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A brain for AI agents that actually learns — confidence scoring, negative results, gap detection. pip install attestdb && attest brain install

Project description

AttestDB

Claim-native knowledge graph for AI agents. Every fact has a source, a confidence score, and gets flagged when the source is wrong.

PyPI Python 3.11+ License: BSL-1.1 GitHub stars

60-Second Quickstart

pip install attestdb
attestdb quickstart

Why Not a Vector DB?

Vector DBs find similar text. AttestDB tracks whether claims are true -- with sources, confidence scores, and automatic retraction cascades when a source is wrong. Think of it as git for knowledge: every fact has provenance, and contradictions are surfaced, not hidden.

Features

  • 85M+ claims in production, microsecond queries (~12µs indexed lookups)
  • 30 connectors (Slack, GitHub, Gmail, Postgres, etc.)
  • 106 MCP tools -- give your AI agent persistent memory
  • Rust engine (LMDB) -- 1.3M claims/sec insert
  • Automatic retraction cascades when sources are wrong
  • Gap detection -- finds what your knowledge graph is missing

Give Your AI Agent a Brain

pip install attestdb
attestdb mcp-config
# Restart Claude Code -- your agent now remembers across sessions

7-Day Pro Trial

attestdb trial start    # No credit card required

Pro plan includes: 1M cloud API tokens, hosted queries, team features.

Pricing

Free Pro ($99/mo) Growth ($249/mo) Team ($499/mo) Enterprise
Local DB Unlimited Unlimited Unlimited Unlimited Unlimited
Cloud tokens -- 1M/mo 5M/mo 10M/mo Custom
Connectors All 30 All 30 All 30 All 30 All 30
MCP tools 106 106 106 106 106
Team features -- -- -- Yes Yes
SOC 2 -- -- -- -- In progress

Links

Contributing

We welcome contributions! See CONTRIBUTING.md for guidelines.

License

BSL-1.1 -- free for non-production use. Production use requires a license. See LICENSE for details.

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