Plain-English answers
Ask the way you would ask a teammate. The assistant turns it into the right calls and hands back a clean list.
MCP server · Pro and Max
Ask your assistant who's switching. Incumbently inside Claude, ChatGPT and Cursor.
One address connects Incumbently to your AI assistant. Ask in plain English which companies use a tool, who dropped it this month and what they run now. Every answer draws on 75+ signals across 1,500+ tools.
Which companies dropped Zendesk in the last 30 days, and what do they run now?
Incumbently · tool_changesSearching 1,500+ tools and 75+ signals…
18 companies dropped Zendesk in the last 30 days. I checked each stack: 7 now run Intercom. The latest five:
CompanyNow runsSignalDropped
Corvid LabsIntercomDNSNov 4
Juniper PayFreshdeskWebNov 2
Tidewater FreightIntercomDNSJobsOct 30
Halcyon HealthFrontCertOct 27
Saltbox RetailIntercomWebOct 24
18 results · showing the latest 5
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In the chat
A question in. A list out.
The assistant calls tool_changes to find who dropped Zendesk, then company_stack on each company to see what replaced it. You get the list in seconds, with the date of each change and the signal type behind it.
No filters to learn and no exports to stitch together. Ask the next question the way you would ask a teammate.
Six tools
What your assistant can call.
Each tool does one job. The assistant chains them to answer bigger questions.
search_toolsFind any of the 1,500+ tools in the catalogue, by name or category.
Do you track Gorgias?
tool_summaryHow many companies use a tool, and how many adopted or dropped it in the last 30 days.
How is Linear doing this quarter?
companies_usingEvery company using a tool, filtered by size, industry and country.
Which fintechs in Germany use Snowflake?
tool_changesWho adopted or dropped a tool, and the date it happened.
Who dropped Zendesk this month?
company_stackA company's full tech stack and its change history.
What does stripe.com run, and what changed this year?
my_tracked_toolsA live report on the tools your workspace tracks.
What changed across my tools this week?
Why MCP-first
Technographics where you already work.
Every change is dated
Adoptions and drops carry the date they happened, so you call the companies moving now, not the ones that moved years ago.
Works in any client
Claude, ChatGPT, Cursor, or any assistant that supports remote MCP servers with OAuth. One address for all of them.
Set up
Connected in a minute. One address, then sign in.
https://app.incumbently.com/mcp- Open Settings, then Connectors.
- Choose Add custom connector and paste the address.
- Sign in to Incumbently and allow access.
- Open Settings, then Apps and Connectors.
- Create a connector with the address.
- Sign in to Incumbently and allow access.
- Add the address to .cursor/mcp.json, or as a remote server in your client.
- Sign in when the client opens the browser.
{
"mcpServers": {
"incumbently": {
"url": "https://app.incumbently.com/mcp"
}
}
}Plans
On Pro and Max.
The free plan covers the dashboard and a monthly report. Assistants come with every paid plan.
Free · $0Dashboard
- 1 tracked tool
- A monthly report of who started or stopped using it
Pro · $149 a monthClaude, ChatGPT and Cursor
- Unlimited questions under fair use
- 3 tracked tools and 12 months of changes
- 1,000 API credits a month
Max · $249 a monthA whole market
- Unlimited questions under fair use
- 10 tracked tools and the full history
- 5,000 API credits a month
Questions
The MCP server, answered.
MCP, the Model Context Protocol, is the standard way AI assistants call outside tools. Incumbently's MCP server gives Claude, ChatGPT and Cursor live technographics and buying signals, so you can ask about any company or tool in plain English.
Claude, ChatGPT and Cursor, plus any client that supports remote MCP servers with OAuth. Add the server address, sign in, and allow access.
Pro and Max. Questions are unlimited under fair use, and answers follow your plan: Pro sees 12 months of changes, Max the full history.
Which companies use a tool, who adopted or dropped it and when, what a company runs today, and what changed across the tools you track. The assistant picks the right tool and can chain several, such as finding who dropped Zendesk and then checking what each company runs now.
Only assistants you connect and allow. Each one signs in with OAuth. Remove an app in the dashboard and it loses access at once.
Yes. The MCP server, the dashboard and the API all read the same feed of 75+ signals across 1,500+ tools.
Your turn
Ask your first question today.
Start free, no card needed. Upgrade to Pro to connect Claude, ChatGPT or Cursor.