multimeter
MCP serverDev toolsScaffold, validate, format, and run YAML .mmt API tests. Do not invent syntax.
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From the project's README
As published by mshobeyri/multimeter in README.md.
π Start with a request. Grow into a platform.
Multimeter is Git-native API testing in VS Code. Requests, tests, mocks, and docs are YAML .mmt files in your repo.
Start with a single HTTP request.
Grow into tests, suites, mocks, reports, documentation, and CI when you need them.
All in the same tool. No migration. No second product.
π― What you get
Simple by default
- β Git-native, file-based YAML
- β Lightweight β no account, no cloud lock-in
- β Collaboration through pull requests, like code
- β The same files locally and in CI
A full testing platform when you need it
- β HTTP, WebSocket, GraphQL, and gRPC
- β Multi-step flows and test suites
- β Mock servers
- β Generated documentation
- β Reports
- β
CI with
testlight
AI in the same files
- β Generate tests from an API or a description (Cursor, Copilot, Claude via MCP)
- β Judge replies β semantic similarity, or open-ended checks like how funny a response is
- β Bring your own model (Ollama or cloud)
β‘ Start simple
Multimeter is a VS Code-native extension. All you need:
- Click Install button in Multimeter VS Code Extension
- Open Get Started from the
Activity barand follow the instructions
There you run a POST request as follows:
type: api
title: Simple POST
url: https://test.mmt.dev/echo
method: post
format: json
body:
message: hello
That's enough.
- No suites.
- No mocks.
- No workflows.
- No complexity.
π§ͺ Need tests?
type: test
steps:
- http: https://test.mmt.dev/echo
method: get
expect:
status: 200
- Still simple.
- Still Git-native.
- Still easy to review.
π Scale without switching tools
As your project grows, Multimeter grows with it.
Add:
- Test suites
- Mock servers
- Documentation
- Workflow execution
- Structured reporting
- CI artifacts
Only when you need them.
Everything stays in the same ecosystem.
π€ MCP, AI generation, and AI judges
Cursor, Copilot, and Claude write and run the same .mmt files you edit in VS Code. MCP (mmt-mcp) gives them scaffold_test, validate, format, and run β generate tests from an API or a description, then keep them in Git.
Judge an API answer in the same test. Compare semantic similarity to an expected reply, or check something open-ended β for example, how funny the response is. Bring your own model (Ollama or cloud). An alternative to a separate Promptfoo eval stack.
See MCP docs Β· Judge docs
π Built for reliable CI
Multimeter validates test definitions before execution.
That means:
- β Earlier feedback
- β More deterministic execution
- β Fewer surprises in CI
- β Easier debugging
- β Reproducible results
GitHub Actions:
- uses: actions/checkout@v6
- uses: mshobeyri/testlight-action@v1
with:
file: tests/suite.mmt
report: junit
report-file: results/junit.xml
Or from a terminal using the Multimeter CLI called testlight.
npm install -g mmt-testlight
testlight run tests/suite.mmt
See the GitHub Action and Testlight install.
π¦ Everything stays in Git
Your code, tests, mocks, documentation, reports, and environment settings live in the same repository.
- β Version controlled
- β Code and tests evolve together
- β Reviewable through pull requests
- β Easy to move and share
- β No platform lock-in
- β AI can update code and tests together
- β Environment variables never go missing
- β Historical test results stay with the project
π§ Philosophy
Most API tools focus on requests.
Multimeter focuses on behavior.
Instead of asking:
"Did this request return the expected response?"
Multimeter helps you answer:
"Does this system still behave correctly?"
License
Multimeter is licensed under the Apache License 2.0.
Demos Β· Documentation Β· Website Β· GitHub
Signals
- GitHub stars
- 10
- Last commit
- Sep 2026
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