Agents get exactly the access they need. Nothing more.

Your agents never connect to your systems or hold their keys. They ask TraceMem for the data they need and say why, and they get only what you’ve switched on: read, create, update or delete, product by product.

claims-agent asksMay work for: claim settlement, fraud review

Mark claim CLM-20931 as settled

updateclaimsfor claim settlement
Data productRReadCCreateUUpdateDDelete
claimson PostgreSQL
customer_profileson HubSpot
paymentson Stripe
incidentson PagerDuty
Checking the grant and the board…

Flip a switch to change the rules. Illustrative names.


No passwords in the agent. Nothing to leak.

Agents usually carry the keys to every system they touch. With TraceMem they carry one key that only works through TraceMem, under the rules you set. Database passwords and API tokens stay with TraceMem, inside your network.

claims-agent / .envWithout TraceMem
  • CLAIMS_DB_URL=postgres://svc_admin:W1nt3r!••••@claims-db:5432
  • STRIPE_SECRET_KEY=sk_live_••••••••••••••••4f2a
  • HUBSPOT_TOKEN=pat-eu1-7c1f••••••••••••9d20
  • PAGERDUTY_API_KEY=u+Kx3••••••••••••Qe9A
  • AWS_SECRET_ACCESS_KEY=wJalrXUt••••••••••EXAMPLEKEY
claims-agent / .envWith TraceMem
TRACEMEM_AGENT_KEY=tm_agent_••••7f3a

If this agent is ever compromised, there is no database password or API token in it to steal.


More than 50 systems. One front door.

Your databases, warehouses, business apps, cloud accounts and developer tools, all behind the same controls. Agents reach every one of them the same governed way, and never directly.

  • PostgreSQL
  • MySQL
  • MariaDB
  • MongoDB
  • SQL Server
  • CockroachDB
  • TiDB
  • TimescaleDB
  • SAP HANA
  • EdgeDB
  • Cassandra
  • Cosmos DB
  • DynamoDB
  • Neo4j
  • Redis
  • InfluxDB
  • Prometheus
  • Snowflake
  • BigQuery
  • Databricks
  • Redshift
  • Synapse
  • ClickHouse
  • Druid
  • Pinot
  • Iceberg
  • Elasticsearch
  • OpenSearch
  • Solr
  • Pinecone
  • Weaviate
  • Milvus
  • Chroma
  • Amazon S3
  • Cloud Storage
  • Azure Blob
  • MinIO
  • Salesforce
  • HubSpot
  • Stripe
  • Zendesk
  • PagerDuty
  • AWS
  • Azure
  • Google Cloud
  • GitHub
  • GitLab
  • Jira
  • Linear
  • And anything with a REST API
    or an MCP server

Agents arrive through MCP, the HTTP API, or the TypeScript and Python SDKs. However they arrive, they take the same governed path.


Every access has a reason attached.

An agent says why it wants the data, every time. The same record, asked for a different reason, gets a different answer, and the reason is kept with the record of what happened.

claims-agent may read customer_profiles for claim settlement or fraud review.

The agent asks to read a customer profile for…

StoppedNo grant covers marketing campaign. The request stops, and the attempt is still recorded with the reason it gave.

Every attempt lands in the decision trace, allowed or not.


Tell us what your agents connect to today, and what they hold to do it.