Learned by one.
Remembered by all.
Claude Code
Cursor
Codex
WindsurfA shared memory layer for AI coding tools. Errors fixed by one developer are automatically prevented for everyone else.
Your AI tools have amnesia.
Your team pays the price.
Same errors, different developer
Developer A fixes a build error on Monday. Developer B hits the exact same error on Tuesday. No one connected the dots.
Burning through AI quota
Bloated sessions, repeated context, redundant explorations. Your team is paying for the same knowledge over and over.
Onboarding takes months
New hires start every AI session from scratch. Six months of accumulated project knowledge? Locked in other people's chat history.
clauditor gives your AI tools a shared memory — so knowledge compounds instead of repeating.
Trusted by engineering teams
"Our team burned through Claude Max quota in 3 days. After clauditor, the same work takes 2 weeks of quota. Game changer for budget planning."
"New engineer joined Monday. By Tuesday their Claude sessions already knew our entire build system. Zero onboarding friction."
"Same dotnet restore bug hit 4 developers across 2 weeks. With clauditor it would have been caught once and prevented for everyone."
"We switched from Cursor to Claude Code mid-project. All our accumulated knowledge came with us. No context lost."
"The session rotation alone justified the install. We went from 418M tokens/week to 157M. That's real money saved."
"I pointed my new AI intern at the repo and it understood everything on day one. clauditor made our codebase AI-native."
"Stop telling your AI the same thing every session. clauditor remembers so you don't have to."
"Every fix, every workaround, every 'this only works on Linux' — captured once, shared across the whole team's AI sessions."
"Our team burned through Claude Max quota in 3 days. After clauditor, the same work takes 2 weeks of quota. Game changer for budget planning."
"New engineer joined Monday. By Tuesday their Claude sessions already knew our entire build system. Zero onboarding friction."
"Same dotnet restore bug hit 4 developers across 2 weeks. With clauditor it would have been caught once and prevented for everyone."
"We switched from Cursor to Claude Code mid-project. All our accumulated knowledge came with us. No context lost."
"The session rotation alone justified the install. We went from 418M tokens/week to 157M. That's real money saved."
"I pointed my new AI intern at the repo and it understood everything on day one. clauditor made our codebase AI-native."
"Stop telling your AI the same thing every session. clauditor remembers so you don't have to."
"Every fix, every workaround, every 'this only works on Linux' — captured once, shared across the whole team's AI sessions."
One knowledge layer
across every AI coding tool.
An open-source CLI captures what your team learns. A cloud hub consolidates it. An MCP server delivers it to any tool.
Capture
The CLI hooks into your AI tool and captures errors, fixes, file activity, and session context automatically. No manual tagging, no config.
Consolidate
The hub deduplicates knowledge, ranks entries by corroboration confidence, and distills a project brain. What five developers know becomes one coherent context.
Deliver
At session start, the right knowledge is injected into whichever tool your developer uses — Claude Code, Cursor, Codex, Windsurf — via the MCP protocol.
Knowledge that compounds
across your team.
Every fix, every decision, every failed approach — captured once, shared everywhere.
Error Prevention
Before your AI runs a command, clauditor checks if it's known to fail. The fix is injected — the error never happens.
Team Brain
LLM-consolidated knowledge from every session. Ranked by corroboration confidence, not recency.
Skill Discovery
When agents repeat the same task 3+ times, clauditor detects the pattern and packages it as a reusable skill.
Tool-Agnostic
Claude Code, Cursor, Codex, Windsurf — one knowledge layer via MCP. Switch tools without losing context.
Day-One Onboarding
A new hire's first AI session knows everything the team learned in 6 months.
Session Rotation
Detects bloated sessions and rotates them — saving context, preserving progress. 62% quota reduction measured.
Real results from seven days
of Claude Code usage.
Session rotation alone saved 62% of quota. These numbers are from a single developer — teams compound the effect.
418M tokens → 157M tokens · 261M saved (62%) · 37 sessions · 7 days
Two commands. That's it.
No config files, no dashboard signup required. Install the CLI and start capturing knowledge from your next session.
Free to start.
Built to scale with your team.
Personal memory + a small team hub to try the shared side.
Join waitlist →- CLI + personal memory (unlimited)
- 1 project on the team hub
- 50 saved learnings
- 20 MCP calls per month
- All CLI commands
- No credit card required
Shared knowledge. Smarter AI for every teammate.
Join waitlist →- Unlimited projects + learnings
- Unlimited MCP calls
- LLM-consolidated project brain
- Team error prevention
- Pattern extraction + skill discovery
- GitHub PR capture
- Integrations (Linear, Notion)
- Team analytics dashboard
Full control. Custom deployment. Large teams.
Contact us →- Everything in Team
- SSO (SAML / OIDC)
- Audit logs
- Data residency (EU, US)
- Self-hosted hub option
- Priority support
- Unlimited users
Works with your AI agent.
If your AI tool supports MCP, it works with clauditor.
Stop repeating the mistakes
your team already solved.
Two commands to install. Zero config. MIT licensed. Your AI coding tools start getting smarter from the first session.