# Extract deal signals from calls: 21 GTM tools, 11 with an official MCP server > Return objections, competitor mentions, risk flags, sentiment or scoring derived from conversation content. 12 of the 21 entries tagged with this job carry an MCP server of some kind, 11 of them official. Counted 2026-08-25 from the directory data. *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).* --- [Directory](../index.md) / [By job](index.md) / [Conversations and meetings](family-conversations-and-meetings.md) / Extract deal signals from calls **Job · extract-deal-signals-from-calls** ## Extract deal signals from calls Return objections, competitor mentions, risk flags, sentiment or scoring derived from conversation content. - **entries tagged**: 21 - **official MCP**: 11 - **community MCP**: 1 - **no MCP found**: 9 - **solo reachable**: 4 12 of the 21 entries tagged with this job carry an MCP server of some kind, 11 of them official. All 21 tagged entries are distinct products. 0 have been bench tested. Counted 2026-08-25 from directory.json. > **What a tag means**: A job tag means the vendor says the tool does this. It is not a test result, not proof the capability is reachable through the tool's MCP server, and not proof it is available on the gate this entry records. **Asked by a human or an agent as** - what are the risks on this deal - find objections in my calls - competitor mentions on calls - deal risk from conversation data **Where these tools live** - [Conversation Intel](../categories/conversation-intel.md): 12 tagged - [Forecasting & Revenue](../categories/forecasting-revenue.md): 5 tagged - [Engagement & Outbound](../categories/engagement-outbound.md): 3 tagged - [AI SDRs](../categories/ai-sdr-agents.md): 1 tagged ### The 21 entries tagged extract-deal-signals-from-calls 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. - [Airspeed (formerly Glyphic)](../tools/airspeed.md) goairspeed.com Records and analyses sales calls, then scores deals against playbooks and writes structured output back into the CRM. [Official MCP](../mcp/official.md) · [Paid, self-serve](../gates/paid.md) · [Conversation Intel](../categories/conversation-intel.md) - [Attention](../tools/attention.md) attention.com Captures, transcribes, and analyzes sales and customer conversations, automatically syncing structured insights to the CRM. [Official MCP](../mcp/official.md) · [Paid, self-serve](../gates/paid.md) · [Conversation Intel](../categories/conversation-intel.md) - [Avoma](../tools/avoma.md) avoma.com AI meeting platform combining scheduling, note-taking, and conversation intelligence (deal insights, coaching) for sales teams. [Official MCP](../mcp/official.md) · [Paid, self-serve](../gates/paid.md) · [Conversation Intel](../categories/conversation-intel.md) - [Gong](../tools/gong.md) gong.io Records, transcribes, and analyzes sales calls and emails, then rolls the signals into deal-risk scores, coaching data, and revenue forecasts. [Official MCP](../mcp/official.md) · [Enterprise only](../gates/enterprise-only.md) · [Conversation Intel](../categories/conversation-intel.md) - [Highspot](../tools/highspot.md) highspot.com Sales enablement platform (content management, training) that has added a genuine call-recording and conversation-intelligence module on top of its core content product. [Official MCP](../mcp/official.md) · [Enterprise only](../gates/enterprise-only.md) · [Conversation Intel](../categories/conversation-intel.md) - [Otter.ai](../tools/otter-ai.md) otter.ai AI meeting notetaker whose Sales Agent variant pulls CRM context before a call and flags objections, competitor mentions, and pricing discussion live, then writes summaries and next steps back to the CRM. [Official MCP](../mcp/official.md) · [Enterprise only](../gates/enterprise-only.md) · [Conversation Intel](../categories/conversation-intel.md) - [Seismic](../tools/seismic.md) seismic.com Sales enablement platform with a "Seismic for Meetings" module, powered by its "Aura" AI engine, that records, transcribes, and analyzes sales meetings. [Official MCP](../mcp/official.md) · [Enterprise only](../gates/enterprise-only.md) · [Conversation Intel](../categories/conversation-intel.md) - [Outreach](../tools/outreach.md) outreach.io Sales engagement platform for building, running, and tracking multichannel outbound sequences (email, call, social) and rep activity, tied into a CRM. [Official MCP](../mcp/official.md) · [Gate unknown](../gates/unknown.md) · [Engagement & Outbound](../categories/engagement-outbound.md) - [Salesloft](../tools/salesloft.md) salesloft.com Sales engagement platform (merged with Clari in Dec 2025) for multichannel outbound cadences, call/email execution, and rep activity tracking that feeds forecasting. [Official MCP](../mcp/official.md) · [Gate unknown](../gates/unknown.md) · [Engagement & Outbound](../categories/engagement-outbound.md) - [Sybill](../tools/sybill.md) sybill.ai AI sales assistant that analyzes call recordings, emails, and CRM data to produce deal insights, call summaries, and behavioral/sentiment reads on prospects. [Official MCP](../mcp/official.md) · [Gate unknown](../gates/unknown.md) · [Conversation Intel](../categories/conversation-intel.md) - [Zoom Revenue Accelerator](../tools/zoom-revenue-accelerator.md) zoom.com Zoom's built-in conversation/revenue-intelligence layer that analyzes Zoom Meetings and Phone calls for deal insights, scorecards, and account activity. [Official MCP](../mcp/official.md) · [Gate unknown](../gates/unknown.md) · [Conversation Intel](../categories/conversation-intel.md) - [Clari Copilot](../tools/clari-copilot.md) clari.com Records and transcribes sales calls in real time and surfaces live coaching prompts, deal-risk flags, and auto-generated CRM updates during and after the call. [Community MCP](../mcp/community.md) · [Paid, self-serve](../gates/paid.md) · [Conversation Intel](../categories/conversation-intel.md) - [Chorus](../tools/chorus.md) zoominfo.com Records, transcribes, and analyzes sales calls, meetings, and emails, and syncs the resulting insights into the CRM. [No MCP found](../mcp/none-found.md) · [Enterprise only](../gates/enterprise-only.md) · [Conversation Intel](../categories/conversation-intel.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) · [Forecasting & Revenue](../categories/forecasting-revenue.md) - [Momentum](../tools/momentum.md) momentum.io Turns sales call and CRM activity into automatic Slack deal-channel updates, deal-risk alerts, and CRM field updates ("revenue orchestration"). [No MCP found](../mcp/none-found.md) · [Enterprise only](../gates/enterprise-only.md) · [Conversation Intel](../categories/conversation-intel.md) - [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) · [Gate unknown](../gates/unknown.md) · [Forecasting & Revenue](../categories/forecasting-revenue.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) · [Gate unknown](../gates/unknown.md) · [Forecasting & Revenue](../categories/forecasting-revenue.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) · [Gate unknown](../gates/unknown.md) · [Forecasting & Revenue](../categories/forecasting-revenue.md) - [Outplay](../tools/outplay.md) outplay.ai Multi-channel sales engagement platform (email, phone, social, SMS) with an AI SDR product layered on top. [No MCP found](../mcp/none-found.md) · [Gate unknown](../gates/unknown.md) · [Engagement & Outbound](../categories/engagement-outbound.md) - [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) · [Gate unknown](../gates/unknown.md) · [Forecasting & Revenue](../categories/forecasting-revenue.md) - [Terret (BoostUp)](../tools/terret.md) terret.ai A revenue-intelligence platform ("answer-to-action" engine) that analyzes call recordings and deal data to find winning patterns, generates sales playbooks, and pushes pre-call briefs/deal alerts/suggested... [No MCP found](../mcp/none-found.md) · [Gate unknown](../gates/unknown.md) · [AI SDRs](../categories/ai-sdr-agents.md) ### Next to this job - [Fetch a call transcript](fetch-call-transcript.md) - [Search across recorded calls](search-call-library.md) - [Summarize a meeting](summarize-meeting.md) - [Book a meeting](book-a-meeting.md) - [Read calendar availability](read-calendar-availability.md) - [Answer an inbound chat or call](answer-inbound-chat.md)