Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Visual website feedback, screenshots and team discussion for coding assistants. Self-hosted.
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.
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
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.
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 6, 2026
The registry name was verified with the GitHub account Softinator-TechLabs, which owns the repo
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 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 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 (0.2.3) reached the registry 16 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, 오늘냥이 (Oneul Nyangi)
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.
Real cat photos, diaries, profiles, age and food reference calculators, and breeds.
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.
Free, Apache-2.0 visual feedback, session replay and debugging context.
Show the problem with a screenshot, exact text suggestion or video + session recording. Keep the discussion, event timeline, browser diagnostics and approved project context together. Your team and coding agent can investigate the evidence, make the agreed change and record verification. The complete product is free to self-host; you provide the infrastructure and any AI tools you use.
Set up a team server first. The order is: server → install and connect the Chrome extension → project context, optional GitHub App and members → each developer's personal MCP setup. One installation serves your team; the extension does not host a server. Follow the complete setup flow, or the separate DevOps installation guide.
Website · Why Feedbacks · Self-hosting · Extension · Coding assistants & plugins · API & MCP · Roadmap · Contributing
Recording guide · Debug bundles · Text suggestions · More review workflows
Feedbacks is an early 0.x release. Each application deployment serves one organization. Public registration, billing, SSO and shared-database customer tenancy are not implemented. See architecture and deployment boundaries.
curl -fsSL https://feedbacks.softinator.ai/install.sh | bash
Open http://localhost:3000 with the generated owner login. PostgreSQL and screenshots persist in Docker volumes; no S3 account or source build is required. The installer requires Docker Compose, Bash, curl and OpenSSL, and preserves existing installation directories. See the quickstart and production guide.
Requirements: Node.js 22 or 24, npm, and Docker Compose for PostgreSQL.
git clone https://github.com/Softinator-TechLabs/feedbacks-oss.git
cd feedbacks-oss npm ci cp .env.example .env docker compose -f compose.dev.yaml up -d --wait npm run bootstrap npm run build npm run dev:server
Before bootstrap, add BOOTSTRAP_EMAIL, BOOTSTRAP_NAME and a unique BOOTSTRAP_PASSWORD to your local .env. Bootstrap creates the first owner once. Remove the bootstrap password afterward. Open localhost:3000. The example database password is for the loopback-only development database.
For live client edits, run npm run dev:web in another terminal and set APP_ORIGIN=http://localhost:5173 in .env before restarting the server. Use that origin in the browser. For the standalone public website, use npm run dev:site.
Production requires HTTPS, PostgreSQL and private S3-compatible storage. Follow the deployment guide for configuration, first-owner setup and recovery.
For a registry deployment, use the public Docker Hub image and registry Compose. The illustrated storage guide maps the five prerequisites to their environment fields. Developers can install the bundled Claude Code and Codex plugins in two commands, then connect their own scoped key.
Checked 21 October 2026. Direct Claude Code and Codex installation is available from our public marketplace.
| Official directory | Current status |
|---|---|
| Claude Code | Version 0.2.2 passed its security scan. Publication was requested and is waiting for an Anthropic reviewer; it is not live in the official directory. |
| OpenAI | Local command/stdio MCP submission access is pending OpenAI review. Official directory submission and publication are not yet available for this package. |
These reviews have no confirmed publication date. Use the direct installation instructions today; directory status does not change the self-hosted Apache-2.0 product. See agent setup and distribution boundaries.
Build with npm run build:extension. Load the dist/extension/unpacked/ directory from Chrome's Load unpacked, or use the ZIP in dist/extension/. Enter your own Feedbacks server address and approve pairing in the web application. Website-wide permission is a separate optional action. Existing saved server connections remain available.
| Path | Responsibility |
|---|---|
src/server/ | Authentication, project access, business operations, persistence and transports |
src/shared/ | Typed operation inputs, outputs and descriptions |
src/web/ | Authenticated React application |
src/cli/ | Bootstrap, JSON CLI and stdio MCP adapter |
plugins/ | Codex and Claude Code plugin packages and review skills; MCP bundles generated at build |
extension/ | Chrome Manifest V3 capture and review extension |
site/ | Independently deployable public website |
tests/ | Isolated authorization, transport and database tests |
ops/ | Generic deployment configuration |
docs/ | Public contributor and operator documentation |
Start with AGENTS.md and the documentation map. Claude Code and Gemini CLI have thin adapters to the same instructions. See supported skills and client setup. For an isolated app with synthetic data and no deployment credentials:
npm ci
npm run harness:dev
The command builds the app and prints its loopback URL and private local access-file path. Each run has a disposable database and independent port.
npm run check
npm run test:postgres
check runs formatting, architecture/docs checks, type checking, tests, all builds, an isolated app smoke check and release-content checks. CI also runs the native PostgreSQL tests, dependency audit and secret scanning. A passing build is not evidence of production deployment or capacity.
The application, extension and website source are Apache-2.0 licensed. Dependencies retain their licenses. Read contribution guidelines, community standards, security reporting and trademark guidance.