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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

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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

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