Evaluation report

• Repository is reachable

  https://github.com/assafelovic/gpt-researcher @ 18d4051 — ★ 28,139 · Python · Apache-2.0 · last push 2 days ago

• Manifest detected

  kind=mcp slug=gpt-researcher · source=pyproject.toml

• Slug is URL-safe

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

• Slug is unique within kind

  No collision found for mcp/gpt-researcher

• Version is semver

  0.14.7

• Description quality

  16 words · 103 chars — "GPT Researcher is an autonomous agent designed for comprehensive online research…"

• README is present and substantial

  16,784 chars · 20 sections · 9 code blocks

• Tags / topics declared

  11 total — agent, ai, automation, deepresearch, llms, mcp (+5)

• README has usage / example sections

  found: Installation · Example

• Homepage / docs URL declared

  https://gptr.dev

• 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 · 20 test files

• CI configuration detected

  GitHub Actions (5 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.