GTM engineering
A Claude MCP server that brings verified competitor activity into Claude
The question worth asking Claude is not what MCP is, it is which of your accounts has a named buyer in a live conversation with a named competitor.
A Deal Intelligence MCP server lets Claude read confirmed competitor activity on your own accounts. The primitive it returns is a named buyer at one of your accounts who accepted a reachout from a named competitor, confirmed on both sides at 0.95 or higher confidence and refreshed daily. Claude reads that fact. It does not infer it.
That is a different object than most competitive-intelligence MCP servers expose. Those either scrape the rival's own channels, their ads, social, and traffic, or they return anonymous account-level intent. A GTM engineer who connects Deal Intelligence over MCP can ask Claude a question no other server answers: which of my accounts has a person-level, confirmed competitor conversation underway right now. For why this is the one category your agents can't get anywhere else, see the data your GTM agents are missing.
A Deal Intelligence MCP server returns person-level competitor activity, not scraped competitor channels
Most competitive-intelligence MCP servers fall into one of two patterns, and neither answers the question a GTM engineer actually types. The first scrapes the competitor: their paid auctions, their social posts, their site traffic. The second returns anonymous account-level intent, a category surge or a comparison-page view that infers a vibe about a domain. Both watch the market. Neither watches your buyers.
Deal Intelligence returns the primitive instead:
- A named buyer. A specific person at one of your accounts, with identity, role, and company confirmed.
- A named competitor. The specific rival who reached them, not a category or a probability.
- Confirmed on both sides. The interaction is verified at 0.95 or higher confidence before Claude ever sees it.
Monitoring tools watch the competitor. A Deal Intelligence MCP server watches your buyers.
Claude reads this event. It is not summarizing scraped pages or scoring an anonymous surge. For the wider picture, see competitor activity in your accounts and the contrast in intent data versus competitor activity.
Connecting competitor-activity data to Claude takes one MCP server and read-only tools
The connection is a single server entry and a tenant key. There is no pipeline to build and no data to copy out, because the tools read from the same governed source that feeds your CRM. A GTM engineer wires it up once and reps query in plain language.
- Add the server. Register the Deal Intelligence MCP server in the Claude configuration, the same npx-style server entry you would add for any MCP source.
- Authenticate with the tenant key. The key scopes every call to your tenant, so Claude only ever sees your accounts.
- Let Claude discover the tools. On connect, Claude calls discover to read your tenant vocabulary, the real competitor names, owners, and segments, then lists the read-only tools it can use.
- Query in plain language. A rep asks a question. Claude picks the tool, scopes it to the tenant, and returns a named answer.
No data leaves the read path. The signal is refreshed daily, so a question asked this morning reflects yesterday's confirmed activity. For the cross-surface picture, this same data also lands in Salesforce, Slack, and Clay.
Claude researches a named account and returns its competitor activity
When an SDR or GTM engineer asks Claude to research a named account, the Deal Intelligence MCP server lets the answer include who is already in the account: the named buyers engaging named competitors, not just firmographics.
Because the server is scoped to your tenant and joined to your CRM state, Claude can answer questions about your book that a rival-monitoring tool has no way to reach. These are prompts a GTM engineer can hand to a rep verbatim:
- "Which of my open opportunities show a competitor in the deal?" Claude reads pipeline_at_risk, which joins confirmed activity to live deals tagged open_opportunity.
- "Which renewals have a named buyer talking to a named competitor?" Claude reads renewals_at_risk, the churn_risk view that surfaces competitor touches before the renewal date.
- "Which closed-lost accounts reopened with new competitor activity?" Claude reads closed_lost_revival, scoped to the closed_lost_revival state, so a dormant account with a fresh touch surfaces.
- "Which accounts have more than one competitor active?" Claude reads multi_competitor_accounts to rank a territory by contested accounts.
Each answer names the buyer, the competitor, and the account. A monitoring tool that scrapes the rival's ads cannot say whether a specific person on your book is in a conversation, which is the only thing a rep can act on.
Confirmed competitor signals carry a named buyer and a named competitor, intent data carries neither
The difference the ranking content never states plainly is granularity. Intent infers. Competitor activity confirms. One is a probability about an anonymous account. The other is a fact about a named person.
| Attribute | Intent data | Confirmed competitor activity |
|---|
| Subject | Anonymous account | Named buyer |
| Competitor | Category, inferred | Named, attributed |
| Granularity | Account-level | Person-level |
| Basis | Probabilistic surge | Confirmed on both sides, 0.95+ |
Intent predicts which accounts might be in-market. Competitor activity is evidence that a named buyer is already in a conversation with a named rival.
About 3 percent of monitored accounts show competitor activity in a given month, per Deal Intelligence data, and each one arrives with attribution: who, which competitor, which account. That is a short, high-signal list, not a long list of domains a model ranked by vibe. See intent data versus competitor activity and verified competitor activity for how the confirmation works.
The server keeps the surface small and each tool answers one question. They are all read-only and scoped to the caller's tenant.
| Tool | What it answers |
|---|
| competitive_activity | The event stream: which named buyers accepted a named competitor's reachout. |
| competitor_summary | One competitor's slice: every account where that named rival is active. |
| pipeline_at_risk | Open deals joined to CRM state where a competitor is in the deal. |
| renewals_at_risk | Renewals where a named buyer is talking to a named competitor. |
| multi_competitor_accounts | Accounts with more than one competitor active, ranked. |
A query starts with discover so Claude knows the real competitor and owner names in your tenant, then routes to the tool that matches the question. No tool writes anything. The data they read is the same primitive that lands in your CRM, refreshed daily.
A read-only MCP server keeps competitor signals queryable without write risk
Read-only is the right shape for a GTM engineer who has to clear a security review. Claude can read the signal and reason over it, but it cannot write to the CRM, change a record, or trigger outreach. The blast radius is a query. That keeps the review short and the data governed, because the model is a reader, not an actor.
For teams that do want competitor activity written rather than queried, the same primitive is delivered to the surfaces where it acts:
- Salesforce and HubSpot. Custom fields on Account, Contact, and Lead, so the signal sits on the record.
- Slack. Routed by territory, segment, and owner, so the right rep sees their accounts.
- Clay. An enrichment column ready to score or sequence. See Clay competitor enrichment.
- REST and webhooks. For teams writing the signal into their own systems.
The MCP server stays read-only on purpose. It is the place to ask, not the place to write. The data behind every answer is refreshed daily.
Questions, answered.
How do you research an account with Claude?
Connect the Deal Intelligence MCP server and ask Claude to research a named account. Claude returns the competitor activity at that account: which buyer accepted a reachout from which competitor, confirmed at 0.95 or higher confidence and refreshed daily.
What is AI account research for sales?
AI account research is asking an assistant like Claude to compile what matters about a target account before outreach. With the Deal Intelligence MCP server, that research includes verified competitor activity, not just firmographics: the named buyers engaging named competitors.
Does AI account research show which competitors are in an account?
Yes, when verified competitor-activity data is connected over MCP. AI account research then returns the named competitor each buyer engaged, so a rep enters the account knowing who is already there.
What does the Deal Intelligence MCP server return to Claude?
The Deal Intelligence MCP server returns confirmed competitor activity on your own accounts. The primitive is a named buyer at one of your accounts who accepted a reachout from a named competitor, confirmed on both sides at 0.95 or higher confidence and refreshed daily. Claude reads this fact rather than inferring it from scraped pages or anonymous intent.
How does a GTM engineer connect Deal Intelligence to Claude over MCP?
A GTM engineer registers the Deal Intelligence MCP server in the Claude configuration as a standard server entry, then authenticates with a tenant key that scopes every call to their accounts. On connect, Claude discovers the read-only tools and the tenant's real competitor and owner names, after which a rep queries in plain language. No pipeline is built and no data is copied out of the read path.
Which MCP tools does Deal Intelligence expose to Claude?
Deal Intelligence exposes a small set of read-only tools: competitive_activity for the event stream, competitor_summary for one competitor's slice, pipeline_at_risk and renewals_at_risk for CRM-joined views, and multi_competitor_accounts for aggregation. A discover tool returns the tenant's real vocabulary so Claude routes to the right tool with real names.
Are the Deal Intelligence MCP tools read-only?
Yes. Every tool the Deal Intelligence MCP server exposes is read-only and scoped to the caller's tenant. Claude can read competitor activity and reason over it, but it cannot write to a CRM, change a record, or trigger outreach. That keeps the security review short and the data governed.
How often does competitor-activity data in Claude refresh?
Competitor-activity data is refreshed daily. A question asked through the MCP server in the morning reflects the previous day's confirmed activity, so the answer Claude returns is current to the buyer's live situation rather than a stale snapshot.
How does competitor activity in Claude differ from intent data?
Intent data is probabilistic, anonymous, and account-level. It estimates whether a domain might be in-market. Competitor activity is person-level evidence: a named buyer at one of your accounts accepted a reachout from a named competitor, confirmed on both sides. Intent predicts. Competitor activity is evidence.
What confidence level does a competitor signal in Claude carry?
A competitor signal returned through the Deal Intelligence MCP server carries a confidence of 0.95 or higher. Identity, role, and company are confirmed on both sides of the interaction before the event is delivered, so Claude is reading a verified touch, not a probabilistic estimate.
Can Claude name the buyer and the competitor for an account?
Yes. Because the underlying signal is person-level and attributed, Claude can name the specific buyer at the account, the specific competitor who reached them, and the account itself. A monitoring tool that scrapes a rival's ads or traffic cannot identify who on your book is in a conversation.
Which sales roles query competitor activity through Claude?
Pipeline owners query competitor activity through Claude: sales leadership such as CROs and VPs of Sales, sales development and outbound reps, RevOps and SalesOps teams, GTM engineers who set up the connection, and growth leadership. The GTM engineer is usually the technical champion who wires the MCP server up for the rest of the team.
Does the Deal Intelligence MCP server write to a CRM or send outreach?
No. The MCP server is read-only. It does not write to a CRM, modify records, or send outreach. Teams that want competitor activity written rather than queried use the Salesforce and HubSpot field delivery, Slack routing, Clay enrichment column, or REST and webhooks, all of which run outside the MCP read path.
How many monitored accounts show competitor activity in a given month?
About 3 percent of monitored accounts show competitor activity in a given month, per Deal Intelligence data. That subset is where a competitor conversation is verifiably underway, which is why a query through Claude returns a short, high-signal list rather than a long list of domains ranked by inference.
Where else can competitor activity be delivered besides Claude?
Besides the Claude MCP server, competitor activity is delivered as custom fields on Account, Contact, and Lead in Salesforce and HubSpot, routed by territory, segment, and owner in Slack, surfaced in Clay as an enrichment column, and made available through REST and webhooks. The MCP server is the read-and-ask surface. The others write the signal where it acts.