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giskard

🐢 Open-Source Evaluation & Testing library for LLM Agents

agent-bom

Open security scanner for AI supply chain and infrastructure: agents, MCP, containers, cloud, GPU, and runtime with blast-radius analysis.

ai-bom

AI Bill of Materials — discover every AI agent, model, and API in your infrastructure

asqav

Python SDK for AI agent governance - audit trails, policy enforcement, quantum-safe signatures. Works with LangChain, CrewAI, MCP.

mcpsafetywarden

MCP servers expose tools with no information about what they actually do at runtime. mcpsafetywarden sits between your agent and any MCP server, profiling tool behavior, blocking destructive calls, and running active security audits before you trust them in a workflow.

sunglasses

Sunglasses for AI agents. Protection layer + neighborhood watch.

medusa-security

AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo

q-uestionable-ai

Agentic AI Security Research

navi-sanitize

Deterministic input sanitization for untrusted text — invisible characters, homoglyphs, and encoding tricks, handled before your code sees them. Zero dependencies, no ML. Python 3.12+.

agent-airlock

Open-source security firewall for AI agents — validates tool calls, strips ghost arguments, enforces type safety, PII masking, RBAC, cost tracking & sandbox isolation. Works with LangChain, OpenAI Agents SDK, PydanticAI & CrewAI.

assay-it

CI-native evidence compiler for agent systems: MCP policy enforcement, evidence receipts, Trust Basis claims, and reviewable artifacts.

axio

Axio — Asynchronous eXtensible Intelligent Orchestration. A minimal, streaming-first, protocol-driven foundation for LLM-powered agents.

insa-its

Runtime Security for Multi-Agent AI — Website & Documentation

agent-audit-kit

Security scanner for MCP-connected AI agent pipelines — 77 rules, 13 scanners, OWASP Agentic 10/10, GitHub Action, SARIF, compliance mapping

axio-tui

Axio — Asynchronous eXtensible Intelligent Orchestration. A minimal, streaming-first, protocol-driven foundation for LLM-powered agents.

axio-tui-guards

Axio — Asynchronous eXtensible Intelligent Orchestration. A minimal, streaming-first, protocol-driven foundation for LLM-powered agents.

axio-transport-openai

Axio — Asynchronous eXtensible Intelligent Orchestration. A minimal, streaming-first, protocol-driven foundation for LLM-powered agents.

axio-transport-codex

Axio — Asynchronous eXtensible Intelligent Orchestration. A minimal, streaming-first, protocol-driven foundation for LLM-powered agents.

axio-tools-mcp

Axio — Asynchronous eXtensible Intelligent Orchestration. A minimal, streaming-first, protocol-driven foundation for LLM-powered agents.

axio-tools-docker

Axio — Asynchronous eXtensible Intelligent Orchestration. A minimal, streaming-first, protocol-driven foundation for LLM-powered agents.

axio-tools-local

Axio — Asynchronous eXtensible Intelligent Orchestration. A minimal, streaming-first, protocol-driven foundation for LLM-powered agents.

gitgalaxy

An AST-free, LLM-free heuristic knowledge graph engine for deep repository intelligence. Map, secure, and modernize enterprise codebases across 50+ languages at extreme velocity

agent-security-harness

466 security tests for AI agent systems — MCP, A2A, x402/L402, decision governance, benchmark integrity, skill supply chain. AIUC-1 pre-cert, NIST AI 800-2 aligned, 5 DOIs. v4.3.0

ptai

The most autonomous pentesting AI on the market. MCP server + Python agents with 150+ security tools, exploit chaining, and PoC validation.