agy-bridge

An MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI (agy) — saving Claude's context window and tokens for what matters.

Claude sends a task → the bridge routes it to the best available model via agy → only the answer comes back. Large files, deep git searches, and web lookups never touch Claude's context.

User → Claude Code → agy-bridge (MCP) → agy CLI → Gemini / Claude / GPT-OSS
                   ←                  ←          ←

Why this over claude-to-agy?

	claude-to-agy	agy-bridge
Tool surface	1 generic delegate_to_agy	6 purpose-built tools — Claude self-routes reliably
Model selection	none (agy default only)	per-tool routing across all agy models, with availability detection and fallback
Multi-turn	stateless	session continuity — follow_up resumes agy conversations without resending context
Output safety	unbounded	configurable truncation cap protects Claude's context
Sandbox	no	optional --sandbox mode
Install	uvx (Python)	npx (Node) — zero install

Requirements

• Node.js 18+
• Antigravity CLI (agy) installed and authenticated
• Claude Code

Install

# 1. Register the MCP server (user scope = all projects)
claude mcp add -s user agy-bridge npx -- -y agy-bridge

# 2. Add delegation rules to your project (or ~/.claude/CLAUDE.md for global)
curl -o CLAUDE.md https://raw.githubusercontent.com/sshahzaiib/agy-bridge/main/CLAUDE.md

Tools

Tool	Use for	Model routing (first available)
analyze_files	Files >200 lines, >3 files at once, logs, dumps, generated code	Gemini 3.5 Flash (High) → Gemini 3.1 Pro (Low)
deep_search	git log/diff/blame archaeology, repo-wide greps	Gemini 3.5 Flash (Medium) → (High)
web_lookup	Docs, API references, external/current knowledge	Gemini 3.5 Flash (Medium) → (High)
adversarial_review	Plan critiques, design and code reviews	Gemini 3.1 Pro (High) → Claude Opus 4.6 (Thinking) → Flash (High)
follow_up	Continue a prior session by session_id — no context resend	inherits the session
delegate	Anything else heavy	Gemini 3.5 Flash (High)

All tools accept optional cwd (project root) and model (exact name from agy models; validated, with available models listed on mismatch).

Every response ends with a footer:

---
[agy-bridge] model: Gemini 3.5 Flash (High) | session: 1f0c…-d4 (use follow_up to continue)

Model routing

On first use the bridge runs agy models (cached for the process lifetime) and picks the first available model in the tool's preference chain. If none is available it falls back to AGY_DEFAULT_MODEL, and finally to agy's own default. agy silently ignores unknown --model values, so the bridge validates names up front instead of letting requests land on the wrong model.

Configuration

All optional, via environment variables:

Variable	Default	Description
AGY_PATH	agy	Path to the agy binary
AGY_TIMEOUT	1200	Seconds; passed as --print-timeout, enforced with a 15s kill grace
AGY_MAX_OUTPUT_CHARS	50000	Truncation cap for tool output
AGY_DEFAULT_MODEL	unset	Fallback model when no chain entry is available
AGY_SKIP_PERMISSIONS	true	Pass --dangerously-skip-permissions to agy
AGY_SANDBOX	false	Run agy with --sandbox
AGY_ON_FAILURE	fallback	strict appends an instruction to failed-tool errors telling the calling agent not to absorb the work itself

Failure behavior

The bridge always fails loudly: agy errors surface as MCP tool errors with agy's actual stderr, and degraded model routing is annotated in the response footer. By default the calling agent (Claude) will typically do the work itself after a failure — visible in the transcript, but easy to stop noticing in a long session. Set AGY_ON_FAILURE=strict to append an explicit "do NOT perform this work yourself — report the failure to the user" instruction to every delegation error, so you keep control over when token savings are silently lost.

Development

npm install
npm test           # vitest unit tests (exec mocked — no agy needed)
npm run typecheck
npm run build      # tsup → dist/index.js

Contributors

Contributions are welcome — open an issue or PR.

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License

MIT