</>MCP Agents Market
Skill

iFixAi

by ifixai-ai11.3kPythonUpdated 2026-08-21

Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have this answer in less than 120 seconds.

Claude CodeCodexCursorVS CodeWindsurfClineContinueGemini

iFixAi is an independent AI agent auditing skill that evaluates whether agents perform their intended business functions correctly. It runs 49 inspections across five core pillars—fabrication, manipulation, deception, unpredictability, and opacity—delivering an A-F grade in under 120 seconds. The skill can be installed as a native slash command in Claude Code, Codex, Cursor, VS Code, Windsurf, and other coding assistants, or run via CLI with guided setup or explicit flags. It supports testing both bare model APIs and real deployed agents through HTTP endpoints or custom adapters.

Key Features

49 inspections organized into 18 categories with weighted A-F grading based on five core operational pillars
Three deployment modes: guided CLI wizard, explicit CLI flags for CI/automation, and native agent skill installation
Universal agent skill scaffold via 'uvx ifixai install' creates /ifixai-skill slash commands in any supported coding assistant
Claude Code and Codex native plugin support with auto-provisioning and interactive scorecard explanations
Independent judge system supporting single-vendor, cross-vendor, or multi-judge ensembles to ensure citable grades
Tests real deployed agents via HTTP endpoints with grounding modes that observe production governance
Custom fixture authoring for business-specific KPIs and organizational structure validation
JSON and Markdown reports with detailed breakdowns, cost estimation, and dry-run mode before execution

Use Cases

  • 01Audit AI coding assistants and development agents before production deployment to verify business compliance
  • 02Run automated agent governance checks in CI pipelines using explicit CLI flags
  • 03Validate that customer service agents follow organizational policies and don't fabricate claims
  • 04Detect privilege escalation, prompt injection, and policy drift in production agent deployments
  • 05Compare agent performance across different LLM providers using independent cross-vendor judges
  • 06Verify agent audit trails, human escalation paths, and regulatory compliance requirements

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iFixAi — FAQ

What is iFixAi?+

iFixAi is an independent auditing tool for AI agents that tests whether they perform their intended business functions correctly. It runs 49 inspections across five core pillars and delivers an A-F grade, distinguishing itself from traditional evals by focusing on operational assurance and business KPIs rather than just technical metrics like latency or token efficiency.

How do I install iFixAi as an agent skill?+

Run 'uvx ifixai install --agents <agent-name>' to scaffold a /ifixai-skill slash command into any supported coding assistant (claude, codex, cursor, vscode, windsurf, cline, continue, gemini, or zed). For Claude Code or Codex, you can also install as a native plugin using '/plugin marketplace add ifixai-ai/iFixAi' followed by '/plugin install ifixai@ifixai-community'.

Which AI clients does iFixAi work with?+

iFixAi works with Claude Code, Codex, Cursor, VS Code with Copilot, Windsurf, Cline, Continue, Gemini, and Zed as a skill or plugin. It can also run as a standalone CLI tool or test any agent accessible via HTTP endpoint.

Do I need API keys to use iFixAi?+

Yes, you need API keys for both the agent being tested (system under test) and the judge model that grades it. For citable results, these should be from different providers. The guided wizard auto-detects keys in your environment, or you can pass them via flags or environment variables.

Is iFixAi free to use?+

Yes, iFixAi is open source under Apache 2.0 license and free to use. However, you'll incur API costs from the LLM providers for the models being tested and the judge models. A full suite run with recommended judges costs approximately $10-18 depending on the judge configuration.

What prerequisites does iFixAi require?+

iFixAi requires Python 3.10 or higher. For the CLI, install via 'pip install ifixai[provider]' where provider matches your target (openai, anthropic, gemini, etc.). For the skill installation method, you only need uv and Python 3.10+.

How do I install iFixAi?+

Open the source repository on GitHub and follow its README. iFixAi is a skill — MCP Agents Market links you directly to the official repo.

Is iFixAi free?+

iFixAi is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.

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