Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Budget & cost control for AI agents — per-agent spend caps + rate limits before each call.
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We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
AuthorizationValues marked secret are keys to your account. Never share them or paste them into a chat.
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This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http gvnr https://gvnr.dev/mcp --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"gvnr": {
"url": "https://gvnr.dev/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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": {
"gvnr": {
"type": "http",
"url": "https://gvnr.dev/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Authorization secret required HTTP headerThese 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 6, 2026
The registry name was verified against the domain gvnr.dev (the registry checks domain ownership)
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.
You need to fill in: Authorization
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 (1.8.1) reached the registry 5 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, yontu
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.
Türkçe yazı denetimi: TDK kuralları, yapay zekâ izleri, metin türüne göre üslup.
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.
Spend caps, rate coordination, idempotency, and a human-in-the-loop gate for AI agents — enforced before the call, not after the invoice. One MCP endpoint, settled via x402 (USDC on Base). No proxy, no self-hosting, no infrastructure to deploy.
Listed on the Official MCP Registry as dev.gvnr/gvnr.
Agents cost 10–12× more than estimated in production. System prompts, retry loops, and tool calls multiply fast — a runaway agent can generate a $47,000 bill in 11 days. The usual fix, self-hosting a gateway like LiteLLM, means running infrastructure most developers won't set up.
Gvnr is the hosted alternative: an external authority your agent checks before it spends. Your agent asks "am I clear to make this call?" and acts on the answer.
Gvnr is not an LLM proxy — your tokens never pass through it, and you pay your model provider directly. Gvnr governs the *decision to spend*, in two independent meters:
1. The governance-operation quota — what you buy from Gvnr. Your account holds a balance of governance operations (operations_remaining). One budget_clear burns one op. You top this up with USDC; it's decoupled from your LLM spend. get_balance reports it.
2. The spend envelope — a USD cap *you* set, per agent. set_envelope(agent_id, limit_usd, window) gives an agent a daily or per-session USD ceiling. Gvnr tracks estimated spend against it and denies once it's exceeded — this is the runaway guardrail. No dollars move; it's an accounting limit you control.
A budget_clear is approved only when both hold: the account has ops left in the quota, and the agent is under its envelope. The loop:
budget_clear(agent_id, model, estimated_tokens) before each LLM request.{ approved: true, ... } or { approved: false, reason }.request_approval).reconcile(...) with the real token counts so the envelope tracks actual cost, not the estimate.curl -X POST https://gvnr.dev/v1/account
New accounts include 25 free trial ops — enough to run the full loop (set an envelope, budget_clear, reconcile) before you fund anything. Your api_key is the credential for every call; account_id is just an internal reference for support. Account creation is credential-only by design (agent-native) — email is optional, set separately via POST /v1/account/notification-email, and used only for human approval notices.
Pay-as-you-go: 1,000 ops per $1, any amount (try the whole rail for $1), USDC on Base. Open the pay page, name your amount, and pass your API key:
https://gvnr.dev/pay?usd=1&api_key=bg_YOUR_KEY
Send USDC to the address shown and paste your tx hash — ops are credited proportional to the amount received, after on-chain verification. Programmatic clients can submit the hash directly:
curl -X POST \
-H "Authorization: Bearer bg_YOUR_KEY" \ -H "Content-Type: application/json" \ -d '{"tx_hash":"0x..."}' \ https://gvnr.dev/v1/account/topup-verify
Or settle in one round-trip with an x402 client (Base MCP, AgentKit, x402-fetch) — name your own amount:
POST https://gvnr.dev/v1/account/topup?usd=5 # → 402 challenge → pay → 5,000 ops credited
curl -X PUT \
-H "Authorization: Bearer bg_YOUR_KEY" \ -H "Content-Type: application/json" \ -d '{"agent_id":"my-agent","limit_usd":5,"window":"daily"}' \ https://gvnr.dev/v1/budget/envelope
curl -X PUT \
-H "Authorization: Bearer bg_YOUR_KEY" \ -H "Content-Type: application/json" \ -d '{"agent_id":"my-agent","provider":"anthropic","model":"claude-sonnet-4-6","requests_per_minute":30}' \ https://gvnr.dev/v1/rate/envelope
budget_clear, then rate_checkcurl -X POST \
-H "Authorization: Bearer bg_YOUR_KEY" \ -H "Content-Type: application/json" \ -d '{"agent_id":"my-agent","model":"claude-sonnet-4-6","estimated_tokens":2000}' \ https://gvnr.dev/v1/budget/clear
curl -X POST \ -H "Authorization: Bearer bg_YOUR_KEY" \ -H "Content-Type: application/json" \ -d '{"agent_id":"my-agent","provider":"anthropic","model":"claude-sonnet-4-6"}' \ https://gvnr.dev/v1/rate/check
idempotency_checkcurl -X POST \
-H "Authorization: Bearer bg_YOUR_KEY" \ -H "Content-Type: application/json" \ -d '{"key":"job-abc-123","ttl_seconds":3600}' \ https://gvnr.dev/v1/idempotency/check
curl -X POST \
-H "Authorization: Bearer bg_YOUR_KEY" \ -H "Content-Type: application/json" \ -d '{"agent_id":"my-agent","actual_input_tokens":1800,"actual_output_tokens":2400}' \ https://gvnr.dev/v1/budget/reconcile
reconcile adjusts the spend envelope by the drift between your estimate and actual cost (the op quota is untouched). You don't pass the model again — reconcile reuses the one from your prior budget_clear. Anthropic, OpenAI, and Gemini all return usage fields with real token counts — pass those in to keep the envelope honest.
When an agent hits a denial or a sensitive action, pause for a human instead of failing:
# 1. Open a request — returns an approval_id and a mobile-friendly approval_url
curl -X POST -H "Authorization: Bearer bg_YOUR_KEY" -H "Content-Type: application/json" \ -d '{"agent_id":"my-agent","action_summary":"Spend $40 on a research run","ttl_seconds":3600}' \ https://gvnr.dev/v1/approval/request
curl -H "Authorization: Bearer bg_YOUR_KEY" \ https://gvnr.dev/v1/approval/check/APPROVAL_ID
The agent proceeds on approved, skips on denied, and handles timeout (no decision before expires_at) however it likes.
Add to Claude Desktop or any MCP-compatible client:
https://gvnr.dev/mcp?api_key=bg_YOUR_KEY
claude mcp add gvnr --transport http \
"https://gvnr.dev/mcp?api_key=bg_YOUR_KEY"
| Tool | Description |
|---|---|
budget_clear(agent_id, model, estimated_tokens) | Check clearance against the op quota + spend envelope; burns one op |
set_envelope(agent_id, limit_usd, window?) | Create or update an agent's USD spend cap |
get_balance() | Remaining governance-operation quota (operations_remaining) |
reconcile(agent_id, actual_input_tokens, actual_output_tokens) | Apply estimate-vs-actual drift to the spend envelope after the LLM responds |
set_rate_envelope(agent_id, provider, model, requests_per_minute) | Allocate a per-(agent, provider, model) rate share |
rate_check(agent_id, provider, model) | Approve or deny against the rate envelope; returns retry_after_ms on denial |
idempotency_check(key, ttl_seconds?) | Dedupe retries on a caller-supplied key; returns is_first_call |
request_approval(agent_id, action_summary, ttl_seconds?) | Open a human-in-the-loop approval request; returns an approval_id |
check_approval(approval_id) | Poll an approval: pending / approved / denied / timeout |
All endpoints except POST /v1/account require Authorization: Bearer bg_YOUR_KEY.
TypeScript users: generate full types from the live OpenAPI spec — npx openapi-typescript@latest https://gvnr.dev/openapi.json -o types/gvnr.d.ts. See TYPESCRIPT.md for the integration pattern (typed fetch, x402 topups, discriminated response unions).
| Method | Path | Description |
|---|---|---|
POST | /v1/account | Provision account — returns api_key |
GET | /v1/account/balance | Remaining governance-op quota (operations_remaining) |
GET | /v1/packs/:pack/info | Public — preset details, USDC address, raw amount |
POST | /v1/account/topup-verify/:pack | Submit tx hash → verify on-chain → credit (proportional to amount received) |
POST | /v1/account/topup?usd= | x402-gated pay-as-you-go top-up — name your amount (min $1, max $100) |
POST | /v1/account/topup/:pack | x402-gated preset top-up (machine clients) |
| Method | Path | Description |
|---|---|---|
POST | /v1/budget/clear | Clearance call — approve or deny |
POST | /v1/budget/reconcile | Apply estimate-vs-actual drift to the envelope |
PUT | /v1/budget/envelope | Create or update agent spend cap |
GET | /v1/budget/envelope/:agent_id | Read envelope state |
DELETE | /v1/budget/envelope/:agent_id | Delete an agent's envelope |
| Method | Path | Description |
|---|---|---|
PUT | /v1/rate/envelope | Set a per-(agent, provider, model) RPM share |
POST | /v1/rate/check | Runtime rate check — allowed flag, retry_after_ms on denial |
POST | /v1/idempotency/check | Dedupe on a caller-supplied key — is_first_call |
POST | /v1/approval/request | Open a human approval request — returns approval_id |
GET | /v1/approval/check/:approval_id | Poll decision: pending / approved / denied / timeout |
{ "approved": true, "remaining_usd": 4.994, "operations_remaining": 18999 }
{ "approved": false, "remaining_usd": 0, "reason": "envelope_exceeded" }
Denial reasons: no_credits (op quota exhausted) · no_envelope (agent has no envelope) · envelope_exceeded
A denial is not an HTTP error — it's a 200 with a flag, so check the body, not the status:
| Situation | HTTP | Body | |
|---|---|---|---|
budget_clear / rate_check allow or deny | 200 | `{ approved/allowed: true \ | false, ... }` |
| Top-up requires payment | 402 | x402 challenge (in the payment-required header; see Billing) | |
| Missing / invalid API key | 401 | { error } |
| Per-IP account-creat
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