provider: Set your provider’s key in the environment.
- Build the agent: Agent.with_builtins gives you the full toolset in one line.
- Stream and ship: Structured events, sessions and cost tracking are already wired.
Details
- Language
- Python 3.11+
- License
- MIT
- Providers
- OpenAI, Anthropic, Bedrock, Vertex, Gemini, Groq, Together, Ollama, LiteLLM
- Extras
- MCP, RAG, computer use, Chrome workspace
- Latest
- 3.0.0 — 7 November 2026
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- Relay — A self-hosted engineer on your Claude subscription.
- ShipIt Cloud — Multi-tenant console for white-label agents.
- ShipIt CLI — Terminal coding agent with two-way chat bots.
- Pentest skills — One /pentest command for Claude Code.
- ShipitQA — Goal-driven QA in real browsers, with evidence.
- KeyVault — Zero-knowledge password manager. No server.
- MacSweep — Clean, protect and understand your Mac.
- Snappilot — Free screen capture studio, fully on-device.
- shipit-ui-design — Senior UI/UX as a Claude Code plugin.
- ShipIt Palette — One hex to a full design system.