Read-only facts on CFO+: 138 business activities, model questions, pricing, how numbers are made.
Scored across 8 tools
Most tools have clearly distinct purposes: lookup (find_activity), detail (activity_details), retrieval (fetch, search), and static content (pricing, get_started, services_after_the_model, how_the_numbers_are_made). The only real fuzziness is between search and find_activity (both surface activities) and between fetch and activity_details (both can return activity content), but the descriptions make the intended split reasonably clear.
Casing is uniformly snake_case, but the conventions are mixed: imperative verb_noun tools (find_activity, get_started) sit alongside bare verbs (search, fetch) and pure noun phrases (pricing, activity_details, services_after_the_model, how_the_numbers_are_made). Names are readable and descriptive, just not a single predictable pattern.
Eight tools is well within the healthy range and each maps to a distinct facet of the CFO+ content surface (discovery, retrieval, pricing, services, methodology, onboarding). No filler or redundant tools are apparent.
The surface covers discovery, detail, full-text fetch, pricing, services, methodology and sign-up links, which matches the apparent purpose of exposing cfoplus.ai content to an agent. Minor gaps exist: no direct enumeration of the 11 sectors or 138 activities, and no dedicated FAQ or Academy content tool beyond what search happens to index.
The questions CFO+ asks for one activity (its drivers), what it sells (revenue lines) and its cost items — names only, as shown on cfoplus.ai. Also the input sections every model asks whatever the activity (team and salaries, monthly fixed costs, assets, funding, taxes), worded as on the inputs screen.
Inputs: activity_key (required), lang.
Fetch the full text of one search result by its id (activity:…, page:…, faq:…).
Inputs: id (required). Returns: id, url, text, title, +1 more
Find the CFO+ activity (of 138, in 11 sectors) that matches a business description, e.g. "عيادة أسنان" or "coffee shop". Returns keys to use with activity_details.
Inputs: query (required), lang, limit.
Links to start a free model (three fields: name, email, password), download a finished sample model, or book an AI FP&A demo.
Inputs: lang, activity_key.
How CFO+ produces its figures: fixed engines, AI explains and never generates, provisional values with sources, and what the checks do and do not mean.
Inputs: lang.
CFO+ plans and prices as published on cfoplus.ai, the launch offer, the refund guarantee, AI FP&A and the Academy.
Inputs: lang.
Search CFO+ published content: the 138 activities (questions, revenue lines, cost items), plans and prices, services after the model, how figures are made, and the site's FAQ. Returns ids for fetch.
Inputs: query (required). Returns: results
The fifteen services that read the same financial model (funding, valuation, files, analysis, follow-up, opportunities), in five families.
Inputs: lang.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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