Saaskly: B2B software reviews and comparisons
Description
Read-only tools over Saaskly's B2B software reviews: rankings, pricing, comparisons. Public.
What our measurements say
Saaskly: B2B software reviews and comparisons is a remote MCP server published at saaskly.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 653 ms, a delay an agent will notice. It offers a narrow, focused set of 8 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 names are descriptive and indicate their primary function.
- Parameters are well-defined with clear types and required fields.
Weaknesses
- Some descriptions are brief and do not explicitly state use cases (e.g., 'search')
- Potential overlap between 'search' and 'list_providers' may confuse agents.
- No explicit error handling or constraints mentioned in tool descriptions.
list_categories— Parameter 'includeEmpty' lacks context on its impact on output.compare_providers— Array parameter 'slugs' lacks constraints on maximum items or format.get_page— Tool name is generic; description clarifies but could be more explicit.
Verdict
Event narrative
Risk: low
Advice
Schema 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 44ms → warm 44ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
list_categoriesList the software categories Saaskly covers, with slugs and how many providers are ranked in each.
includeEmptyboolean
list_providersRanked providers in a category with editorial score (0–5), one-line summary, entry price and partner disclosure.
categorystringrequiredlimitinteger
get_providerFull review of one provider as Markdown: verdict, pros/cons, month-to-month and annual pricing, spec sheet, disclosure.
categorystringrequiredslugstringrequired
compare_providersSide-by-side comparison table (Markdown) for a category, optionally limited to given provider slugs.
categorystringrequiredslugsarray
searchSearch providers and articles by keyword (name, summary, title). Returns matches with links and .md mirrors.
querystringrequired
list_articlesPublished comparison articles and buying guides, optionally filtered by category.
categorystring
get_articleOne article as Markdown (section = comparisons | guides | reviews | news | opinion).
sectionstringrequiredslugstringrequired
get_pageA policy/about page as Markdown: editorial-policy (scoring method), ai-transparency, about, advertise, terms, privacy-policy, cookie-policy, contact.
slugstringrequired
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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