Evaluation report

• Repository is reachable

  https://github.com/stickerdaniel/linkedin-mcp-server @ 8d5c3bd — ★ 3,063 · Python · Apache-2.0 · last push today

• Manifest detected

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

• Slug is URL-safe

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

• Slug is unique within kind

  No collision found for mcp/mcp-server-linkedin

• Version is semver

  4.21.0

• Manifest present and parseable

  Manifest found at pyproject.toml.

• Name declared and well-formed

  Name "mcp-server-linkedin" is well-formed.

• Version is semver

  Version 4.21.0.

• Homepage or repository declaredwarn

  No homepage or repository declared.

  Add a "homepage" or "repository" field to pyproject.toml.

• Description quality

  19 words · 121 chars — "MCP server that gives AI assistants like Claude access to LinkedIn profiles, com…"

• README is present and substantial

  52,827 chars · 8 sections · 11 code blocks

• Tags / topics declared

  19 total — ai-agents, anthropic, chatgpt, chatgpt-desktop, claude, claude-ai (+13)

• README has usage / example sections

  found: Installation · Installation · Installation

• Homepage / docs URL declared

  no homepage declared (registry will use the repo URL) — info-only, not blocking

• No undocumented network destinationswarn

  2 network destinations the documentation does not mention. linkedin_mcp_server/config/schema.py:322 — undocumented host proxy.example; linkedin_mcp_server/config/schema.py:333 — undocumented host proxy.example

  Document these destinations, or move them into configuration.

• LICENSE file at repo root

  LICENSE

• No sensitive files in the repo

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

• No dependencies that impersonate popular packages

  35 dependencies, none impersonating a popular package.

• 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

  1 test directory · 51 test files

• CI configuration detected

  GitHub Actions (4 workflows)

• Maintenance activity · queued

  No commit timestamp available for this source.

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.