com.aiimplementationcost/site
https://aiimplementationcost.com/mcp ↗
Description
AI Implementation Cost: the site's own MCP server — calculator, enquiry (enquiry = a human...
What our measurements say
com.aiimplementationcost/site is a remote MCP server published at aiimplementationcost.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 857 ms, a delay an agent will notice. It offers a narrow, focused set of 5 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
- submit_enquiry clearly states it's not a purchase or guaranteed quote, ensuring user transparency.
- calculate tool mentions default values for missing inputs, aiding usability.
Weaknesses
- Tool names like 'calculator_describe' and 'calculate' are too similar, risking confusion.
- Descriptions often omit usage scenarios, focusing only on functionality.
- Parameters in 'calculate' are all optional, making required vs. optional unclear.
- Enquiry-related tools have vague names (e.g., 'enquiry_describe') that don't clearly explain their purpose.
calculator_describe— Name and description don't clearly indicate when to use it.calculate— All parameters are marked as optional, obscuring required inputs.enquiry_describe— Name is non-descriptive and doesn't clarify its purpose.enquiry_fields— Name is vague and lacks explicit function explanation.submit_enquiry— The 'answers' parameter is an ambiguous object without specific details.
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 183ms → warm 185ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
calculator_describeThe inputs this calculator takes (with units, ranges and defaults), the outputs it returns, and the assumptions and tables behind it.
calculateRun the AI implementation cost model calculator: Data preparation; Integration; Change and training; Year one total. Missing inputs fall back to their documented defaults.
licencenumberdataMultnumberintMultnumberpeoplenumberchangePernumberrunPctnumberhoursSavednumberhourCostnumber
enquiry_describeRead first. States plainly what submit_enquiry does on AI Implementation Cost: it starts an enquiry with human providers who quote directly. Nothing is bought, ordered or paid; no quote is guaranteed; it is free. Also returns who receives the details, the consent wording, and how the person confirms.
enquiry_fieldsEvery field of the AI Implementation Cost enquiry: key, label, type, whether required, help text and the allowed options where there are any. Pass answers to submit_enquiry keyed by field key.
submit_enquirySubmits an enquiry to AI Implementation Cost — NOT a purchase, NOT a guaranteed quote. Step 1: call with the answers (keyed by field key from enquiry_fields) and consent=true; it validates and returns a summary, the consent line and a confirmation token — show the person the summary and the consent line. Step 2: only if the person agrees, call again with the same answers, consent=true and the confirmation token; the enquiry is then submitted, and the person receives an email with a link they must click before any provider sees it. Consent means the person has read and agreed to: "Happy for my details to go to AI implementation partners, who'll contact me directly."
answersobjectrequiredconsentbooleanrequiredconfirmationstring
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
Get your badge
Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/com-aiimplementationcost-site)<a href="https://mcpmetrics.io/servers/com-aiimplementationcost-site"><img src="https://mcpmetrics.io/badge/com.aiimplementationcost/site/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
Sign up free to seeSimilar MCP servers
The catalog entries whose name and description are closest to this one, found with the same index the search box uses.
- nz.co.employeecostcalculator/siteemployeecostcalculator.co.nz
Employee Cost Calculator NZ: the site's own MCP server — calculator, enquiry (enquiry = a human...
- com.texassolarcostcalculator/sitetexassolarcostcalculator.com
Texas Solar Cost Calculator: the site's own MCP server — calculator, enquiry (enquiry = a human...
- com.floridasolarcostcalculator/sitefloridasolarcostcalculator.com
Florida Solar Cost Calculator: the site's own MCP server — calculator, enquiry (enquiry = a...
- com.californiasolarcostcalculator/sitecaliforniasolarcostcalculator.com
California Solar Cost Calculator: the site's own MCP server — calculator, enquiry (enquiry = a...
- com.arizonasolarcostcalculator/sitearizonasolarcostcalculator.com
Arizona Solar Cost Calculator: the site's own MCP server — calculator, enquiry (enquiry = a...
- uk.co.carimportcalculator/sitecarimportcalculator.co.uk
Car Import Calculator: the site's own MCP server — calculator, enquiry (enquiry = a human...
Comments
Sign in to write a comment
No comments yet. Be the first.