Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Measure voice/VoIP path quality -> estimated MOS + live network metrics
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://mcp.voice-quality.com/Run this in your terminal
claude mcp add --transport http voice-quality-api https://mcp.voice-quality.com/Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"voice-quality-api": {
"url": "https://mcp.voice-quality.com/"
}
}
}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": {
"voice-quality-api": {
"type": "http",
"url": "https://mcp.voice-quality.com/"
}
}
}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://mcp.voice-quality.com/Menu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 with the GitHub account Gomess8, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 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 (0.1.0) reached the registry 4 months 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, TF Rooms
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
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Measure the network path quality to a voice/VoIP destination and get an estimated MOS (1–5) — live, from an API. Built for AI voice agents. Available as REST and as an MCP tool, paid per call via [x402](https://github.com/coinbase/x402) (USDC on Base).
🌐 Live: voice-quality.com · REST api.voice-quality.com · MCP mcp.voice-quality.com
curl https://api.voice-quality.com/health # {"status":"ok"}
curl -s https://api.voice-quality.com/v1/voice-quality \ -H 'content-type: application/json' \ -d '{ "target": "your-voice-endpoint.example", "target_port": 10000, "codec": "G711" }'
You get an estimated MOS + live RTT / jitter / packet loss. Point it at an endpoint that answers media — your own voice infra, or a tiny reflector you run (probe-agent/cmd/reflector). 20 free/day; beyond that it's pay-per-call via x402 (no account needed).
{
"request_id": "vq_2ibc6qqq", "target": "your-voice-endpoint.example", "codec": "G711", "measured_at": "2026-07-01T10:15:13.795Z", "summary": { "mos_estimate": 4.38, "mos_class": "excellent", "r_factor": 91.8 }, "by_probe": [ /* per-probe metrics + R-factor + MOS */ ], "methodology": { "model": "ITU-T G.107 E-model", "confidence": "estimate", "assumptions": ["owd = rtt/2 (symmetric path)", "adaptive jitter buffer = 2x jitter"] }, "credits_used": 0 }
Free network-measurement platforms (Globalping, RIPE Atlas) measure ping/traceroute/DNS/HTTP — they do not measure RTP media quality or estimate MOS. The tools that do (Cyara, Spearline) are enterprise sales motions. This fills the gap: voice path quality as a clean, self-serve, agent-native API — check it before you route a call, or monitor the path to your voice endpoints.
methodology.confidence: "estimate" and its assumptions.Ie/Bpl values are verified against ITU-T G.113 (09/2024), App. I, Table I.4 — rows matched to the probe profile (no PLC, no VAD/DTX). Not "representative"; cited.pnpm audit clean, structured machine-readable errors, Idempotency-Key, Prometheus /metrics, per-identity API keys.| Tier | What you get |
|---|---|
| Free | 20 measurements/day per identity (credits_used: 0). |
| Pay-per-call | Beyond that, a sub-cent–cents micropayment per call via x402 (USDC on Base). Unpaid → 402 with the payment requirements; pay and retry. Agents pay transparently. |
One MCP tool, measure_voice_quality. The server wraps the REST API and pays x402 transparently from a configured wallet once the free tier is exhausted — no human in the loop.
{
"mcpServers": { "voice-quality": { "url": "https://mcp.voice-quality.com/", "env": { "MCP_CLIENT_PRIVATE_KEY": "0x…" } // optional; only for paid calls } } }
[AI agent / dev] ──(HTTP + x402 / MCP)──► [Orchestrator] ──► [E-model (G.107): R → MOS]
└──► [regional probe] ──(emulated UDP/RTP)──► target
| Component | Stack | Role |
|---|---|---|
Orchestrator (packages/orchestrator) | TypeScript + Hono | REST API, E-model, x402 paywall, AUP, rate limit, probe dispatch |
MCP server (packages/mcp-server) | TypeScript + MCP SDK | measure_voice_quality; wraps REST + transparent x402 |
Probe agent (probe-agent) | Go | UDP/RTP emulation + RFC 3550 metrics; cheap regional VPS |
Shared (packages/shared) | TypeScript | Zod schemas, types, G.113 codec constants |
cp .env.example .env # fill in values
docker compose up --build -d # orchestrator + MCP + probe + reflector + landing curl localhost:8080/health
Full deploy (public HTTPS via Caddy or Cloudflare Tunnel, regional probes with mTLS): docs/deploy.md. Going to production (mainnet x402, codec verification, registries): docs/go-live.md.
Methodology · OpenAPI · Deploy · Go-live · Discovery & registries
*The MOS is an objective estimate from network conditions, not a guarantee of call quality. Maintained actively.*