Unwrap MCP server
Yes. Unwrap publishes an official MCP server at https://nlp.api.production.unwrap.ai/mcp. It's hosted. It offers 16 tools. We last checked it on 5 Nov 2026.
Official: documented on Unwrap's own site, at docs.unwrap.ai. Checked 5 Nov 2026. Maintained by Stuart Brameld.
Key facts
As of 5 Nov 2026, Unwrap's official MCP server scores 65/100 (provisional) on MartechDB's Agent Readiness Index (v1.1). It answered 9 of our 9 checks in the last 90 days and has 16 tools named in its documentation.
How the Agent Readiness Index works · Wrong? Suggest a correction
Unwrap MCP server review
65/100
Unwrap's Unwrap MCP scores 65/100 on MartechDB's Agent Readiness Index: easy to connect an AI agent to, with a few gaps.
The good
Hosted by Unwrap: connect by URL, with nothing to install
Documented, with 16 tools known
Answered 100% of our checks in the last 90 days
The bad
Nothing we've found.
Not checked yet: how you sign in; what agent access costs. Anything not checked scores nothing.
Official MCP server
Unwrap MCP
- Address
- https://nlp.api.production.unwrap.ai/mcp
- Runs
- Hosted
- Sign-in
- Vendor docs
- Official MCP Registry
- Not listed
- How we know it's official
-
- Documented on Unwrap's own site, at docs.unwrap.ai.
- Documentation
- docs.unwrap.ai/articles/6412771011-unwrap-mcp
- Tools
- 16 tools · from Unwrap's documentation
- First seen
- 27 Oct 2026
- Last checked
-
Reachable ·
30 Oct 2026: reachable31 Oct 2026: reachable1 Nov 2026: reachable2 Nov 2026: reachable3 Nov 2026: reachable4 Nov 2026: reachable5 Nov 2026: reachable
- Uptime
- 100% · 9 of 9 checks reachable since 28 Oct 2026
Unwrap MCP tools (16)
The server needs sign-in before it lists its tools, so these are as Unwrap's documentation names them (read 5 Nov 2026). They may be out of date.
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list_viewsLists the authenticated org's available views, including view_id, view_name, and org_name.
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leave_feedbackLeave feedback on the MCP directly to the Unwrap team
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get_startedCall this first when using Unwrap. Returns the core usage guide, including the data model and recommended workflows.
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list_feedback_integrationsLists the feedback integrations connected to a view and summarizes source coverage.
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search_segmentsSemantically searches segment fields and values relevant to a question.
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list_segment_field_valuesLists the exact allowed values for a segment field so filters use the correct spelling.
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discover_filter_schemaReturns all available filter fields for a view so clients can discover valid filtering options up front.
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search_groupsSemantically searches taxonomy groups to find issues or themes relevant to a query. Supports optional filtering.
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search_actionable_groupsReturns the most actionable groups for a question, with optional filtering and numeric segment sorting.
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plot_chartGenerates charts or tables over time or by breakdown for trends, rankings, share comparisons, and other visual analyses.
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sample_feedback_entriesCreates a named sample of feedback entries, either as a representative random sample or a targeted semantic sample.
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analyze_entry_textRuns a custom instruction or question across all entries in a saved sample and returns prevalence statistics plus example results.
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classify_feedback_entriesClassifies entries in a saved sample into predefined labels and creates sub-samples for each resulting label.
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search_documentationSearches Unwrap's official product docs (public help center) and returns a ranked list of matching article titles and URLs
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read_documentation_articleReads one or more Unwrap docs articles and returns them as markdown.
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query_feedback_toolAllows users to query for Unwrap data and statistics using Unwraps query syntax
Connect your AI to Unwrap
Add the official Unwrap MCP server to Claude, ChatGPT or your editor.
Connect Unwrap MCP to Claude
Claude.ai and Claude Desktop
Open Customize, then Connectors.
Click +, then Add custom connector.
Name it Unwrap, paste the address below and click Add.
Connect Unwrap MCP to ChatGPT
Open Settings, then Apps, then Advanced settings.
Turn on Developer mode, then click Create.
Name it Unwrap and paste the address below.
ChatGPT usually only connects to servers with self-serve sign-in or none.
Connect Unwrap MCP to Cursor
Opens Cursor if it's installed. If nothing happens, use the JSON below.
Connect Unwrap MCP to VS Code
Opens VS Code if it's installed. Otherwise add the JSON settings from the Cursor tab to your .vscode/mcp.json.
Unwrap MCP server questions
Does Unwrap have an official MCP server?
Yes. Unwrap publishes its MCP server itself. Unwrap's own documentation describes it. MartechDB only lists servers a vendor publishes, never community copies.
What is the Unwrap MCP server URL?
The address is https://nlp.api.production.unwrap.ai/mcp.
How do I connect Unwrap MCP to Claude, ChatGPT or Cursor?
In Claude, add https://nlp.api.production.unwrap.ai/mcp as a custom connector (Customize, Connectors, Add custom connector). In Cursor, use the Add to Cursor link on MartechDB's page, or paste the JSON settings into your mcp.json. In Claude Code, run: claude mcp add --transport http unwrap https://nlp.api.production.unwrap.ai/mcp
What can the Unwrap MCP server do?
It offers 16 tools, including list_views, leave_feedback, get_started, list_feedback_integrations and search_segments (as its documentation names them, read on 5 Nov 2026).
Is the Unwrap MCP server in the official MCP Registry?
No. Unwrap hasn't published it to the official MCP Registry.
Is the Unwrap MCP server working?
Yes. It answered our most recent check. We last checked it on 5 Nov 2026.
What are the alternatives to Unwrap's MCP server?
In User & market research, the most agent-friendly alternatives with an official MCP server are Condens Supercharge (91/100), CB Insights (85/100), Mintel (85/100), Dovetail (85/100) and Rally (85/100). Unwrap scores 65/100 on the same index.
Alternatives to Unwrap's MCP server
Vendors in User & market research with an official MCP server, the most agent-friendly first. Unwrap scores 65/100.
Condens Supercharge
condens.io
CB Insights
cbinsights.com
Mintel
mintel.com
Dovetail
dovetail.com
Rally
rallyuxr.com
Change history
What we've seen change for Unwrap, newest first.
-
Unwrap: Added to MartechDB with Unwrap MCP
Use with AI
Connect your AI to MartechDB
Then ask it about Unwrap, or any of the 1,722 marketing tools with an official MCP server. Free, no sign-in.
Claude.ai and Claude Desktop
Open Customize, then Connectors.
Click +, then Add custom connector.
Name it MartechDB, paste the address below and click Add. There's no sign-in.
The free plan allows one custom connector. On Team and Enterprise plans, an owner adds the connector first.
Claude Code
Run this in your terminal:
ChatGPT
Open Settings, then Apps, then Advanced settings.
Turn on Developer mode, then click Create.
Name it MartechDB, paste the address below and choose No authentication.
Developer mode is on Plus and Pro plans, and on Business, Enterprise and Edu if an admin allows it.
API
The same data as JSON, with no sign-in. See the OpenAPI description for every endpoint and field.
CLI
Search the directory and print the command to connect a vendor's server, from your terminal. Needs Node 18 or later. View on npm
Show that your MCP server is verified
If you work at Unwrap, add this badge to your MCP docs or README. It's free, it's the same for every vendor, and it updates from our daily checks: it shows uptime while the server responds, and says so if it stops.
Something wrong or out of date? Suggest a correction or email us, and we'll check it against the evidence. Every correction we make is listed on Corrections.