Memory for Agents

Persistent context that follows your AI across sessions. Automatic ingestion, confidence-scored facts, zero commands needed.

$npm install -g @plumb/mcp-server
$plumb init
GitHub Stars
Self-host for free

Hosted version coming soon — hello@getplumb.dev

AI agents have no long-term memory

Every session starts from scratch

Your agent forgets what it learned yesterday. You repeat yourself, every time.

"Remember this" shouldn't be a command

Manual memory management breaks flow. Context should be captured automatically.

Context is scattered across tools

Notes in one place, chat history in another. No single source of truth for what your agent knows.

How it works

01

Ingest

Agents talk. Plumb listens. Every conversation is logged automatically via the MCP protocol — no manual saves, no commands.

conversation.log
User: I prefer spaces over tabs
Agent: Noted, I'll use spaces for indentation
02

Extract

Facts are pulled from raw conversation logs, deduplicated, and scored by confidence. Stale facts decay over time so your agent stays current.

extracted fact
{
  "subject": "user",
  "predicate": "prefers",
  "object": "spaces over tabs",
  "confidence": 0.95,
  "decay": 0.98
}
03

Retrieve

When your agent needs context, a single MCP tool call returns the most relevant facts. Drop this into your config and it just works.

mcp.json
{
  "mcpServers": {
    "plumb": {
      "command": "plumb",
      "args": ["serve", "--mcp"],
      "env": {
        "PLUMB_STORE": "~/.plumb/store.db"
      }
    }
  }
}

Simple pricing

Start free with the open-source core. Upgrade when you want hosted infrastructure.

OSS

Free

Self-host on your own machine. MIT licensed.

  • SQLite local storage
  • Automatic conversation ingestion
  • Confidence-scored fact extraction
  • Recency decay
  • MCP server included
  • Unlimited sessions
Self-host

Solo

$9/mo

Hosted infrastructure. Zero ops.

  • Everything in OSS
  • Postgres + pgvector on Supabase
  • Cross-device sync
  • Semantic search over facts
  • Automatic backups
  • Priority support
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