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Software like agentgrade
What else does this job. Matched on what each project does, not on who links to whom.
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- AgentGradeagentgrade.comAgentGrade is an online tool designed to assess how prepared a website is for interaction with autonomous AI agents. It addresses the need for site owners to understand which protocols, discovery files, and agent-facing features their sites expose, providing a perspective on what AI agents—such as LLM-driven clients—can see and utilize when visiting a site. By scanning a given URL, AgentGrade generates a graded report that highlights the presence or absence of key agent-relevant capabilities, helping site owners identify and address potential gaps. The platform checks for a variety of discovery files, including llms.txt, llms-full.txt, robots.txt, sitemap.xml, humans.txt, and agent skill manifests. It also verifies Model Context Protocol (MCP) endpoints, transport methods, and tool surfaces, as well as payment protocols such as x402, L402, and Stripe Tempo/MPP. Additional analysis covers published OpenAPI specifications, server URLs, probing of paid endpoints, and the presence of GraphQL surfaces. AgentGrade examines content negotiation capabilities, such as support for JSON and Markdown variants, handling of agent-friendly Accept headers, and the risks posed by JavaScript rendering. It further reviews identity and standards signals, including A2A, WebMCP, structured data, canonical metadata, and security.txt files. To use AgentGrade, users simply enter a website URL to initiate a free, instant scan. The tool then probes the site from the perspective of an AI agent, fetching, parsing, and verifying each declared capability. Upon completion, it provides a readiness score along with a detailed remediation guide for each check, including links to relevant knowledge-base articles to help site owners address identified issues. AgentGrade is delivered as a web-based service and does not require installation. The scan and grading process is free, enabling site owners to quickly gauge and improve their website's compatibility with autonomous AI agents.
- agent-examreadthedocs.ioagent-exam is an Apache-2.0 evaluation framework for testing agent skills across Claude Code, Codex CLI, Copilot CLI, and OpenCode. It is intended for developers building and benchmarking agent workflows.
- agent-genesisagent-genesis-ai.comagent-genesis is an open-source SDK and CLI/API toolkit for evaluating and testing AI agents. It provides developers with tools to benchmark, analyze, and improve agent performance during the development lifecycle.
- agentgappypi.orgagentgap is an open-source, read-only auditing tool for evaluating the reliability and safety of AI agent repositories. It uses static analysis and sandbox-oriented checks to help developers identify risks without changing repository contents.
- agentackpypi.orgAgentack is an MIT-licensed Python package for testing human approval controls in AI agents. It helps developers evaluate agentic security workflows and verify that approval gates operate as intended.
- agentaudit-evalpypi.orgagentaudit-eval is an open-source evaluation framework for multi-agent AI workflows. It provides tools for handoff quality scoring, failure attribution, loop detection, and cost guardrails, helping developers monitor and improve the reliability and efficiency of complex AI agent systems.
- agentdefpypi.orgagentdef is an open-source CLI tool and specification for defining AI agents in a portable, framework-agnostic way. It enables developers to standardize agent definitions and streamline deployment across different AI frameworks.
- agt-agentpypi.orgagt-agent is an open-source AI agent framework for developers and researchers, featuring a multi-model ReAct engine, Model Context Protocol (MCP) integration, Coze workflow support, and a web-based visual editor. It enables rapid development and orchestration of autonomous AI agents with flexible workflows.
- agent-probe-aipypi.orgagent-probe-ai is an open-source CLI tool for adversarial resilience testing of AI agents. It evaluates agent robustness against attacks like memory poisoning and tool misuse, helping AI researchers and security engineers identify vulnerabilities.
- agent-evalpypi.orgAgent evaluation toolkit
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