Give your AI the context it's
Connect your tools once. We structure, cross-reference, and keep your context current — so AI can analyze, compose, and act on your work.
No credit card required
Average daily time spent gathering context across tools
McKinsey, 2023
Average number of app switches per day for knowledge workers
Harvard Business Review
Of work time spent on 'work about work' rather than skilled work
Asana Anatomy of Work
“I used to spend the first hour of every day just figuring out what happened overnight. Now I open Sembla and everything is already there.”
Alex R.
Engineering Manager
“The biggest surprise was how much my AI tools improved. Same Claude, same prompts — but with Sembla's context, the answers actually know my project.”
Maria K.
Product Lead
You know this routine.
Check tasks
Scan channels
Review updates
Check calendar
Re-explain everything
The problem isn't your AI. It's that your AI is blind.
One question. Full context.
A workspace that structures your tools into live context — for you and your AI.
Weekly Status
Auto-updated every 4 hours
| Issue |
|---|
| PROJ-142 Fix auth token refresh |
| PROJ-138 Add export CSV |
| PROJ-145 Update onboarding |
| MR |
|---|
| !423 refactor: auth middleware |
| !421 feat: CSV export endpoint |
See also: [[Sprint Board]] · [[Team Roadmap]]
Your work context, structured and always current. Sync blocks pull live data from your tools.
From connected tools to real answers.
Connect
One-click OAuth for Jira, Slack, GitHub, Notion, and 100+ tools. Takes 2 minutes.
Structure
We organize, cross-reference, and pre-compute your context. Not raw data — structured knowledge.
Ask
Query your full work context in natural language. Answers span all your tools.
Act
Create tickets, update docs, send messages — with confirmation before any write action.
Use anywhere
"I can't go back."
What we hear after the first week.
“I open Sembla and in 30 seconds I know exactly what happened overnight. Issues updated, PRs merged, messages I need to respond to. No more tab marathon.”
Engineering Manager, Series B startup
“I used to spend 15 minutes before each 1:1 gathering context. Now I ask Sembla and get a complete briefing with talking points in seconds.”
VP Engineering, 40-person team
“Sprint planning used to start with 20 minutes of 'what's the status of...' questions. Now we just open the workspace and everything's there.”
Product Manager, SaaS company
“Same Claude, same prompts — but the answers went from generic to actually knowing my project. The MCP server is a game-changer.”
Senior Developer, remote team
Your role. Your workflows. One tool.
Morning standup prep
DailyBefore
Open Jira, Slack, GitHub, Calendar. Piece together status manually. 20 min.
After
Open Sembla workspace. Full team status in one view. 2 min.
1:1 preparation
WeeklyBefore
Check each report's tickets, PRs, Slack messages. 15 min per person.
After
Ask Sembla for 1:1 brief. Context + talking points. 30 sec.
Sprint retrospective
Bi-weeklyBefore
Manually compile velocity, blockers, highlights from multiple tools.
After
Structured sprint summary with cross-referenced data. Ready instantly.
Escalation handling
Ad-hocBefore
Hunt across channels for timeline and context. Often miss details.
After
Full incident context from all tools in one query.
Before and after.
Morning Briefing
6x fasterBefore
- •Open Jira — check sprint board
- •Open Slack — scan 5 channels
- •Open GitHub — check open PRs
- •Open Calendar — review today's meetings
After
- •Open Sembla workspace
- •Everything's there, cross-referenced
- •2 minutes instead of 12
10 min saved daily
1:1 Preparation
10x fasterBefore
- •Check each report's Jira tickets
- •Review their PRs and code reviews
- •Search Slack for recent messages
- •Compile talking points manually
After
- •Ask Sembla: 'Prep my 1:1 with Sarah'
- •Get structured brief with context
- •1 minute instead of 15
14 min saved per 1:1
Cross-Tool Status
InstantBefore
- •Manually check 4-5 different tools
- •Copy-paste data into a doc
- •Try to spot connections between updates
- •Information is stale by the time you finish
After
- •Workspace shows live synced data
- •Cross-references built automatically
- •Always current, always structured
30 min saved per update
Regular Updates
5x fasterBefore
- •Gather data from each tool
- •Write status manually
- •Format for stakeholders
- •Send via email or Slack
After
- •AI generates from structured context
- •Review and send
- •5 minutes instead of 25
20 min saved per update
Context for AI Tools
Always currentBefore
- •Copy-paste project context into prompts
- •Re-explain your setup every session
- •Generic answers that miss your specifics
- •Context gets stale immediately
After
- •MCP server provides context automatically
- •Claude/Cursor know your project
- •Answers reference your actual work
Better AI answers, zero effort
Your time is worth more than copy-paste.
Starter
For individuals getting started with structured context.
- ✓3 connected tools
- ✓1 workspace
- ✓Daily sync refresh
- ✓AI chat (50 queries/month)
- ✓Community support
Pro
For professionals who need full context across all tools.
- ✓Unlimited tools
- ✓Unlimited workspaces
- ✓4-hour sync refresh
- ✓Unlimited AI chat
- ✓MCP server access
- ✓Custom sync prompts
- ✓Priority support
Team
For teams that need shared context and collaboration.
- ✓Everything in Pro
- ✓Team workspaces
- ✓Shared context views
- ✓Admin controls
- ✓SSO / SAML
- ✓Dedicated support
“We built Sembla because we were tired of the same routine: open six tabs, piece together context, then explain it all to AI that should already know. The gap isn't tool access — it's structured context. That's what we're fixing.”
Dmytro Miedviediev
Founder, Sembla
Stop re-explaining your work to
Connect your tools in 2 minutes. Your AI will finally know your work.