Trust Scoring Python Packages

vault-for-llm

Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLite and MCP.

a2a-greenhelix-sdk

Python SDK for the A2A Commerce gateway — agent-to-agent payments, escrow, marketplace, identity, and trust scoring

gauntlet-cli

Behavioral reliability under pressure. Test how LLMs behave when things get hard.

good-egg

Trust scoring for GitHub PR authors based on contribution history.

veriswarm-mcp

Official SDKs and MCP server for VeriSwarm — trust infrastructure for AI agents

dominion-observatory-sdk

Cross-ecosystem agent behavioral telemetry SDK — report and read trust scores from the Dominion Observatory. The only MCP scoring network that accepts agent-reported runtime data.

langchain-trust-gate

LangChain tool for behavioral trust scoring via Dominion Observatory

langchain-mcp-trust-gate

Trust-gated MCP tool calls for LangChain via Dominion Observatory

openai-agents-trust-gate

Trust-gated MCP server wrapper for OpenAI Agents SDK via Dominion Observatory

garl-protocol

GARL Protocol Python SDK — cryptographic verification for AI agent actions. Signed Action Receipts (v0.1), multi-dimensional Trust Vector, capability tokens (JWT-shaped + ECDSA-secp256k1 + Biscuit-style attenuation), UETA §10(b) undo. + garl-verify CLI. Starting with code.

veriswarm

Official VeriSwarm Python SDK — trust scoring, event ingestion, and agent management for AI agents

crewai-dominion-trust

Trust-gated MCP tool calls for CrewAI via Dominion Observatory

agentic-workforce-framework

Python SDK for the Agentic Workforce Framework — an operating model for autonomous agent teams

fastmcp-dominion

Trust-gated MCP middleware for FastMCP via Dominion Observatory

dominion-observatory-langchain

LangChain / LangGraph integration for the Dominion Observatory — auto-report MCP tool calls and pre-flight trust-score gate any LangChain tool.

life-haima

Open-source Rust runtime for autonomous agents — 13 modules, 76 crates, 2625 tests. Event-sourced persistence (Lago), homeostatic regulation (Autonomic), x402 payments (Haima), cryptographic identity (Anima), distributed networking (Spaces), metacognitive evaluation (Nous), OpenTelemetry observability (Vigil).

ainfera-sdk

Official Python SDK for Ainfera — trust scoring and agent discovery for the AI agent economy. Powered by NVIDIA NIM and NeMo Guardrails.