This starts an isolated local Mem0 2.2.1 sample. To check your existing Mem0 application, use the Python connector below. This sample is not a connection to your account.

First setup downloads Mem0 and Qdrant client dependencies into a dedicated environment. It needs internet and Python 3.11–3.13; later starts reuse the environment. No paid API key or model inference is used.

Checking local sample status…

Active memories and vectors share one store. Audit history is excluded; no answer cache exists. Trace owns this process and stops it when the engine shuts down.

Use the functions you already have.

from synapsoul_trace.sdk import serve_adapter
from synapsoul_trace.integrations.mem0 import mem0_adapter

# memory is your existing staging Mem0 instance
serve_adapter(mem0_adapter(memory), port=8879)

import {createTraceServer} from '@synapsoul/trace-adapter';

const server = createTraceServer({
  ingest, query, inventory, delete: remove
});
server.listen(8879, '127.0.0.1');

Map your API to a repeatable check.

Import OpenAPI 3 JSON to choose routes, then review the request and response fields. Trace does not infer what an endpoint deletes or whether an inventory is complete.

Use $namespace in every operation; $id/$text for ingest, $query for query, $ids for delete. Responses use dotted field paths. Inventory needs complete, source_records, vector_records and cache_records. Only an absent, explicitly excluded cache may use {"literal":0}.

trace adapter-serve --mapping trace.mapping.json --port 8879

Start this bridge locally, then connect http://127.0.0.1:8879/trace/v1 in My staging app. Review coverage and test connectivity before running. Supported: static route paths, JSON bodies, scalar GET query parameters, HTTP 200 JSON responses. Path parameters and streaming APIs need an SDK adapter.

Take the test with you.

Export saved connections and regressions without copying Trace’s evidence database. Bundles contain endpoint URLs, coverage and environment-variable names, never token values. Review their URLs before sharing.

Choose a file to review its destinations. No network calls are made by import.

Existing connections cannot be silently overwritten. Digests detect edits; they are not signatures or proof that a sender is trusted. Import creates no test records. Run and regression replay can create and delete synthetic records.