Verified writes
Keep important agent state explicit and inspectable.
// CLOUD MEMORY · QUICKTEST READY · MCP
BIL.INC
DURABLE MEMORY FOR AI AGENTS
Commit, recall, and inspect agent state with one hosted Cloud key.
pip install -U bilinc
PyPI v2.2.0Cloud SDK + CLI8 MCP tools
[ v2.2.0 STABLE ]█
// RESEARCH_RECEIPT.ARCHIVEVERIFIED SCOPE
FROZEN REGRESSION RECEIPT
LONG-TERM RETRIEVAL, RECEIPTED.
LongMemEval-s cleaned retrieval fixture, 500 questions
98.0%
LEGACY R@5
0.913
LEGACY NDCG@5
Frozen isolated retrieval guardrail — not a current hosted SLA, end-to-end agent score, or competitor ranking.
READ METHOD →what.is.bilinc
Memory that keeps a trail.
Bilinc gives long-running AI agents a hosted memory surface with clear writes, recall, and recovery.
Auditable history
Inspect how state changed, then recover after a bad run.
MCP for any agent
Attach Bilinc to Codex, Claude Code, Cursor, and local agent workflows.
operator routes
Three ways in.
start here
Connect your agent
Install the package and run your first hosted memory check.
Start in 60 sechosted path
Evaluate Bilinc Cloud
Try the SDK, CLI, and API-key workflow in one place.
Start trialbefore production
Review the boundary
See what the public package includes and what it does not.
Review trustwhy.not.just.vector.memory
Retrieval is not the whole memory problem.
Similarity search retrieves context. Bilinc adds a clear trail around the state your agent acts on.
# production memory questions
- Was this memory verified before it was written?
- Did it contradict prior agent state?
- Which run, tool, or operator created it?
- Can the team audit why state changed?
- Can the agent roll back after a bad write?
Vector memory
Retrieves similar text and helps with semantic search.
Bilinc state plane
Adds verification, revision, provenance, snapshots, rollback, and audit around memory.
// BOOT_SEQUENCE.SH
HOW IT WORKS
Install, connect, and use memory in three moves.
BILINC_TERMINAL — bash
BILINC SDK v2.2.0 • BUSL-1.1 • source access by request
faq
Three quick answers.
Is Bilinc a vector database?
No. It is a hosted memory surface for agent state and its history.
Is the PyPI package self-hosted?
No. The public package is a Cloud SDK, CLI, and MCP adapter.
Which agents can use it?
Any agent that can call Python, HTTP, or MCP.