Enterpret MCP honesty matrix — query-only customer graph vs FDT create_* + local-agent
Enterpret MCP is listed in the Claude Connector Directory (enterpret.com/integrations/claude-mcp) so Claude Code / Cowork users can query Enterpret's Customer Context Graph — themes, accounts, sentiment, and verbatim quotes grounded in Adaptive Taxonomy.
The Help Center article "Enterpret MCP Server" (May 31, 2026) lists Available Tools that are all query/read: get_organization_details, get_graph_schema, get_query_examples, search_graph_fields, search_graph_values, run_graph_query, find_user_quote. There is no create_issue, create_pr, open_pr, codebase, or git write tool. Feedback DevTools is honest about a different surface: create_github_issue / create_tracker_issue plus source-mapped local-agent context with file:line. We do not claim server-side auto-opened or auto-merged PRs.
Feedback DevTools is our product. Enterpret MCP marketing/positioning sourced from enterpret.com/integrations/claude-mcp; Available Tools from helpcenter.enterpret.com/en/articles/12665166-enterpret-mcp-server (May 31, 2026) — lastChecked September 23, 2026 ~10:40am Asia/Jerusalem. Please verify before purchase.
Feedback DevTools vs Enterpret MCP
| Feedback DevTools | Enterpret MCP | |
|---|---|---|
| Positioning: Claude Connector / customer graph query | No — FDT is capture + create_github_issue / create_tracker_issue + local-agent file:line, not a customer-feedback knowledge graph MCP | Yes — Claude Connector Directory: query Customer Context Graph / Adaptive Taxonomy from Claude Code & Cowork (enterpret.com/integrations/claude-mcp) |
| Published MCP tools (query-only honesty) | get_feedback_context, list_open_feedback, list_clusters, create_github_issue, create_tracker_issue, mark_feedback_resolved… | get_organization_details · get_graph_schema · get_query_examples · search_graph_fields · search_graph_values · run_graph_query · find_user_quote — query/read only; no create_issue / create_pr / open_pr / codebase / git write |
| MCP tools that open GitHub / Linear tickets | Yes — create_github_issue (#57) + create_tracker_issue Linear (#59) with component + file:line in the body | No dedicated tracker-create / create_issue / create_pr tools in the published list — tools query org, schema, fields, values, graph, and quotes |
| Open GitHub PR from MCP tool | No — create_github_issue + local-agent fix path (Cursor/Claude opens a PR if you ask; not an Enterpret-style MCP PR tool) | No dedicated create_pr / open_pr / git write tool — PR would be the coding agent using Enterpret query context |
| Auto-open / auto-merge PRs server-side | No — we do not claim server-side auto-opened or auto-merged PRs | No — Help Center Available Tools are query/read; they do not open or merge GitHub PRs |
| Source map on capture (component + file:line) | Yes — pinned at collect time for the local agent | Customer Context Graph + verbatim quotes with citations — product feedback intelligence, not React component file:line |
| Who applies the code fix | Your local Cursor / Claude agent (from MCP context or Claude Code prompt) | Your AI coding agent may use Enterpret query results as context — Enterpret MCP itself does not write code or open PRs |
| Free plan | Yes — unlimited feedback, forever | Enterpret is a paid customer-intelligence platform; MCP listed in Claude Connector Directory for connected orgs |
| Paid entry price | $9/mo per project (Pro) | Enterprise / team Enterpret pricing (contact sales); MCP is an integration surface, not a separate $9 MCP SKU |
Enterpret MCP Available Tools verified on helpcenter.enterpret.com/en/articles/12665166-enterpret-mcp-server (May 31, 2026); Claude Connector listing on enterpret.com/integrations/claude-mcp — lastChecked September 23, 2026 ~10:40am Asia/Jerusalem
Where Enterpret MCP is genuinely strong
Credit where due — Enterpret MCP is a real customer-intelligence unlock if:
- You already run Enterpret's Adaptive Taxonomy / Customer Context Graph and want Claude/Cursor/Notion to query themes, accounts, and verbatim quotes without leaving the workspace.
- Cited aggregates + find_user_quote matter more than React component file:line source maps.
- You need org scoping (get_organization_details), schema discovery (get_graph_schema), and field/value search before run_graph_query.
- You want hosted MCP at wisdom-api.enterpret.com/server/mcp with OAuth or Bearer token for Claude / Cursor / Codex / Notion / Glean.
Where Feedback DevTools is different (honest foil)
- Query-only vs create_*. Help Center Available Tools (May 31, 2026) are get_organization_details, get_graph_schema, get_query_examples, search_graph_fields, search_graph_values, run_graph_query, find_user_quote — no create_issue / create_pr / git write (lastChecked September 23, 2026 ~10:40am Asia/Jerusalem). We quote the tool list so buyers are not surprised.
- Tickets with file:line. create_github_issue and create_tracker_issue open GitHub/Linear tickets whose bodies carry component + file:line from capture. Enterpret's published list has no create_github_issue / create_issue / create_pr equivalent.
- Local-agent path, not server-side PRs. Your Cursor/Claude agent applies the fix from FDT context. We do not claim to auto-open or auto-merge PRs on a server-side clone. Distinct from LogRocket#70, Jam#69, Marker#68, BugHerd#67, Usero#66 / Usersnap strip.
- Capture-time source maps. Every item pins the React component and file path:line so the agent starts from a known path instead of rediscovering from a customer-feedback knowledge graph alone.
- Pricing shape. Unlimited free collection; Pro is $9/mo per project. Enterpret is an enterprise customer-intelligence platform with MCP as a connector.
Pricing, side by side (as of September 23, 2026)
- Feedback DevTools: Free plan ($0, unlimited feedback) · Pro $9/mo per project
- Enterpret: Team/enterprise customer-intelligence platform (sources: enterpret.com; MCP: helpcenter.enterpret.com/en/articles/12665166-enterpret-mcp-server; Claude Connector: enterpret.com/integrations/claude-mcp)
MCP honesty is about capability claims, not sticker shock — FDT Pro is $9/mo per project vs Enterpret as a full customer-intelligence suite with MCP as a query connector.
Who should choose what
- Choose Enterpret MCP if your product archive is Enterpret's Customer Context Graph and you want agents to query themes, accounts, schema, and verbatim quotes without leaving Claude/Cursor/Notion.
- Choose Feedback DevTools if you want visual feedback with file:line on capture, MCP tools that create GitHub/Linear tickets, and a local-agent fix path — without reading a customer-graph MCP as a create_issue / create_pr tool.
- Neither MCP is a silent auto-merge bot; both expect a human review step. The honest foil is what the published tools actually do. Distinct from LogRocket auto-PR marketing, Jam bug-to-fix, Marker open-PR, BugHerd codebase/CMS/design, and Usero request_ai_pr.
Frequently asked questions
What does Enterpret MCP positioning claim?
Per enterpret.com/integrations/claude-mcp (Claude Connector Directory; lastChecked September 23, 2026 ~10:40am Asia/Jerusalem): Claude Code and Cowork users can connect to Enterpret's Customer Context Graph and query structured customer intelligence — themes, churn drivers, verbatim quotes with citations — grounded in Adaptive Taxonomy.
What tools does Enterpret MCP actually publish?
The Available Tools section on helpcenter.enterpret.com/en/articles/12665166-enterpret-mcp-server (May 31, 2026) lists query/read tools: get_organization_details, get_graph_schema, get_query_examples, search_graph_fields, search_graph_values, run_graph_query, find_user_quote. Legacy names (get_schema, execute_cypher_query, search_knowledge_graph) remain for in-flight sessions. Those load customer-graph data — they are not create_issue, create_pr, open_pr, codebase, or git write tools.
Does Enterpret MCP create GitHub issues or open pull requests?
No. The published Available Tools list has no create_issue / create_pr / open_pr / GitHub write tool (lastChecked September 23, 2026 ~10:40am Asia/Jerusalem). A ticket or PR, if any, is the coding agent's workflow using Enterpret query context — not an Enterpret MCP write tool.
Does Feedback DevTools auto-open or auto-merge GitHub PRs server-side?
No. Feedback DevTools MCP creates tracker tickets (create_github_issue, create_tracker_issue for Linear) and supplies source-mapped context / Claude Code prompts so your local agent can write the fix. We do not claim to auto-open or auto-merge pull requests server-side.
How does Feedback DevTools MCP foil Enterpret MCP?
FDT is honest about a different surface: capture-time component + file:line, create_github_issue / create_tracker_issue, and a local-agent path. Enterpret MCP is strong at piping customer-graph / quote context into the agent. Buyers should read the Help Center Available Tools list (May 31, 2026) rather than assuming create_issue or create_pr. Distinct from LogRocket#70 / Jam#69 / Marker#68 / BugHerd#67 / Usero#66.
Collect source-mapped feedback and open GitHub/Linear tickets from MCP — free.