Kashif
Description
Scores a website's online presence 0-100 and lists the top issues to fix. English/Arabic.
What our measurements say
Kashif is a remote MCP server published at kashifaudit.com. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 3,069 ms, a delay an agent will notice. It offers a narrow, focused set of 1 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool name and description clearly indicate online presence auditing functionality
- Required parameters (url, email) are logically identified
Weaknesses
- Tool name 'scan_website' lacks specificity compared to more descriptive alternatives
- Description contains incomplete sentences and lacks clear use-case boundaries
- Parameter documentation doesn't specify allowed value formats or constraints
- No error handling or validation information is provided
scan_website— Name lacks specificity for audit purposescan_website— Description contains incomplete sentencesscan_website— Parameters lack value format specificationsscan_website— No error handling documentation
Verdict
Event narrative
Sign up free to generateSchema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 32ms → warm 33ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
scan_websiteScore how well a business shows up online, out of 100, and name what is hurting it most. Give it a website (and an email to send the full report to) and it runs Kashif's audit of the business's online presence: whether customers can find them in search, whether AI assistants can read and recommend them, how fast the site feels on a phone and the first impression it makes, how trustworthy it looks, and how easy the business is to reach (WhatsApp, phone, a contact form). Returns a 0-100 score with the top issues to fix first. Use it whenever someone asks to audit, check, review, grade or improve a company's website or online presence. This starts a live scan and creates a lead for the Kashif team, who follow up with the full written report by email.
urlstringrequiredemailstringrequirednamestringlanguagestring
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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