Tools that try to answer "how much will we actually close this quarter" - CRM-native ML forecast engines (BoostUp/Terret, Aviso, Kluster) sold sales-led and quote-only, incentive-comp platforms that tie forecast risk to rep behavior (Xactly, Varicent), FP&A tools that model revenue top-down as one planning use case among several (Vareto, Cube Software, Pigment, Anaplan), and forecasting bolted onto core CRMs for free (Salesforce, HubSpot). The tension: almost every vendor in this category quotes a specific forecast-accuracy percentage with no published methodology behind a demo-request wall, and a real, self-serve MCP server is the exception rather than the rule - Pigment and Cube Software are the only two found here with one. 13 of 33 entries in this category are reachable by an agent: 3 through a server the vendor maintains and 10 through one somebody else built. The category is tagged most often with Read the pipeline forecast. See the full category page.
No server found, or the check could not settle it. Same category, not reachable by an agent today.
The jobs most often tagged on the 17 tagged entries in this category.
Counted 2026-09-27 from directory.json and reconciled against tools_recount.py. Nothing on this page is hand maintained: it is a filter over the same 1,252 entries the rest of the site is built from. Ordered by the published rule: official MCP first, then community, then unknown, then n/a, then none-found; within each band gate order is free, paid, enterprise-leaning, enterprise-only, unknown; then alphabetical by name. Computed, never curated, never purchasable.