Stop paying to rediscover the same codebase.
Every agent starts with a current code map and targeted context instead of searching the repository from scratch.
202 response tokens per correct answer in our public benchmark
MEMTRACE FOR ENGINEERING TEAMS
Run more coding agents. Keep context, cost, and change risk under control.
Memtrace gives every agent the same live code map, decision history, and view of active work. Agents spend fewer tokens searching, while teams catch risk before review.
TEAM CONTEXT LIVErepository / main
YOUR CODEBASECode and APIsFunctions · callers · history
MEMTRACEShared engineering contextMapped once. Reused by every agent.Developer agent
Review agent
Parallel agent
202response tokens per correct answer
96.6%top-1 exact-symbol accuracy
42.5 msp95 update-to-query time
Method and raw results WHY TEAMS BUY MEMTRACE
More useful work from every agent. Less context overhead around every change.
One product keeps code structure, decisions, impact, and parallel work available across the engineering workflow.
See what a change affects before review.
Trace callers, services, tests, and governing decisions before an edit becomes review work or a production surprise.
Graph-backed impact, not another text search
Add agents without adding merge confusion.
Published intent and live edit state show where developers and agents overlap before changes collide.
Shared-file and symbol overlap stays visible
Keep hard-won decisions with the code.
New engineers and agents can see why the code works this way after the original author has moved on.
Decisions remain attached as the code changes
CONTROL WITHOUT A PLATFORM MIGRATION
Your code stays where it is. Your team decides where memory runs.
Start locally, keep your current coding tools, and place shared memory inside infrastructure your organization controls.
Engineering contextUNDER YOUR CONTROL
SOURCE
Code analysis stays local by default.
Memtrace reads the repository where it already lives. Source does not need to move into another code platform.
MEMORY
Run shared memory inside your infrastructure.
Self-host MemDB inside the boundary your security team already controls.
TOOLS
Keep the coding tools your team already uses.
Connect Memtrace through MCP instead of replacing editors, agents, or review workflows.
A PRACTICAL ROLLOUT
Prove value in one repository. Expand when the workflow earns it.
- 01
Connect one repository
Sign in, receive the Community license, and connect one coding agent through MCP.
- 02
Prove the workflow
Use real changes to measure search effort, token use, review context, and change risk.
- 03
Add team memory
Deploy MemDB in your infrastructure and keep decisions available across the team.
- 04
Coordinate parallel work
Publish intent, surface overlap, and give reviewers the affected code before merge.
START WITH ONE REPOSITORY
See what your agents miss today.
Sign in, receive your license, and connect the coding agent your team already uses. No platform migration is required.