Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Run DeepInfra inference, list models and read account rate limits.
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://deepinfra.usefulapi.io/mcpRun this in your terminal
claude mcp add --transport http deepinfra https://deepinfra.usefulapi.io/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"deepinfra": {
"url": "https://deepinfra.usefulapi.io/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": {
"deepinfra": {
"type": "http",
"url": "https://deepinfra.usefulapi.io/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://deepinfra.usefulapi.io/mcpMenu 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.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
deepinfra_get_accountGet the current DeepInfra account / user details (identity, email, quotas). DeepInfra REST: GET /v1/me.
deepinfra_get_rate_limitGet the account's current rate limits (per-model / per-endpoint request and token limits). DeepInfra REST: GET /v1/me/rate_limit.
deepinfra_list_api_tokensList the account's API tokens (metadata only, not secret values). DeepInfra REST: GET /v1/api-tokens.
deepinfra_get_usageGet spend / usage for a billing period. DeepInfra REST: GET /payment/usage.
deepinfra_get_usage_tokensGet per-model token usage for a period. DeepInfra REST: GET /payment/usage/tokens.
deepinfra_get_usage_rentGet GPU rental (dedicated hardware) usage for a time range. DeepInfra REST: GET /payment/usage/rent.
deepinfra_list_invoicesList billing invoices for the account. DeepInfra REST: GET /payment/invoices.
deepinfra_list_deploymentsList the account's dedicated deployments. DeepInfra REST: GET /deploy/list.
deepinfra_get_deploymentGet one dedicated deployment by id (config + current status). DeepInfra REST: GET /deploy/{deploy_id}.
deepinfra_get_deployment_statsGet time-series stats (throughput / latency / replicas) for a dedicated deployment. DeepInfra REST: GET /deploy/{deploy_id}/stats2.
deepinfra_get_gpu_availabilityGet GPU availability for LLM deployments (which hardware can currently be provisioned). DeepInfra REST: GET /deploy/llm/gpu_availability.
deepinfra_list_modelsList the DeepInfra model catalog (all available models). DeepInfra REST: GET /models/list.
deepinfra_get_modelGet one model's catalog entry (pricing, context length, capabilities). DeepInfra REST: GET /models/{model_name}.
deepinfra_get_hardwareGet the hardware options / GPU configuration available for a given model. DeepInfra REST: GET /v2/hardware.
deepinfra_query_logsQuery inference request logs for a dedicated deployment over a time window. DeepInfra REST: GET /v1/logs/query.
deepinfra_get_live_metricsGet global live inference metrics across the account (real-time throughput / activity). DeepInfra REST: GET /v1/metrics/live.
deepinfra_start_deploymentStart (resume) a dedicated deployment. WARNING: this resumes a dedicated deployment and may incur GPU charges while it runs. DeepInfra REST: POST /deploy/{deploy_id}/start.
deepinfra_stop_deploymentStop (pause) a running dedicated deployment. This halts inference and stops accruing GPU charges for it. DeepInfra REST: POST /deploy/{deploy_id}/stop.
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 usefulapi.io (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 13 ms (HTTP 200)
No sign-in needed
Read 18 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 (1.35.3) reached the registry yesterday.
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, debuff
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.
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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.
Run DeepInfra inference, list models and read account rate limits. Hosted, no local install.
Live endpoint: https://deepinfra.usefulapi.io/mcp · Homepage: https://usefulapi.io
https://deepinfra.usefulapi.io/mcp.claude mcp add --transport http deepinfra https://deepinfra.usefulapi.io/mcp, then run /mcp to log in.{
"mcpServers": { "deepinfra": { "url": "https://deepinfra.usefulapi.io/mcp" } } }
Add only the URL. Do not add an Authorization header or an API key to the client config: the server signs you in with OAuth, and the login page asks for your DeepInfra credentials.
Step-by-step setup, where to find your credentials, and FAQ: https://usefulapi.io/deepinfra/
On first connect you'll paste your DeepInfra credentials. They are validated, stored per-user, and scoped to you — no keys in config files.
| Tool | Type | What it does |
|---|---|---|
deepinfra_get_account | read | Get account |
deepinfra_get_rate_limit | read | Get rate limit |
deepinfra_list_api_tokens | read | List API tokens |
deepinfra_get_usage | read | Get usage |
deepinfra_get_usage_tokens | read | Get token usage |
deepinfra_get_usage_rent | read | Get GPU rental usage |
deepinfra_list_invoices | read | List invoices |
deepinfra_list_deployments | read | List deployments |
deepinfra_get_deployment | read | Get deployment |
deepinfra_get_deployment_stats | read | Get deployment stats |
deepinfra_get_gpu_availability | read | Get GPU availability |
deepinfra_list_models | read | List models |
deepinfra_get_model | read | Get model |
deepinfra_get_hardware | read | Get hardware |
deepinfra_query_logs | read | Query logs |
deepinfra_get_live_metrics | read | Get live metrics |
deepinfra_start_deployment | write | Start deployment |
deepinfra_stop_deployment | write | Stop deployment |
deepinfra_usage_status | meta | Usage status (free-tier meter) |
deepinfra_request_feature | meta | Request a missing feature |
deepinfra_upgrade | meta | Upgrade to Pro or Pro+ |
deepinfra_cancel_subscription | meta | Cancel the Pro subscription |
read tools are read-only; write tools mutate data (clients should confirm them); meta tools report usage, manage your subscription or send a feature request.
| Plan | Price | Limit |
|---|---|---|
| Free | $0 | 50 tool calls / month |
| Pro | $9/mo or $90/yr (2 months free) | Unlimited* |
\*Pro has a fair use limit of 10,000 tool calls a month on this server. For more, write to support@usefulapi.io.
Pro covers this server only. Subscribe with deepinfra_upgrade (it returns a Stripe Checkout link). Cancel any time with deepinfra_cancel_subscription: Pro continues to the end of the paid period, with no refund for the current period, and running deepinfra_upgrade before then undoes the cancel. Or write to support@usefulapi.io.
MIT