Evaluation report

• Repository is reachable

  https://github.com/mcp-use/mcp-use @ e0280d1 — ★ 10,129 · TypeScript · MIT · last push today

• Manifest detected

  kind=mcp slug=mcp-use · path=libraries/python · source=pyproject.toml

• Slug is URL-safe

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

• Slug is unique within kind

  No collision found for mcp/mcp-use

• Version is semver

  1.7.0

• Description quality

  12 words · 76 chars — OK but more detail helps

• README is present and substantial

  22,979 chars · 14 sections · 15 code blocks

• Tags / topics declared

  20 total — agentic-framework, ai, apps-sdk, chatgpt, claude-code, claude-connectors (+14)

• README has usage / example sections

  found: Quickstart

• Homepage / docs URL declared

  https://manufact.com

• 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 pyproject.toml

• MCP: @modelcontextprotocol/sdk in dependencies

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

• MCP: ESM package

  non-Node server (pyproject.toml) — n/a

• MCP: server surface

  0 tools

• Recent activity

  last push today

• Tests detected

  6 test directories · 158 test files

• CI configuration detected

  GitHub Actions (24 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.