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Agentevals: agentevals is a framework-agnostic evaluations solution based on OpenTelemetry traces. It is listed under Development & Code on AI Registry as a free tool.
The tools below are approved listings in the same category, ordered by how closely their tags match Agentevals. This is an automatic list. We have not written a researched verdict for Agentevals yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
Find your agents errors be fore your real users do
ArkSim is an open source agent testing framework from Arklex that simulates realistic multi turn conversations with an AI agent and scores the results. It helps developers find failures that only appear across several turns, such as losing context, calling the wrong tool or contradicting an earlier answer, before real ...
Unified LLM API, structured data outputs with LLMs, and agent SDK - in PHP
Instructor for PHP is a software development kit that brings large language model features to PHP applications. It is distributed through Composer as a Composer package under the cognesy vendor name and is described as framework agnostic and production ready. The toolkit is organized into four packages that can be use...
Fast, streaming indexing, query, and agentic LLM applications in Rust
Swiftide is a Rust library for building LLM applications that index data, answer questions over it and run agents. It is designed around Rust's async and streaming features, with minimal abstractions and a modular structure that developers extend by implementing simple traits. The library has three main parts. Indexin...
The open-source TypeScript SDK for running AI coding agents in sandboxes.
AgentBox is an open source TypeScript SDK from Twill for running AI coding agents inside sandboxes through one unified API. Instead of calling an agent command line tool in non interactive mode, it launches each agent as a server process inside the sandbox and talks to it over WebSocket or HTTP, which preserves approva...
AI agents on autopilot.
AgentUse is an open source agent runtime for recurring work. Agents are defined as plain Markdown files, with model settings and capabilities in YAML frontmatter and the instructions written in natural language, and AgentUse supplies the operating layer around them: the agent loop, tools, durable sessions, schedules, a...
Build production-ready AI agents in both Python and Typescript.
BeeAI Framework is an open source framework for building production grade systems of multiple cooperating AI agents in Python or TypeScript. It is hosted by the Linux Foundation under open governance and focuses on reliability: rather than relying on prompting alone, it lets developers enforce deterministic rules on ag...