Sourced as an MCP server for AI agents: corroboration verdicts (assess), transparency-chain verification (verify_chain), and the G1–G7 honesty suite (run_conformance).

The corroboration primitive: how many independent sources corroborate a claim, since when, with receipts. Never 'true' — always 'sourced'.

Proof-of-Time attestation — Ed25519-signed timestamps with multi-source corroboration and explicit error bounds. IETF draft-helmprotocol-tttps

ElizaOS plugin for Concordance: cross-source search and claim corroboration across 18 real-time data sources, paid per call via x402 (USDC on Base).

The Sourced honesty guarantees (G1–G7) as an executable, adversarial conformance suite — point it at any corroboration engine.

Cross-source search, corroboration, and structured data (18 real-time sources: news, SEC filings, court opinions, academic papers, economic indicators, market data) via Concordance, paid per call in USDC on Base through x402 -- no API keys.

Audit a website's customs-house posture for AI agents. Scores 8 dimensions — crawler policy, bot auth, MCP/ACP exposure, agent-actionable Product/Offer, brand identity corroboration, regulatory transparency — and generates a drop-in customs declaration (r

El primer ingeniero QA Autónomo integrado al CI/CD. Creado por Arcadial.

OpenExecution provenance plugin for OpenClaw — forwards agent lifecycle events to an OE platform instance for behavioral ledger recording and cross-stream corroboration

Limitless.ai Pendant connector for Remnic — pull, clean, and remember wearable transcripts

Omi AI wearable connector for Remnic — pull, clean, and remember necklace transcripts via the Omi Developer API

Self-hosted memory layer for AI agents — MCP server backed by Postgres + pgvector + knowledge graph

MCP server that tells AI agents how independently corroborated a claim is — sources, syndication-aware independence, and an honest confidence score.

Open-source security-first runtime for AI agents that learn and act across sessions.

Shadow AI Discovery — daily heuristic scan for AI agents on macOS endpoints; writes a local JSON report.

A domain-agnostic AI journalist / blog-generation engine behind hexagonal ports.

Output verification for Reactive Agents — semantic entropy and fact decomposition

Deep research extension for pi — parallel web research via Firecrawl with iterative query refinement

Local-first memory and coordination layer for AI coding agents. Shadow Brain stores source-backed project lessons, recalls them across Codex, Claude Code, Cursor, Cline, OpenCode, and other tools, generates resume briefings, audits memory quality, exports

Local-first memory and assertion ledger for AI coding agents. Confidence-weighted, contradiction-aware, token-budgeted context over MCP.