Polyglot MCP test generation with 8-section contract enforcement across Python, TS, Java, Go, C++.
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io.github.phoenice-labs/universal-test-framework is an MCP server that polyglot MCP test generation with 8-section contract enforcement across Python, TS, Java, Go, C++. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 78/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"utf": {
"cwd": "${workspaceFolder}",
"env": {
"UTF_PROJECT_DIR": "${workspaceFolder}"
},
"args": [
"--from",
"universal-test-framework",
"utf-server",
"--transport",
"stdio"
],
"command": "uvx"
}
}
}Are you the author?
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Contract-driven test enforcement and reporting for LLM-generated code — via MCP, VS Code, Copilot CLI, Claude, Cursor, or Python SDK.
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
uvx 'universal-test-framework' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Five weighted categories — click any category to see the underlying evidence.
No known CVEs.
Checked universal-test-framework against OSV.dev.
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Transport for TMCP using STDIO
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