AI for Product & Engineering

Customer signal, right next to your code.

The Halo MCP brings Ask AI directly into Cursor and Claude Code. Find UX issues from real user signal, prioritize features by what customers actually want, and keep docs in sync, without leaving your editor.

cursor · halo-mcpConnected

Where are users getting stuck in onboarding this month?

Halo response

The biggest drop-off is on Step 3: Connect a Tool. 37 users hit it in the last 30 days, 22 filed tickets, and 9 mentioned not finding the API key location.

Suggested fix

Add an inline pointer to the API key page in Step 3, or auto-detect the key when present in the workspace.

TicketsSession logsLinearStripe

The Halo MCP

Ask AI in your editor, grounded in your real data

Most AI in your IDE only knows your code. Halo knows your customers too. Tickets, calls, billing, and usage are all queryable through one MCP connection.

Drop-in MCP server

One config line in Cursor or Claude Code and your editor has access to every signal Halo has, scoped by your auth and your data.

Same brain as Ask AI

The MCP is powered by the same engine as Ask AI in the Halo dashboard. The answers in your IDE match the answers your CS team gets in chat.

Grounded in your real stack

Tickets, calls, CRM, billing, product usage, and Linear are all queryable. No hallucinated context, every answer cites the source.

Action without leaving the editor

Find the issue, write the fix, ship the change. Halo points you at the right place in the codebase and at the right doc to update.

Use cases

Build the right things, fix the real things

Find UX issues from real user signal

Connect the Halo MCP to Cursor or Claude Code and ask where users are getting stuck. Halo answers from real tickets, call transcripts, session logs, and product usage. Then you fix it in the same window.

Try asking

Where are users dropping off during onboarding this month?

What error message has been showing up most in support tickets?

Which page has the most rage clicks based on session data?

Prioritize features by what customers actually say

No more guessing. Ask Halo what your customers are asking for, ranked by frequency, revenue impact, and account tier. Build the things that move retention and expansion.

Try asking

What are the top 10 feature requests from enterprise customers?

Which feature gaps are mentioned most in lost-deal call transcripts?

Rank the open feature requests by total ARR of accounts asking.

Update docs from real conversations

When the product changes or a doc is wrong, Halo flags it. Use the MCP to ask which articles need updates and let your IDE help you write them. Docs stay accurate without a quarterly audit.

Try asking

Which help articles are outdated based on recent product changes?

Draft a doc update for the new webhook setup flow.

Where do users still get stuck even after reading a doc?

Triage incidents with full context

When a bug spikes, Halo already knows. Ask the MCP for affected customers, error patterns, and similar past incidents, all without leaving your editor.

Try asking

Which customers are affected by the API timeout issue right now?

Has this exact error pattern happened before? What was the fix?

Summarize the support tickets filed in the last hour.

Works with

Any MCP-aware editor or agent

Cursor

Cursor

Claude Code

Claude Code

Other MCP clients

Other MCP clients

Built for the whole team

Engineering, product, and docs

For Engineering

Stop sifting through tickets and Slack threads to figure out what to fix. The MCP turns your IDE into a place where customer signal lives, with citations.

  • Bug triage with affected user lists in seconds
  • Real-world repro context next to your code
  • Doc updates queued from real customer questions

For Product

Roadmap meetings get easier when the answers are sitting next to the code. Ask Halo what to build and why, then walk into the next standup with receipts.

  • Feature prioritization from real customer voice
  • ARR-weighted requests, not loudest-customer requests
  • Lost-deal feedback baked into the roadmap

For Docs and DX

Your help center stays correct because Halo flags drift the moment a product change makes a doc wrong. The MCP makes it easy to fix in your editor.

  • Outdated doc detection from real product changes
  • Auto-generated drafts from resolved tickets
  • Confidence scores on every article

How it works

One config line, infinite leverage

01

Add the Halo MCP to your editor

Drop the MCP config into Cursor or Claude Code. Authenticate with your Halo workspace. Done.

02

Ask anything about your customers

From bug triage to feature prioritization to doc updates, every answer is grounded in the same data Halo uses for Ask AI.

03

Ship better software, faster

Build what customers actually need, fix the things that actually break, and keep docs in sync without manual audits.

Bring customer signal into your editor

Request a demo and we'll wire the Halo MCP into your editor against a sample of your data so you can see what your IDE feels like with full customer context.