MigoXLab / LMeterX
A general-purpose API load testing platform that supports LLM services、A2A/MCP services and business HTTP interfaces, enabling one-click performance testing, result comparison, and AI-powered intelligent analysis and summarization. 一站式通用 API 压测平台,支持大模型推理业/务 HTTP 接口、A2A/MCP服务,一键完成性能测试、结果对比与 AI 智能分析总结
Why this job: works in the areas we cover, but does not say which job it does


What it does
- Broad Framework Compatibility. Supports mainstream inference frameworks (vLLM, LiteLLM, TRT-LLM) and cloud platforms, ensuring seamless environment migration.
- Full Modality & Scenarios. Supports GPT, Claude, Llama to document parsing models like MinerU and dots.ocr, covering text, multimodal, and streaming.
- Multi-Protocol Model APIs. Native support for OpenAI /v1/chat/completions, /v1/responses , Anthropic /v1/messages, Embeddings, custom model APIs, and general HTTP services.
- Multi-mode & High-Concurrency Load. Supports fixed/stepped concurrency strategies, supports simulating ultra-high concurrency, and accurately locates performance inflection points and system capacity limits.
- System Dataset Library. Upload once and reuse across LLM, HTTP, A2A, and MCP tasks. A bundled ShareGPT text set is mounted as a public system dataset.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 51 days ago
- Stars
- 218
- On GitHub
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v1.13.0
- Released 2 months ago
- Built with
- Python
- 66% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 93 merged
- 0 waiting
- Releases
- 34
- 20 in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 66%
- TypeScript 31%
- CSS 2%
- Makefile <1%
Topics
- a2a-mcp
- api-load-test
- benchmark
- http-load-testing
- llm
- llm-performance
- locust
- mcp-test
- ocr
- performance-testing
- vllm
- vlm
Project record
- JobOther AI tools
- StatusListed
- Commits314
- Forks20
- Watching3
- Stars in 28 days+6
- CreatedJun 18, 2025
- First seen by usNov 7, 2026
- CheckedNov 7, 2026
