Evaluation report

• Repository is reachable

  https://github.com/qdrant/mcp-server-qdrant @ f1a4d04 — ★ 1,439 · Python · Apache-2.0 · last push 2 days ago

• Manifest detected

  kind=mcp slug=mcp-server-qdrant · source=pyproject.toml

• Slug is URL-safe

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

• Slug is unique within kind

  No collision found for mcp/mcp-server-qdrant

• Version is semver

  0.8.1

• Description quality

  10 words · 63 chars — OK but more detail helps

• README is present and substantial

  22,469 chars · 7 sections · 15 code blocks

• Tags / topics declared

  7 total — claude, cursor, llm, mcp, mcp-server, semantic-search (+1)

• README has usage / example sections

  found: Installation

• Homepage / docs URL declared

  https://qdrant.tech

• 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 2 days ago

• Tests detected

  1 test directory · 3 test files

• CI configuration detected

  GitHub Actions (3 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.