BOZOS
Actively maintained
- Is it safe? We have not read the data policy of BOZOS yet. Read it on the official site before you upload anything.bozos.si ↗
- Is it free? We have not read the prices of BOZOS yet; they are next in our queue. Until then, the official site has them.bozos.si ↗
- What else does this?
Crawl Readinessfree
ToolTracefree
Agent Experience AnalyticsfreeSee ↓
not read yet
Use
- For
- AI agents and their operators who need to confirm that cited sources contain the quoted text before relying on them
- Activity
- Actively maintainedsite updated 13 days ago
- How it runs
- API
- Used for
- check that a cited link contains the quoted passage
- read a public web page or PDF as source text
- check up to ten citations in one call
- Has an MCP server (1 in the registry)public registry →
- Publishes llms.txt, a file written for AI assistantsbozos.si ↗
Price not read
- MCP serversi.bozos/bozosverified in the MCP registry
- Stateanswers, 9 toolschecked 2026-10-28
- Address to connectbozos.si/api/mcp
- OpenAPI spec25 pathsthe spec ↗
- MCP docsbozos.si/tools/mcpthe vendor's page ↗
This card as JSON, for your agent →
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
Figure and bar: visits/mo, estimate · year: online since
- #1

Crawl Readiness
Checks whether AI crawlers can fetch a site, then generates robots.txt, llms.txt and JSON-LD fixes and monitors AI search citations.
27 linking domainsActiveFrom $29/mo - #2

ToolTraceMCP · open
Runs free web checks such as email verification, page scraping, SEO inspection and link extraction, with matching APIs.
10ActiveFrom $9.50/mo - #3

Agent Experience AnalyticsMCP · sign-in
Logs how AI crawlers and agents read and act on a website, and publishes structured page actions for agents to call.
2ActiveFrom $20/mo - #4

CitedByMCP · open
Crawls your site and lists AI search and crawler access problems, each with a ready-to-paste fix.
Little sign of useActiveFrom ≈ $10 once - #5

FrontshelfMCP · sign-in
Crawls your live site for SEO problems and hands each one to a coding agent to fix, then rechecks the live pages.
Little sign of useActive
Not it? Say what you need
betaThree tools from the Atlas for the job you describe, each with what fits and what does not.
No notes yet. What do you use BOZOS for?
Sign in to leave a noteWhat is BOZOS?
Lists AI crawlers with their robots.txt and opt-out behaviour, and offers small tools that check robots.txt paths and identify bot user agents. It is listed in the Atlas under Data.
Who is BOZOS for?
AI agents and their operators who need to confirm that cited sources contain the quoted text before relying on them
Do people use BOZOS?
Little sign of use.
Is BOZOS still maintained?
Actively maintained: site updated 13 days ago.
What are alternatives to BOZOS?
In Data, by use: Crawl Readiness, ToolTrace, Agent Experience Analytics, CitedBy, Frontshelf.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk
Cookies
Before we count this visit
Analytics and ad measurement tell us which pages and which of our ads do their job: Google Analytics and Google Ads, the Meta pixel, Yandex Metrica, and one first-party id of our own. Nothing is stored until you answer, and declining changes nothing about the site.