Your codebase, AI-ready in minutes.
One scan, all your repos. A unified knowledge base that understands how every service connects. Answers like a senior engineer, in seconds.
Same accuracy. 25x faster. 5x cheaper.
Other tools read thousands of files on every question. Recall queries pre-extracted knowledge instead. Same answers, fraction of the time and tokens.
| Recall MCP | Claude Code | Copilot | |
|---|---|---|---|
| Accuracy | 1.00 | 1.00 | 1.00 |
| Hallucination rate | 0% | 0% | — |
| Tokens per question | ~6,000 | ~30,000 | ~30,000 |
| Total tokens (30 Qs) | ~180K | ~900K | ~900K |
| Response time | ~15 sec | ~6 min | ~6 min |
Same accuracy. 5x cheaper. 24x faster. The difference? Recall provides pre-extracted knowledge instead of searching files blindly.
Tested on Twenty CRM. 17,700 files, 264 MB, 31,045 extracted facts. 30 real-world questions.
Other tools work inside one repo at a time.
Recall connects all of them. Cross-repo context in seconds.
Ask how data flows from Service A to Service D across 5 repos. Get the full trace with every hop, handler, and event. No file scanning, no guessing.
How it works
From raw codebase to AI-ready team in minutes. The knowledge base stays fresh automatically. No maintenance needed.
Scan
Build the foundation in minutes
Point Recall at any codebase. It extracts patterns, conventions, dependencies, and architecture into a structured knowledge base. Multi-repo, any language, any size.
Review & Update
Automated PR reviews + KB stays fresh
Every PR gets reviewed against your knowledge base. Catches pattern violations and regressions. On merge, the KB auto-updates with only the changed modules. No manual rescans.
Use everywhere
Every AI tool becomes codebase-aware
Connect via MCP to Claude Code, Cursor, or any compatible tool. Your entire team gets codebase-aware answers, from day-one devs to senior architects.
Visualize
See your codebase as a living graph
Interactive 3D dependency graph built from your knowledge base. Explore module relationships, spot clusters, and understand architecture at a glance.
One knowledge base. Endless possibilities.
If it needs codebase context, Recall powers it. Your imagination is the limit.
PR Review
Every pull request gets reviewed against your knowledge base. Catches pattern violations, regressions, and convention drift that lint rules miss.
Don't take our word for it. Here's the data.
We planted 35 real bugs across 5 PRs and ran every major AI review tool. Knowledge-grounded review finds more.
RECALL Query Benchmark | 30 architectural questions, 17,700 files
PR Review Benchmark
5 PRs · 35 bugsLogic errors, config mistakes, regressions, and pattern violations
Simple pricing. No surprises.
BYOK: you bring your own API key. You only pay us for the platform.
On-premise only. Your code never leaves your infrastructure.
Starter
For individual developers and small projects
- 1 repository
- MCP server access
- PR review integration
- BYOK (your API keys)
- Community support
Team
For teams that ship fast and need full context
- Up to 10 repositories
- Multi-repo unified KB
- MCP server access
- PR review integration
- Codebase graph
- BYOK (your API keys)
- Priority support
Enterprise
Self-hosted, unlimited, your infrastructure
- Unlimited repositories
- Multi-repo unified KB
- Self-hosted deployment
- Code never leaves your network
- BYOK (your API keys)
- Custom integrations
- SLA & dedicated support
- Annual license key
We're currently in early access, running pilot programs with select teams. adrian.klostermann@gmail.com
Stop waiting for AI to catch up. Make it ready today.
One scan across all your repos. Full cross-repo context: architecture, data flows, and design decisions.