Bilinc

Bilinc is a ReARC Labs product for hosted, verifiable AI agent memory.

Bilinc 2.1.4 on PyPI is the public cloud-only package: a thin Python SDK, CLI, and MCP adapter for Bilinc Cloud. It does not ship the local StatePlane, storage backends, eval, observability, integrations, or server runtime internals.

Start in 60 Seconds

pip install -U bilinc
bilinc start

bilinc start is the first-run guide. The activation target is simple: reach a passing bilinc quicktest, which performs one hosted commit, one hosted recall, and one Cloud status check.

1. Start the 7-day Bilinc Cloud trial at https://bilinc.space/signup.
2. Confirm email.
3. Create one hosted API key in the Cloud dashboard.
4. Connect the CLI:

bilinc login --api-key bil_live_...
bilinc quicktest

If you prefer a browser guide, open https://bilinc.space/install and follow the same four-step path.

Python SDK

from bilinc import CloudClient

client = CloudClient()  # reads BILINC_API_KEY or a key saved by `bilinc login`
client.commit("agent.goal", {"ship": "reliable memory"}, memory_type="semantic")
results = client.recall("agent goal", limit=5)
status = client.status()

For server, CI, and hosted agent runtimes, store the key as BILINC_API_KEY.

CLI

bilinc status
bilinc commit --key agent.goal --value '{"ship":"reliable memory"}'
bilinc recall --query "agent goal"
bilinc doctor

Useful first-run commands:

bilinc start
bilinc login --api-key bil_live_...
bilinc quicktest
bilinc mcp install

MCP Adapter

{
  "mcpServers": {
    "bilinc": {
      "command": "python",
      "args": ["-m", "bilinc.cloud_mcp"],
      "env": { "BILINC_API_KEY": "bil_live_..." }
    }
  }
}

The adapter exposes hosted commit, recall, and status operations. It does not bundle local runtime internals.

Hosted Endpoints

• Health: GET https://bilinc.space/api/cloud/health
• Commit: POST https://bilinc.space/api/cloud/memory/commit
• Recall: POST https://bilinc.space/api/cloud/memory/recall

Authenticated memory operations require an active Bilinc Cloud entitlement.

Links

• Website: https://bilinc.space
• Signup: https://bilinc.space/signup
• Install guide: https://bilinc.space/install
• Quickstart: https://bilinc.space/docs/quickstart
• Cloud quickstart: https://bilinc.space/docs/cloud-quickstart
• Migration guide: https://bilinc.space/docs/migration-v2
• PyPI: https://pypi.org/project/bilinc/

License

BUSL-1.1. See LICENSE.