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io.github.PyModel/claude-agy-mcp

NPM · @PYMODEL/CLAUDE-AGY-MCP · SCANNED AUG 18

Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover.

Available components

npm · @pymodel/claude-agy-mcp 69
69 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →

Supply Chain Security98
  • No malware found by supply-chain analysis.Pass
  • No known CVEs affecting this package version or its production dependencies.Pass
  • No install/post-install scripts declared.Pass
  • 30 of 95 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency48
  • Source repository is publicly reachable at the declared URL. View diagnostics → Pass
  • Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
  • Clear OSI-approved license (MIT).Pass
  • Actively maintained (last published 3 days ago).Pass
  • Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability74
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 902 tokens (~150/item across 6 items; 6 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
  • Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass

Unverified: 1 category

A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

npm · @pymodel/claude-agy-mcp

# add to Claude Code
claude mcp add pymodel-claude-agy-mcp -- npx -y @pymodel/claude-agy-mcp
# add to Codex CLI
codex mcp add pymodel-claude-agy-mcp -- npx -y @pymodel/claude-agy-mcp
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "pymodel-claude-agy-mcp": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@pymodel/claude-agy-mcp"
      ],
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add pymodel-claude-agy-mcp --command npx --arg -y --arg @pymodel/claude-agy-mcp
# ~/.hermes/config.yaml
mcp_servers:
  pymodel-claude-agy-mcp:
    command: "npx"
    args: ["-y", "@pymodel/claude-agy-mcp"]
// mcp.json
{
  "mcpServers": {
    "pymodel-claude-agy-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@pymodel/claude-agy-mcp"
      ]
    }
  }
}
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 14 Aug 26 69

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 18 Aug 2026 · Analysed npm/@pymodel/claude-agy-mcp@1.0.3

Provenance No attestation

The registry publishes no build provenance for this version, so there is nothing to verify.

Result No attestation
Ecosystem npm
Dependencies 95 packages
Packages resolved 95
Stale 30
Tree resolution Complete
MCP tools · 6 exposed · ~902 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
adversarial_review ~177

Get an adversarial second opinion from a different model family (Gemini Pro). ALWAYS use this for plan critiques, design reviews, and pre-merge code review: it hunts for flaws, edge cases, security issues, and unstated assumptions you may have missed.

NameTypeReqDescription
contentstring–Inline content to review (plan, diff, code snippet).
cwdstring–Absolute path to the working directory / project root. Defaults to the server's cwd.
filesarray–File paths to review instead of inline content.
focusstring–Optional focus area, e.g. 'security', 'concurrency'.
modelstring–Override the model (exact name from `agy models`, e.g. "Gemini 3.1 Pro (High)"). Normally omit — the tool routes automatically.

No output schema declared.

No examples provided.

analyze_files ~168

Delegate file analysis to the Antigravity CLI (Gemini) instead of reading files yourself. USE THIS whenever a file is large (>200 lines) or the task spans more than 3 files: logs, database dumps, generated code, cross-file reviews, comparisons. The files never enter your context — only the answer does.

NameTypeReqDescription
cwdstring–Absolute path to the working directory / project root. Defaults to the server's cwd.
filesarrayyesFile paths to analyze (relative to cwd or absolute).
modelstring–Override the model (exact name from `agy models`, e.g. "Gemini 3.1 Pro (High)"). Normally omit — the tool routes automatically.
questionstringyesWhat you want to know about these files.

No output schema declared.

No examples provided.

deep_search ~152

Delegate codebase archaeology to the Antigravity CLI: git log/diff/blame spelunking, wide greps across a repo, 'when/why did X change', 'where is Y used'. USE THIS instead of running many search commands yourself — it saves your context.

NameTypeReqDescription
cwdstring–Absolute path to the working directory / project root. Defaults to the server's cwd.
modelstring–Override the model (exact name from `agy models`, e.g. "Gemini 3.1 Pro (High)"). Normally omit — the tool routes automatically.
querystringyesWhat to find, e.g. 'when was the auth middleware refactored and why'.

No output schema declared.

No examples provided.

delegate ~120

Raw delegation to the Antigravity CLI for heavy tasks that don't fit the other tools. agy has full tool access (shell, file reads, web) in the given cwd.

NameTypeReqDescription
cwdstring–Absolute path to the working directory / project root. Defaults to the server's cwd.
modelstring–Override the model (exact name from `agy models`, e.g. "Gemini 3.1 Pro (High)"). Normally omit — the tool routes automatically.
promptstringyesThe complete task prompt for agy.

No output schema declared.

No examples provided.

follow_up ~148

Continue a previous Antigravity session by session_id (returned by every other tool). USE THIS for follow-up questions about a prior delegation — the full prior context is already on agy's side, so you don't resend anything.

NameTypeReqDescription
cwdstring–Absolute path to the working directory / project root. Defaults to the server's cwd.
modelstring–Override the model (exact name from `agy models`, e.g. "Gemini 3.1 Pro (High)"). Normally omit — the tool routes automatically.
questionstringyesThe follow-up question.
session_idstringyesThe session id returned by a previous claude-agy-mcp call.

No output schema declared.

No examples provided.

web_lookup ~137

Delegate a web/documentation lookup to the Antigravity CLI (Gemini with web access): library docs, API references, error messages, current versions, external knowledge. USE THIS when you need information you don't have or that may be newer than your training data.

NameTypeReqDescription
cwdstring–Absolute path to the working directory / project root. Defaults to the server's cwd.
modelstring–Override the model (exact name from `agy models`, e.g. "Gemini 3.1 Pro (High)"). Normally omit — the tool routes automatically.
querystringyesWhat to look up on the web.

No output schema declared.

No examples provided.