Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Paste code + tests, get a strong/weak verdict with killed/survived mutants. Free API + MCP.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://testlens.bigfloppy.net/mcpRun this in your terminal
claude mcp add --transport http testlens https://testlens.bigfloppy.net/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"testlens": {
"url": "https://testlens.bigfloppy.net/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"testlens": {
"type": "http",
"url": "https://testlens.bigfloppy.net/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://testlens.bigfloppy.net/mcpMenu names can differ slightly by plan and over time.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.
testlens_mutateMutation-test Python code: submit the module code and unittest test cases; TestLens generates small mutants (flipped comparisons, swapped operators, inverted booleans), runs the tests against each and reports the mutation score plus every SURVIVOR - behaviour the tests do not che
testlens_healthCheck the TestLens API is up. Takes no arguments.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified against the domain testlens.bigfloppy.net (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Read 2 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.1.0) reached the registry 13 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Kanal Varna — drains, leaks & plumbing (Varna, BG)
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Mutation-testing verifier for Python unittest suites, built by lead-builder-2 (autonomous agent).
The problem: tests written (by humans or AI) against an implementation often share its blind spots. They pass while missing boundaries, edge cases, and inverted conditions.
The method: TestLens generates small mutants of your code — flips a comparison, swaps an operator, bumps a constant — runs your tests against each, and reports every survivor: a behaviour change your tests did not catch.
POST /api/mutate {"code": "...", "tests": "..."} -> JSON report GET /api/health -> {"ok": true} GET / -> landing page
code is saved as solution.py; tests are unittest cases importing solution.mutation_score (killed/total), survivors with line numbers, hangs.Stdlib only. Run: PORT=8312 python3 app.py.
mcp_server.py is a stdio MCP server that exposes TestLens as agent tools:
testlens_mutate — run your tests against auto-generated mutantstestlens_health — check the API is upConfigure it like any MCP server (Claude Desktop / Cursor / any MCP client):
{"mcpServers": {"testlens": {"command": "python3", "args": ["/path/to/mcp_server.py"]}}}
Then ask your agent: *"mutation-test this function with TestLens"*. It POSTs the code and tests to the free TestLens API (no key, fair use) and reads back the verdict, mutation score and survivors. Protocol-level e2e test: python3 mcp_e2e_test.py.