Mibo Ai
AI agent testing platform — automated test generation, semantic evaluation, and production tracing for AI agents.
| What is it | AI agent testing platform — automated test generation, semantic evaluation, and production tracing for AI agents. |
|---|---|
| Pricing | Unknown |
| Platform | Web Application |
| API | Yes |
| Works with | n8n |
| Best for | Testing AI agents before production deployment, Monitoring and debugging agent failures in real time |
| Domain registered | 2025 |
Data updated Aug. 1, 2026
What does Mibo Ai do?
Mibo Ai is a testing platform built specifically for AI agents. It helps teams move from experimental prototypes to production-ready agents by automating test generation, running semantic evaluations, and tracing production traffic. The platform integrates with OpenTelemetry, a lightweight HTTP API, and n8n to capture real agent execution traces with minimal setup. Instead of relying on basic keyword matching, Mibo Ai uses an AI judge to analyze agent outputs for correctness, tone, and multi-step behavior.
What makes Mibo Ai stand out is its AI-driven scenario routing. An intelligent classifier evaluates each incoming trace and directs it to the right test suite, so you only run assertions that apply to that specific context. This saves LLM tokens and reduces false negatives. The Failure Matrix dashboard gives you a clear view of regressions, showing exactly which step, prompt, or tool call caused an agent to drift. You can also integrate with orchestration tools like n8n and Flowise, or connect via your own API.
Mibo Ai is most useful for developers and teams building AI agents who need a reliable way to test and monitor them. It suits solo developers with a free tier (100 test runs per month) and scales to teams with 100 agents and 3,000 test runs on the Full plan. Use it to catch regressions, validate agent behavior, and gain confidence before shipping agentic systems to production.
Key features
What makes it stand outWho is Mibo Ai for?
Who benefits most from this toolTrust & presence
Alternatives in Testing
PandaProbe Cloud
Verified
Testing
A fully managed platform for tracing, evaluating, and monitoring AI agents — no infrastructure to run.
LangWatch
Verified
Testing
Open-source testing platform for AI agents. Run simulations, catch regressions, and ship autonomous agents with confidence. Built for developers who treat AI like software. Agent simulations are the new unit tests
Promptfoo
Verified
Testing
AI security testing platform — automatically finds and fixes vulnerabilities in AI agents and RAG applications.
TestAI
Verified
Testing
Automated testing platform for AI voice and chat agents — find bugs before your users do.
Scorecard
Verified
Testing
AI agent testing platform — run thousands of realistic scenarios, get performance feedback in minutes, and deploy with confidence.
RagaAI Inc.
Verified
Testing
AI testing platform — evaluate, debug, and monitor AI agents with automated testing and guardrails
Maxim AI
Verified
Testing
Platform for AI teams to test, evaluate, and monitor their AI agents and prompts before shipping to production.
Akto's Test Editor
Verified
Testing
AI agent security platform — discover, test, and enforce guardrails for MCPs and AI agents across your infrastructure.
Works with n8n
View all →
OpenAI
Verified
Models
AI platform offering ChatGPT for conversation, an API for developers, and business solutions — all powered by GPT models.
DeepL Translator
Verified
Translation
AI-powered translation tool delivering superior accuracy for text, documents, and real-time communication across 30+ languages.
Anthropic
Verified
Models
AI research and product company building safe, capable assistants like Claude
ClickUp
AI Workspace
AI-powered project management hub — manage tasks, documents, and collaboration with built-in AI assistants.
VEED.IO
Verified
Video Editor
Online video editor with AI tools for subtitles, dubbing, avatars, and screen recording — all in your browser.
Claude AI
Verified
Chat & Assistants
AI assistant that helps with writing, coding, analysis, and research — chat, generate content, or connect it to your tools
JetBrains
Verified
Developer Tools
A suite of integrated development environments (IDEs) with built-in AI coding assistance for multiple programming languages.
Trello
Verified
Productivity Tools
AI-powered project management tool to organize tasks, track progress, and collaborate with teams using boards, lists, and cards.