Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
RunAPI MCP server for Flux: create tasks, poll status, check pricing.
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.
Pick the AI app you use, then copy the settings.
RUNAPI_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"flux": {
"command": "npx",
"args": [
"-y",
"@runapi.ai/flux-mcp"
],
"env": {
"RUNAPI_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add flux --env RUNAPI_API_KEY=your-value -- npx -y @runapi.ai/flux-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"flux": {
"command": "npx",
"args": [
"-y",
"@runapi.ai/flux-mcp"
],
"env": {
"RUNAPI_API_KEY": "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": {
"flux": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@runapi.ai/flux-mcp"
],
"env": {
"RUNAPI_API_KEY": "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 one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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.
Runs on your computer; the tool list appears in your AI app after you install it.
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 publisher (runapi-builder) is not the repo owner (runapi-ai); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 0 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: RUNAPI_API_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.2.1) reached the registry 16 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, SuperCollider
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.
Make sound with SuperCollider: synths, drums, chords, melodies and soundscapes over OSC.
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.
RunAPI Flux MCP Server
Flux API access for AI agents: run image generation operations, poll asynchronous results, and check pricing through one focused MCP server.
Works with Claude Code, Codex, Cursor, Windsurf, VS Code, Roo Code, and any MCP-compatible host.
Install | Tools | Models | Agent Prompts | Configuration | Links
@runapi.ai/flux-mcp is a focused Model Context Protocol server for the Flux model line on RunAPI. It gives MCP-compatible assistants direct access to 2 endpoints and 3 model variants without loading the full RunAPI catalog.
Use this per-model server when an agent should stay scoped to Flux. Use @runapi.ai/mcp when one assistant should discover every RunAPI model line.
Add it to Claude Code:
claude mcp add flux -s user -- npx -y @runapi.ai/flux-mcp
Use project scope when the server should be shared with a repository:
claude mcp add flux -s project -- npx -y @runapi.ai/flux-mcp
Codex, Cursor, Windsurf, VS Code, Roo Code, and other MCP hosts can use the same stdio command:
{
"mcpServers": { "flux": { "command": "npx", "args": ["-y", "@runapi.ai/flux-mcp"] } } }
check_pricing works before sign-in. For task creation and status polling, ask your assistant to call the login tool. It opens a browser login and saves credentials to ~/.config/runapi/config.json, the same file used by runapi login. Headless and CI hosts can still set RUNAPI_API_KEY before starting the MCP host.
Ready-made examples are in examples/ for Claude, Cursor, Windsurf, VS Code, and Roo Code.
| Tool | Auth | Purpose |
|---|---|---|
remix_image | Yes | Create a Flux remix image task and optionally wait for a terminal status. Returns the task id, status, and output URLs. |
text_to_image | Yes | Create a Flux text to image task and optionally wait for a terminal status. Returns the task id, status, and output URLs. |
get_task | Yes | Fetch the current status and latest payload for an existing task. |
check_pricing | No | Look up current pricing for a Flux model and endpoint. |
Flux covers 3 model variants across 2 endpoints. Each tool accepts the models listed for it:
| Tool | Models |
|---|---|
remix_image | flux-dev, flux-pro |
text_to_image | flux-2-klein, flux-dev, flux-pro |
Model availability can change between releases. Use check_pricing or the Flux model page for the current catalog view.
Ask your assistant in natural language; it can inspect pricing, create the task, and return the task id plus output URLs.
Run a Flux remix image task with RunAPI.
The assistant can call check_pricing, then remix_image, and return the task id, status, and output URLs.
Create the task but don't wait for it to finish.
The assistant calls the create tool with wait: false and returns the task id. Check on it later with get_task.
Check current Flux pricing, then create the task if it matches my request.
The assistant calls check_pricing and can link to the Flux model page for the canonical catalog entry.
The server resolves auth in this order:
RUNAPI_API_KEY environment variable, useful for headless and CI hosts~/.config/runapi/config.json, created by the MCP login tool or runapi logincheck_pricingThe config file is normally managed by login. A pre-provisioned headless config can use:
{
"apiKey": "your_runapi_key" }
Do not commit real API keys.
| Resource | URL |
|---|---|
| Flux model page | https://runapi.ai/models/flux |
| npm package | @runapi.ai/flux-mcp |
| GitHub repository | runapi-ai/flux-mcp |
| RunAPI MCP overview | runapi.ai/mcp |
| RunAPI docs | runapi.ai/docs |
Licensed under the Apache License, Version 2.0.