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Agent Compass by Future AGI vs AgentFacts

Creates a truth graph for agents; AgentFacts focuses on identity and audit logs.
Agent Compass by Future AGIYour AI Agent's Truth GraphAgentFactsOpen Source Python SDK for AI Agents Identity

Side by side

What it is
Agent Compass by Future AGI:Agent Compass turns AI agent traces into reliability insights, auto-clusters failures, detects hallucinations and tracks performance.
AgentFacts:AgentFacts is an open-source Python SDK that gives AI agents cryptographic identities, signed metadata and transparency logs.
Best for
Agent Compass by Future AGI:AI agent reliability and hallucination detection
AgentFacts:Verifiable AI agent identities
Who it’s for
Agent Compass by Future AGI:Teams building and operating AI agents who need debugging and safety monitoring.
AgentFacts:Developers building autonomous AI agents who need verifiable, portable identities.
Pricing
Agent Compass by Future AGI:Freemium
AgentFacts:Open source
Open source
Agent Compass by Future AGI:—
AgentFacts:Yes, 33 GitHub stars
Works with
Agent Compass by Future AGI:—
AgentFacts:Python, LangChain, Hugging Face, Any verified credential provider, UCP, TAP, AgentPay, A2A
DevHunt upvotes
Agent Compass by Future AGI:17
AgentFacts:2
Launched on DevHunt
Agent Compass by Future AGI:Nov 2025
AgentFacts:Jan 2026

Agent Compass by Future AGI features

  • Guardrails. Blocks AI hallucinations in real-time with configurable guardrails.
  • Evaluations. Runs comprehensive evaluations using 20+ metrics.
  • Error Feed. Provides Sentry-style error tracking for AI agents.
  • Simulations. Simulates thousands of multi-turn conversations for testing.
  • Synthetic Data. Generates diverse, realistic test data for agents.
  • Tracing. End-to-end request tracing across agent calls.
  • Dashboards. Custom drag-and-drop dashboards for performance monitoring.
  • Alerting. AI-powered alerts for anomalies and hallucination spikes.
Agent Compass by Future AGI on DevHunt →Alternatives

AgentFacts features

  • Decentralized IDs. Creates self-sovereign DIDs stored in an immutable transparency log.
  • Signed Metadata. Signs capabilities, policies and model hashes with Ed25519 for tamper-evidence.
  • Transparency Log. Records every registration and update in an immutable Merkle log.
  • Policy Compliance. Embeds GDPR, HIPAA and other compliance assertions that are verified before execution.
  • Discovery Card. Publishes a /.well-known/agentfacts.json card for easy agent discovery and verification.
  • Protocol Adapters. Generates adapters for UCP, TAP, AgentPay and A2A agent-to-agent exchanges.
AgentFacts on DevHunt →Alternatives

Based on each tool's website and DevHunt data. Details may change; check the official sites.