MEMTRACE FOR ENGINEERING TEAMS

Run more coding agents. Keep context, cost, and change risk under control.

Teams gives your organization member seats and unlimited local graph queries. Add managed hosting so your engineers and agents can share one code graph and decision history.

TEAMS + HOSTINGrepository / 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.

01TOKEN EFFICIENCY

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

02CHANGE RISK

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

03PARALLEL WORK

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

04TEAM MEMORY

Keep hard-won decisions with the code.

With shared hosting, new engineers and agents can use the same decision history 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.

Teams is $29 per member each month, with a local database for each member. Hosted Small adds one shared database for $349 per organization each month, plus your Teams seats.

Engineering contextUNDER YOUR CONTROL
01
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.

02
MEMORY

Keep databases local, or add shared hosting.

Teams seats use local MemDB. Add a dedicated Memtrace-managed database when your members need to share data.

03
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.

  1. 01

    Connect one repository

    Sign in, receive the Community license, and connect one coding agent through MCP.

  2. 02

    Prove the workflow

    Use real changes to measure search effort, token use, review context, and change risk.

  3. 03

    Choose local or shared memory

    Keep each member’s database local, or add managed hosting for one shared organization database.

  4. 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.