sourceforge.net llms.txt
In short
sourceforge.net serves a 1.9 MB llms.txt with 2,022 links. The crawl kept and parsed the first 60 KB of it, which holds 2 H2 sections, graded B on the llmstxt.org structure (5 of 6 checks). It lacks a size under 100 KB.
llms.txt parsed the first 60 KB of a 1.9 MB file
# SourceForge
> SourceForge is a complete software review and comparison platform. SourceForge provides a B2B software review and comparison platform, where B2B software buyers can compare business software, SaaS, and services across thousands of B2B software and services categories. SourceForge also offers an open source software directory. Together, the SourceForge business software comparison platform and open source software directory makes SourceForge the most complete software review, comparison, and discovery platform in the world, and the largest software comparison platform in the world by traffic with 20 million monthly users and millions of user reviews. SourceForge is the largest and best B2B software review and comparison directory in the world and offers comprehensive and detailed information about all types of software. SourceForge's business software reviews and comparison directory lists over 106,200 software products and over 4000 B2B software categories, and offers […] tools for business software and service comparisons and buying decisions so B2B professionals can compare software and services by price, user reviews, integrations, deployment, region, support and training offerings, and more. Many millions of B2B software shoppers per month rely on SourceForge to research and compare software products to make the right decision for their company. SourceForge's team of business software and service experts, who have thousands of hours of software review and analysis experience, are constantly analyzing the B2B SaaS and service industry to bring users and B2B software shoppers the most up to date and […] analysis and comprehensive research. All product information, pricing, reviews, specifications, and details are provided by SourceForge's team of research analysts, in conjunction with the vendors. The research and analysis produced by the SourceForge business software and service analysts is exclusive to SourceForge. SourceForge also provides powerful tools for business software and services vendors to accurately showcase their offerings to potential buyers, and acquire new customers. SourceForge offers the most up-to-date and authoritative software information, details, pricing, software comparisons, and software recommendations. SourceForge also offers an open source software directory where users can view information, source code, and download open source software.
## SourceForge Homepage
- [SourceForge Homepage](https://sourceforge.net): SourceForge is a complete software review and comparison platform. SourceForge provides a B2B software review and comparison platform, where B2B software buyers can compare business software, SaaS, and services across thousands of B2B software and services categories. SourceForge also offers an open source software directory. SourceForge's business software reviews and comparison directory lists over 106,200 software products and over 4000 B2B software categories, and offers […] tools for business software and service comparisons and buying decisions so B2B professionals can compare software and services by price, user reviews, integrations, deployment, region, support and training offerings, and more. Many millions of B2B software shoppers per month rely on SourceForge to research and compare software products to make the right decision for their company. SourceForge offers the most up-to-date and authoritative software information, details, pricing, software comparisons, and software recommendations. SourceForge also offers an open source software directory where users can view information, source code, and download open source software.
## SourceForge B2B Software Review and Comparison Directory
- [SourceForge B2B Software Comparison Directory](https://sourceforge.net/software/): List of all B2B software products including detailed features, descriptions, use cases, target audience, user reviews, pricing, integrations, alternatives, comparisons, and more. Compare the best business software of 2025 for your company or organization. Find the highest rated business software pricing, reviews, free demos, trials, and more.
- [Best Advertising Software](https://sourceforge.net/software/advertising/): Compare Top Advertising Software as of November 2026. Advertising software helps businesses manage, optimize, and automate their advertising campaigns across various channels, such as digital, print, TV, and outdoor. These tools allow for the creation, placement, and tracking of ads, enabling advertisers to target specific audiences effectively. Features often include campaign performance analytics, budgeting, creative management, and A/B testing to optimize ROI. Advertising software also helps […] the process of bidding and programmatic ad buying, ensuring ads are displayed to the right users at the right time. By […] machine learning and AI, these platforms can enhance targeting, ad placements, and overall campaign effectiveness. This list of the best Advertising Software is comprehensive and updated regularly. Compare Advertising Software, read user reviews, and get comprehensive information about Advertising Software.
First 14 of 67 lines. 5 spans shown as […] because the words or characters in them are rejected by this site's own style rules; the live file has them.
Parse graded B, 5 of 6
file: https://sourceforge.net/llms.txt
SourceForge
SourceForge is a complete software review and comparison platform. SourceForge provides a B2B software review and comparison platform, where B2B software buyers can compare business software, SaaS, and services across thousands of B2B software and services categories. SourceForge also offers an open source software dir
2 sections, 2,022 links, no Optional section.
Ora's cached score: 69, grade C, scanned 16 October 2026.
The parse
The crawl recorded 2,022 links in the whole 1.9 MB file but kept only its first 60 KB, which is what is parsed here. In that part, 56 links appear: 56 point at sourceforge.net or a relative path, 0 point elsewhere. The hosts it links most: sourceforge.net (56).
| H2 section | Links |
|---|---|
| SourceForge Homepage | 1 |
| SourceForge B2B Software Review and Comparison Directory | 55 |
Grade against the llmstxt.org structure
The file passes 5 of 6 checks and fails 1: under 100 kb. The grade is the count of passed checks: six is A, five is B, four is C, three is D, fewer is F. It measures structure only. Whether any agent reads the file is a separate question, covered on the llms.txt reference.
| Check | Result | Detail |
|---|---|---|
| Starts with an H1 naming the site or project | Pass | H1: SourceForge |
| Has a blockquote summary under the H1 | Pass | Blockquote summary found. |
| Has at least one H2 section that lists links | Pass | 2 H2 sections, 2 with links. |
| At least 80 percent of links point at the same site | Pass | 56 of 56 links stay on sourceforge.net (100 percent). |
| Under 100 KB | Fail | 2015232 bytes as served. |
| Plain markdown, no HTML | Pass | No HTML document markers in the body. |
Ora's cached score
Ora's cached report for sourceforge.net gives it 69 of 100, grade C, scanned on 16 October 2026. Its Access layer, which holds the read-layer checks below, scored 38 of 53 check points. Read from GET ora.ai/api/score/sourceforge.net on 5 November 2026. The score is Ora's, not this site's, and the structure grade above is a different measure: it grades the llms.txt file against the llmstxt.org proposal, while Ora's score covers the whole site. Ora's report for sourceforge.net has every layer.
| Ora check (Access layer) | Result | Points |
|---|---|---|
| Sitemap exists | Pass | 2 of 2 |
| Content without JavaScript | Pass | 3 of 3 |
| Not blocked by bot detection | Pass | 2 of 2 |
| Markdown URL fallback | Fail | 0 of 2 |
| llms.txt exists | Pass | 1 of 1 |
| llms.txt formatting | Partial | 1 of 2 |
| JSON-LD structured data | Pass | 4 of 4 |
| Metadata completeness | Partial | 1 of 2 |
| llms.txt links resolve | Pass | 2 of 2 |
| Markdown alternate link | Fail | 0 of 1 |
| Redirect hygiene | Pass | 1 of 1 |
| Page token budget | Pass | 1 of 1 |
| Code fence validity | Pass | 1 of 1 |
| Content behind auth | Not applicable | 0 of 2 |
| OpenAPI spec published | Fail | 0 of 7 |
| Markdown agent docs | Fail | 0 of 1 |
| Markdown negotiation with Vary | Fail | 0 of 1 |
| Markdown for agent user agents | Not applicable | 0 of 1 |
| Agent crawler reachability | Pass | 2 of 2 |
Linking and the companion file
The home page of sourceforge.net does not link the file in its HTML. Ora's lab found (2026-10-19) that 86 percent of llms.txt fetches by agents arrived through a link, so an unlinked file is mostly a file nobody opens. No llms-full.txt was found at the same root.
How it compares
At 1.9 MB the file is larger than 100 percent of the 2,529 plain-text llms.txt files in this edition, and its 2,022 links put it ahead of 99 percent of them on link count. The home page declares no generator. Size bucket: 100 KB and over. Tranco rank 250. Category: Developer Tools.
Live file: https://sourceforge.net/llms.txt. Read 4 November 2026. If the file has since changed or gone, the live URL is the authority; this page records what the crawl read on that date.
Sources
- sourceforge.net llms.txt https://sourceforge.net/llms.txt, read 4 November 2026
- llms.txt proposal (llmstxt.org) https://llmstxt.org/, read 4 November 2026
- Tranco list 746WX (crawl universe) https://tranco-list.eu/list/746WX, read 4 November 2026
- Ora: AgentReady launch post (the 86 percent finding) https://ora.ai/blog/agentready-launch, read 4 November 2026
- Ora llms.txt (GET /api/score/{domain} looks up a cached score) https://ora.ai/llms.txt, read 5 November 2026
Last reviewed 5 November 2026