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.
halo-agentsAsk AI · tickets, session logs, LinearDoneThe 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.
Tickets
Linear
StripeThe 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.
halo-agents14 tickets, 3 callsDone4 accounts, $186K ARR affected:
TechFlow
Enterprise · 6 tickets
Northwind
Growth · 4 tickets
Datawise
Growth · 3 tickets
Brightline
Starter · 1 ticket
HubSpot
ZoomStripeDrop-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.
4 accounts, $186K ARR affected: TechFlow, Northwind, Datawise, Brightline.
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.
Tickets
HubSpot · 12,847
Calls
Zoom, Fathom · 1,203
Issues
Linear · 486 open
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.
Also try asking
- What error message has been showing up most in support tickets?
- Which page has the most rage clicks based on session data?
halo-agentsAsk AI · session logs, ticketsDonePrioritize 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.
Also try asking
- Which feature gaps are mentioned most in lost-deal call transcripts?
- Rank the open feature requests by total ARR of accounts asking.
| Request | Accounts | ARR | |
|---|---|---|---|
| Salesforce sync | 18 | $742K | Planned |
| SAML SSO + SCIM | 12 | $515K | In progress |
| Audit log export | 9 | $298K | Backlog |
| Custom roles | 7 | $204K | Backlog |
HubSpotLinear
CallsUpdate 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.
Also try asking
- Draft a doc update for the new webhook setup flow.
- Where do users still get stuck even after reading a doc?
Setting up webhooks
Changed in v4.2 · 31 tickets since
Connecting Salesforce
Steps 4–6 confuse users · 12 tickets
Managing API keys
Confidence 96%
Inviting your team
Confidence 92%
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.
Also try asking
- Has this exact error pattern happened before? What was the fix?
- Summarize the support tickets filed in the last hour.
Acme Robotics
Enterprise · $240K ARR
TechFlow
Enterprise · $96K ARR
Northwind
Growth · $48K ARR
Similar: ENG-1184 · Mar 12
Fixed by raising the gateway timeout
Works with
Any MCP-aware editor or agent
Point Cursor, Claude Code, or any other MCP client at Halo and sign in once. Every answer is scoped to your workspace.
Cursor
Settings › MCP › Add new MCP server
Claude Code
HTTP server · app.haloagents.ai/api/mcp
Other MCP clients
Any client that speaks MCP over HTTP
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
Add the Halo MCP to your editor Drop the MCP config into Cursor or Claude Code. Authenticate with your Halo workspace. Done.
halo-agentsAsk AI · 41 callsDone- Salesforce sync · 11 deals
- SAML SSO · 7 deals
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.
API key pointer in Step 3
#2214 · closes 22 tickets
Webhook timeout to 30s
#2209 · ENG-1201
Docs: Webhook setup
Help center · v4.2
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
Start free, or 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.