# Forecasting & Revenue: 33 tools, 3 with an official MCP server > Tools that try to answer "how much will we actually close this quarter" - CRM-native ML forecast... 33 tools counted, 3 with an official MCP server and 1 free to start. *Markdown twin of the HTML page at the same path. Same content, no navigation, no styling, no scripts. Links below point at other twins. Site map for machines: [llms.txt](../llms.txt). The whole dataset: [directory.json](../data/directory.json).* *Maintained by Andrew McGuire (https://andrewcmcguire.com), who also publishes https://gtmsignals.co and https://justsaid.ai.* --- [Directory](../index.md) / [By category](index.md) / Forecasting & Revenue **12 · forecasting-revenue** ## Forecasting & Revenue 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. - **entries in this file**: 33 - **Official MCP**: 3 - **Community MCP**: 10 - **MCP unknown**: 1 - **No MCP found**: 19 - **ship a CLI (official) as of 2026-09-27**: 3 - **Free to start**: 1 - **Paid, self-serve**: 3 - **Enterprise only**: 13 - **Gate unknown**: 16 Source file: 12-forecasting-revenue.md · content sha256 c397e36d8d02fca9... · counts reconciled against tools_recount.py at build time. - [The 13 with an MCP server](../lists/mcp-forecasting-revenue.md) - [Read the pipeline forecast](../jobs/read-pipeline-forecast.md) - [Model a revenue plan](../jobs/model-revenue-plan.md) - [Extract deal signals from calls](../jobs/extract-deal-signals-from-calls.md) - [Write CRM records](../jobs/write-crm-records.md) - [Cube Software](../tools/cube-software.md) cubesoftware.com Spreadsheet-native FP&A planning and reporting platform for finance teams; revenue-scenario modeling is one supported use case rather than a dedicated CRM-native sales-forecasting product. [Official MCP](../mcp/official.md) · [Paid, self-serve](../gates/paid.md) - [Anaplan (PlanIQ / Anaplan Forecaster)](../tools/anaplan.md) anaplan.com Connected-planning platform whose AI forecasting engine - originally branded PlanIQ, now superseded by "Anaplan Forecaster" (launched October 2025) - generates time-series demand/sales/revenue forecasts that... [Official MCP](../mcp/official.md) · [Enterprise only](../gates/enterprise-only.md) - [Pigment](../tools/pigment.md) pigment.com AI-native enterprise business-planning (EPM) platform used across finance, sales, HR, and supply chain; GTM-relevant use cases include capacity, territory, and quota planning and revenue-growth-management... [Official MCP](../mcp/official.md) · [Enterprise only](../gates/enterprise-only.md) - [Andru Revenue Intelligence](../tools/andru-revenue-intelligence.md) andru.ai Revenue intelligence for SaaS founders: ICP scoring, persona profiling, competitive positioning. [Community MCP](../mcp/community.md) · [Gate unknown](../gates/unknown.md) - [Artefact Revenue Intelligence MCP](../tools/artefact-revenue-intelligence-mcp.md) github.com Revenue intelligence MCP server: RFM analysis, 14.5-point ICP scoring, pipeline health scoring. Embeds Artefact Formula methodology. HubSpot integration. - artefactventures/artefact-mcp-server [Community MCP](../mcp/community.md) · [Gate unknown](../gates/unknown.md) - [CompCode MCP](../tools/compcode-mcp.md) compcode.ai The first commission platform where plans are created, modified, and versioned via API. Statements your team trusts. Plan changes in minutes, not weeks. [Community MCP](../mcp/community.md) · [Gate unknown](../gates/unknown.md) - [Data Parrot AI Revenue Analyst](../tools/data-parrot-ai-revenue-analyst.md) api-v3.dataparrot.ai Data Parrot brings AI revenue analysis of your HubSpot data into your AI tools. [Community MCP](../mcp/community.md) · [Gate unknown](../gates/unknown.md) - [GenPark Deal Velocity Skill](../tools/genpark-deal-velocity-skill.md) genpark.ai Conversational B2B deal velocity scoring engine skill for AI agents. [Community MCP](../mcp/community.md) · [Gate unknown](../gates/unknown.md) - [OneHQ Commissions Calculator](../tools/onehq-commissions-calculator.md) onehq.com OneHQ brings CRM, commissions, case management, and reporting together in one place, so insurance teams can reduce busy work, help more clients, and scale. [Community MCP](../mcp/community.md) · [Gate unknown](../gates/unknown.md) - [Phos Analytics Engine](../tools/phos-analytics-engine.md) ae.phos.nz Sales analytics, ML forecasting, customer segmentation, and trend analysis. [Community MCP](../mcp/community.md) · [Gate unknown](../gates/unknown.md) - [Phos Analytics Engine MCP](../tools/phos-analytics-engine-mcp.md) analytics.phos.nz AI analytics - sales analysis, ML forecasting, customer segmentation. [Community MCP](../mcp/community.md) · [Gate unknown](../gates/unknown.md) - [RevenueOS by unempyd](../tools/revenueos-by-unempyd.md) unempyd.github.io RevenueOS finds opportunities, executes approved revenue work, and measures what happened. Self-hosted, MIT-licensed, and proven on a real business run - see the evidence. [Community MCP](../mcp/community.md) · [Gate unknown](../gates/unknown.md) - [StratoForce AI Revenue Intelligence](../tools/stratoforce-ai-revenue-intelligence.md) stratoforce-mcp.stratoforce.workers.dev 15 AI revenue intelligence tools for Salesforce - pipeline, deals, coaching, competitors. [Community MCP](../mcp/community.md) · [Gate unknown](../gates/unknown.md) - [Xactly](../tools/xactly.md) xactlycorp.com Revenue platform combining incentive-compensation management (Xactly Incent) with pipeline/revenue forecasting (Xactly Forecast), using compensation-plan and rep-behavior data as a forecasting input. [MCP unknown](../mcp/unknown.md) · [Enterprise only](../gates/enterprise-only.md) - [Pipedrive (AI Sales Assistant / forecasting)](../tools/pipedrive.md) pipedrive.com Pipedrive's built-in AI-driven forecasting layer - not a separately branded "Insights" product, but the CRM's AI Sales Assistant plus probability-weighted pipeline forecasting math. See 06-revops-infra.md for... [No MCP found](../mcp/none-found.md) · [Free to start](../gates/free.md) · Cross listed, canonical home is RevOps Infra - [Forecastio](../tools/forecastio.md) forecastio.ai AI sales-forecasting and pipeline-intelligence platform built for HubSpot and Salesforce users, applying machine learning, time-series models, and weighted-pipeline methods to predict a forecast range (best... [No MCP found](../mcp/none-found.md) · [Paid, self-serve](../gates/paid.md) - [HubSpot (AI Forecasting)](../tools/hubspot.md) hubspot.com HubSpot's forecasting tool inside Sales Hub/Service Hub, turning pipeline data into revenue predictions via weighted-pipeline calculations plus an "AI forecasting" layer shown in-product. See... [No MCP found](../mcp/none-found.md) · [Paid, self-serve](../gates/paid.md) · Cross listed, canonical home is RevOps Infra · CLI: hs - [Aviso](../tools/aviso.md) aviso.com AI revenue operations platform combining pipeline forecasting, conversation/deal intelligence, and agentic workflow automation for sales, RevOps, and customer success teams. [No MCP found](../mcp/none-found.md) · [Enterprise only](../gates/enterprise-only.md) - [BoostUp (rebranded: Terret)](../tools/boostup.md) terret.ai AI revenue-intelligence and pipeline-forecasting platform that ingests CRM, email, call, and calendar data to produce forecasts and deal-risk scores, plus (post-rebrand) automated GTM workflow agents. [No MCP found](../mcp/none-found.md) · [Enterprise only](../gates/enterprise-only.md) - [Ebsta](../tools/ebsta.md) ebsta.com Revenue-intelligence add-on for Salesforce/HubSpot that syncs email and calendar activity into the CRM and layers on relationship scoring, conversation capture, and pipeline forecasting. [No MCP found](../mcp/none-found.md) · [Enterprise only](../gates/enterprise-only.md) - [Gong Forecast](../tools/gong-forecast.md) gong.io A licensed add-on module (separate from the base Gong Foundation license, with a lighter "Forecast Essentials" tier bundled into Gong's Deal Execution package) that turns Gong's conversation-intelligence... [No MCP found](../mcp/none-found.md) · [Enterprise only](../gates/enterprise-only.md) - [Kluster](../tools/kluster.md) kluster.com AI-native revenue forecasting and revenue-analytics platform for mid-market to enterprise SaaS companies - plugs into the CRM, ingests historical performance and activity data, and produces AI/statistical... [No MCP found](../mcp/none-found.md) · [Enterprise only](../gates/enterprise-only.md) - [Mediafly (Intelligence360, formerly InsightSquared)](../tools/mediafly.md) mediafly.com Combined revenue-enablement and revenue-intelligence platform; the InsightSquared product (acquired January 2022) is now folded into "Mediafly Intelligence360," providing deal inspection, pipeline forecasting,... [No MCP found](../mcp/none-found.md) · [Enterprise only](../gates/enterprise-only.md) · CLI: extension-cli - [Revenue.io](../tools/revenue-io.md) revenue.io Salesforce-native AI-guided-selling platform whose forecasting product reads live Salesforce opportunity data to produce automatic rep/manager/VP forecast roll-ups without CSV exports or manual sync. [No MCP found](../mcp/none-found.md) · [Enterprise only](../gates/enterprise-only.md) - [Salesforce Einstein Forecasting](../tools/salesforce-einstein-forecasting.md) salesforce.com Sales Cloud's AI forecasting feature, analyzing past opportunities, account history, and activities plus rep win-rates to generate revenue predictions with confidence ranges. See 06-revops-infra.md for... [No MCP found](../mcp/none-found.md) · [Enterprise only](../gates/enterprise-only.md) · CLI: sf - [Vareto](../tools/vareto.md) vareto.com FP&A / financial-planning platform for finance teams (budgeting, headcount planning, driver-based modeling, cash-flow forecasting) that lists "Sales Revenue Forecasting" and "Capacity Planning" as one of... [No MCP found](../mcp/none-found.md) · [Enterprise only](../gates/enterprise-only.md) - [Varicent](../tools/varicent.md) varicent.com Enterprise sales-performance-management (SPM) platform covering incentive compensation, quota setting, territory design, pipeline management, and revenue forecasting in one suite. [No MCP found](../mcp/none-found.md) · [Enterprise only](../gates/enterprise-only.md) - [Compgun](../tools/compgun.md) compgun.com Sales commission software that grows revenue. [No MCP found](../mcp/none-found.md) · [Gate unknown](../gates/unknown.md) - [Forecastable](../tools/forecastable.md) forecastable.com Forecastable transforms partnerships into co-sell engines your CRO can forecast, your CFO can defend, and your CEO can scale. Live in 30 days. [No MCP found](../mcp/none-found.md) · [Gate unknown](../gates/unknown.md) - [Lysto](../tools/lysto.md) lysto.ai Revenue intelligence platforms for startups [No MCP found](../mcp/none-found.md) · [Gate unknown](../gates/unknown.md) - [PaletteHQ](../tools/palettehq.md) palettehq.com Palette automates your sales commissions. Save time and reduce errors. Get full visibility on commissions. [No MCP found](../mcp/none-found.md) · [Gate unknown](../gates/unknown.md) - [QuadSci](../tools/quadsci.md) quadsci.ai Customer Intelligence AI that predicts churn and growth from product telemetry, CRM data and conversational signals. [No MCP found](../mcp/none-found.md) · [Gate unknown](../gates/unknown.md) - [Revenue Grid](../tools/revenue-grid.md) revenuegrid.com Revenue Intelligence platform that automatically captures sales activities to help you identify and fix revenue leaks. [No MCP found](../mcp/none-found.md) · [Gate unknown](../gates/unknown.md)