bilinc 2.0.0

Cloud-only memory SDK and MCP adapter for autonomous agents

Bilinc

Cloud-only memory SDK and MCP adapter for autonomous agents.

Bilinc 2.0 on PyPI is intentionally thin: it does not ship the local StatePlane, storage backends, evaluation harness, or server internals. The public package connects agents to hosted Bilinc Cloud at https://bilinc.space.

pip install bilinc
export BILINC_API_KEY=bil_live_...

Start a 7-day trial at https://bilinc.space/signup, create an API key, then use the SDK, CLI, or MCP adapter from your agent runtime.

Python SDK

import os
from bilinc import CloudClient

client = CloudClient(api_key=os.environ["BILINC_API_KEY"])

client.commit(
    "agent.intent",
    {"goal": "ship reliable memory"},
    memory_type="semantic",
    importance=0.9,
)

results = client.recall("reliable memory", profile="balanced", limit=5)
status = client.status()

CLI

bilinc signup
bilinc commit --key USER_PREF --value '{"theme":"dark"}'
bilinc recall --query "user preference" --profile balanced --limit 5
bilinc status

All commands use BILINC_API_KEY unless --api-key is passed explicitly.

MCP adapter

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

What is included in 2.0

• bilinc.CloudClient
• bilinc.Bilinc alias
• bilinc CLI for hosted commit, recall, status, and signup
• bilinc.cloud_mcp adapter entrypoint

What is not included

• Local StatePlane
• SQLite/PostgreSQL storage backends
• Z3/networkx local runtime dependencies
• Local MCP server internals
• Evaluation, observability, and integration packages

Those internals remain separate from the public PyPI install path. Use Bilinc Cloud for hosted storage, retention, audit, API keys, and billing-backed entitlements.

License

BUSL-1.1.