Evaluation report

• Repository is reachable

  https://github.com/googleapis/mcp-toolbox @ a3325a3 — ★ 15,890 · Go · Apache-2.0 · last push today

• Manifest detected

  kind=mcp slug=mcp-toolbox · source=server.json

• Slug is URL-safe

  "mcp-toolbox" matches /^[a-z0-9][a-z0-9-]{0,62}$/

• Slug is unique within kind

  No collision found for mcp/mcp-toolbox

• Version is semver

  1.6.0

• Description quality

  12 words · 73 chars — OK but more detail helps

• README is present and substantial

  32,770 chars · 10 sections · 20 code blocks

• Tags / topics declared

  20 total — agent, agents, ai, bigquery, clickhouse, cockroachdb (+14)

• README has usage / example sections

  found: Quick Start · Quick Start

• Homepage / docs URL declared

  https://github.com/googleapis/mcp-toolbox

• LICENSE file at repo root

  LICENSE

• No sensitive files in the repo

  scanned for .env, credentials.json, *.pem, .ssh/, AWS / GCP configs — none found

• MCP: launch path

  launch declared in server.json

• MCP: @modelcontextprotocol/sdk in dependencies

  non-Node server (server.json) — uses its language's MCP SDK

• MCP: ESM package

  non-Node server (server.json) — n/a

• MCP: server surface

  0 tools

• Recent activity

  last push today

• Tests detected

  2 test directories · 455 test files

• CI configuration detected

  GitHub Actions (21 workflows)

This artifact hasn't produced behavioral results yet: the evaluation sandbox couldn't run it (it may need credentials we don't provide, or a build our environment doesn't support). That's a limitation of our environment, not a verdict on the artifact.