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OpenSourceFeed

opensourcefeed.org

Gallery and news updates for open-source operating systems and desktop environments

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Good for Bots report

OpenSourceFeed scores 47 of 100: 47 of the 50 base points, none of the agent layer, no penalties.

Earned

47 of the 50 base points above the line, none of the agent layer below it.

47

3 prompts away

Copy them below ↓

34

Still open

Behind the checks below, with prompts in Pro.

19
Penalties0
How scoring works · current methodology →

Through a bot’s eyes

“OpenSourceFeed is a gallery and news platform dedicated to free operating systems, open-source desktop environments, and Linux and BSD distributions.”

Simulated from the response GoodForBotsBot received on , not a live answer from any AI assistant.

What it can read, and what stays hidden →

What a bot can read

A language model reading the provided homepage text and JSON-LD block learns that the site operates as a directory and news aggregator for open-source operating systems and desktop environments. The text lists dozens of specific distributions and desktop environments, providing internal links for each item. Furthermore, the input contains recent news articles detailing software version releases, kernel updates, and project milestones with specific dates and version numbers. The JSON-LD schema confirms the site name, URL, meta description, and links to external social media profiles. The text explicitly covers subjects related to Linux distributions, BSD systems, and FOSS news. However, details regarding pricing, formal documentation, or direct contact information are absent from the provided text.

What stays hidden

A model reading this input cannot find any information regarding who operates the website, how to contact the site authors, or what licensing terms govern the site itself. It also lacks detailed technical documentation for the listed operating systems, as the site only provides navigational links and brief news snippets.

What is OpenSourceFeed?

OpenSourceFeed is a digital gallery and resource platform focused on free operating systems, GNU/Linux distributions, BSD variants, and open-source desktop environments. The site provides a comprehensive directory of numerous operating systems and desktop interfaces ranging from well-known distributions like Ubuntu, Debian, and Fedora to specialized systems.

Read more →

In addition to the catalog, the platform offers recent news stories, updates, and release announcements concerning various projects within the open-source software ecosystem. It is designed for users, enthusiasts, and developers interested in tracking the latest developments and finding information about alternative and free operating systems.

3 prompts, 34 points

For Claude Code, Cursor or Codex. The score moves after the next scan.

+12.5score from 47 to 60

Serve Markdown at its own URL

No /llms-full.txt and no markdown versions linked from llms.txt.

Read prompt

+11.3score from 60 to 71

Publish a well-formed llms.txt

No /llms.txt on this site.

Read prompt

+10score from 71 to 81

Serve Markdown when asked for it

None of the 4 pages read pass. Asking the homepage for markdown still returns text/html.

Read prompt

Pro

15 more prompts in Pro

Pro shows a prompt for every fix and drafts your llms.txt and robots.txt. It never changes the score.

$9 once, per listingSee Pro

Deployed your fixes? Rescan to update your score →

Ready-made files

Pro drafts these for this site.

Pro

A ready-made llms.txt and robots.txt

Pro drafts both files for OpenSourceFeed from its scan, keeps only links and rules our parsers can verify, and hands them over ready to review and publish. It never changes the score.

See Pro

Select a check to see what we found and how it is graded.

Readable base

47.5 / 50

Passes.

3.4 of 3.4 points.

robots.txt is valid, with 0 user-agent groups.

Passes.

8.5 of 8.5 points.

Sitemap declared in robots.txt, listing at least 200 URLs.

Passes.

8.5 of 8.5 points.

All 4 pages read pass. The homepage describes itself to machines as WebSite in valid schema.org JSON-LD.

Passes.

10.2 of 10.2 points.

3 of 4 pages read pass; 1 partly. The page at /blog/ is partly structured: The outline jumps from h1 to h3, which the standard forbids.

Passes.

8.5 of 8.5 points.

21 of 21 assessed homepage navigation links expose usable destinations.

Passes.

4.2 of 4.2 points.

172 of 172 assessed homepage links and buttons have a nonempty accessible name.

Fails.

0 of 2.5 points.

0 of 1 assessed homepage form fields meet the static naming and field-semantics checks.

Prompt in Pro →
Passes.

2.5 of 2.5 points.

177 of 177 assessed homepage controls and role declarations meet the static role, state and relationship checks.

Passes.

1.7 of 1.7 points.

All 4 pages read pass. The homepage declares itself as its canonical URL.

Agent layer

0 / 50

Fails.

0 of 11.3 points.

No /llms.txt on this site.

Fails.

0 of 7.5 points.

No usable /llms.txt to judge.

Prompt in Pro →
Fails.

0 of 12.5 points.

No /llms-full.txt and no markdown versions linked from llms.txt.

Fails.

0 of 10 points.

None of the 4 pages read pass. Asking the homepage for markdown still returns text/html.

Fails.

0 of 5 points.

robots.txt names no AI crawlers, so every operator has to guess.

Prompt in Pro →
Fails.

0 of 2.5 points.

No usage declaration found in robots.txt or the final successful homepage response header.

Prompt in Pro →

Penalties

− 0

Passes.

Penalty: 0 of 15 points.

Our crawler reaches the page without being challenged.

Passes.

Penalty: 0 of 20 points.

Nothing on the homepage tells a crawler to skip it or to withhold its snippet.

Passes.

Penalty: 0 of 25 points.

The captured homepage HTML contains 638 content words; completeness is not assessed.

Passes.

Penalty: 0 of 25 points.

robots.txt allows every known search and user-fetch crawler to reach the homepage.

Passes.

Penalty: 0 of 10 points.

The homepage is served over HTTPS and returns HTTP 200.

Passes.

Penalty: 0 of 3 points.

The homepage provides both a non-empty title and meta description.

Passes.

Penalty: 0 of 3 points.

The homepage is reached in 0 redirects.

Passes.

Penalty: 0 of 3 points.

The homepage reached a plain crawler in 209 ms.

Agent capabilities

0 of 10 · no points

Each one found adds +1 to the badge.

Not applicable.

Adds +1 to the badge when found.

No API catalog published.

Not applicable.

Adds +1 to the badge when found.

No /auth.md published.

Not applicable.

Adds +1 to the badge when found.

No AI Catalog published, so no MCP server card can be discovered.

Not applicable.

Adds +1 to the badge when found.

No A2A Agent Card at /.well-known/agent-card.json, and none listed in an AI Catalog.

Not applicable.

Adds +1 to the badge when found.

No usable Agent Skills index was found at either well-known path or in the AI Catalog.

Not applicable.

Adds +1 to the badge when found.

No WebMCP declarations were found in the collected HTML or inline scripts. External scripts were not inspected.

Not applicable.

Adds +1 to the badge when found.

No Web Bot Auth key directory at /.well-known/http-message-signatures-directory.

Not applicable.

Adds +1 to the badge when found.

No HTTP 402 payment challenge on the homepage or robots.txt, and no manifest at /.well-known/x402.

Not applicable.

Adds +1 to the badge when found.

No ACP discovery declaration established at /.well-known/acp.json.

Not applicable.

Adds +1 to the badge when found.

No UCP discovery declaration established at /.well-known/ucp.

Access & usage policy

Who can read this page, and for what purpose?

GoodForBotsBot received HTTP 200 via a direct request. No indexing restriction was observed in the supported homepage directives.

Sampled URL: https://www.opensourcefeed.org/

Declared crawling rules

No matching refusal for this URL was found for the listed identities.

Sources and scope: declared crawling rules
  • Declared allow · Scan admission

    • GoodForBotsBot/1.0 (+https://goodforbots.com/bot)

    The recorded robots admission decision allowed our crawler to proceed.

    GoodForBotsBot admission along the homepage request chain

    https://www.opensourcefeed.org/

    robots.txt is present and valid

  • Declared allow · robots.txt

    • goodforbotsbot (Site diagnostics)
    • * (Default robots group)
    • oai-searchbot (ai-search)
    • claude-searchbot (ai-search)
    • perplexitybot (ai-search)
    • mistralai-index (ai-search)
    • kimi-searchbot (ai-search)
    • amzn-searchbot (ai-search)
    • meta-webindexer (ai-search)
    • exasearchbot (ai-search)
    • aiwebindex (ai-search)
    • duckassistbot (ai-search)
    • shapbot (ai-search)
    • yandexadditional (ai-search)
    • yandexadditionalbot (ai-search)
    • gptbot (ai-training)
    • claudebot (ai-training)
    • mistralai-training (ai-training)
    • kimibot (ai-training)
    • ai2bot (Unknown)
    • applebot-extended (ai-training)
    • webzio-extended (ai-training)
    • chatgpt-user (user-fetch)
    • claude-user (user-fetch)
    • perplexity-user (user-fetch)
    • mistralai-user (user-fetch)
    • kimi-user (user-fetch)
    • amzn-user (user-fetch)
    • diffbot-user (user-fetch)
    • firecrawlagent (extraction)
    • webzio (extraction)
    • meta-externalfetcher (user-fetch, agent)
    • google-extended (ai-training, grounding)
    • meta-externalagent (ai-training, product-improvement)
    • amazonbot (ai-training, product-improvement)
    • ccbot (open-dataset, ai-training)
    • googlebot (search)
    • bingbot (search)

    No matching refusal for this URL in the applicable robots group. This is a declaration, not an access test.

    Acquisition of https://www.opensourcefeed.org/

    https://www.opensourcefeed.org/robots.txt

    robots.txt is present and validStates a position on AI crawlersAllows search and user-fetch crawlers

Observed access

GoodForBotsBot received HTTP 200 via a direct request.

Sources and scope: observed access
Coverage and interpretation
  • Crawler coverage includes the registered identities and up to 50 user-agent entries from robots.txt. Source excerpts and detail groups are bounded; omissions are labelled.
  • Observed access describes GoodForBotsBot only. Other crawler entries describe declared rules, not tests of those operators' access.
  • Coverage is the sampled homepage response and collected robots.txt files. No indexing or citation is guaranteed. Usage preferences are declarations, not a legal determination of permission.
  • This explanation adds no points or penalties. Any score effects belong to the linked checks.
  • AIPREF and Content Signals keep their own definitions. AIPREF search can include processing used exclusively for search; training preferences are not a blanket ruling on every search process.

In its category

12th of 16 in Directories & Aggregators

Whole category →
  1. 1SwipeToLaunchswipetolaunch.com
  2. 2SaaS Cubessaascubes.com
  3. 12OpenSourceFeed · this reportopensourcefeed.org

The prompts above would take OpenSourceFeed to 81, 3rd in its category.

To the prompts ↑

Category average 60. The percentile appears once the catalogue holds a few hundred sites.

Scanned

Site profile

Login
Not established
API
Not established
Commerce
Not established

It decides which conditional checks apply. “Not established” means no proof in what we read, not proof of absence.

Scan details

Every scan is kept. Pro draws the history as a chart →

Scanned
6 Oct 2026
Rubric
0.9.0
Requests
22
Fetched
422.3 KB
Took
16.1 s
Homepage
209 ms · direct
Pages read
4
robots.txt
allowed
Which pages the scan read

The homepage and up to three pages from the sitemap and homepage links. Structured data, page structure, Markdown negotiation and typed links check each page read and take the median page; other checks read the homepage.

  • Homepagealways read
  • /gnome-51-a-coruna-release/article · linked from the homepage · read
  • /blog/collection · linked from the homepage · read
  • /audacity-4-0-release/linked from the homepage · read

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