Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Context portability MCP server for compressing, formatting, and resuming AI conversation handoffs.
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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.
OPENAI_API_KEY, OPENAI_MODEL, CONTEXTBRIDGE_HOSTED_URL, CONTEXTBRIDGE_HOSTED_API_KEY, CONTEXTBRIDGE_HOSTED_MODELValues 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": {
"context-bridge": {
"command": "npx",
"args": [
"-y",
"@contextbridge_ai/mcp"
],
"env": {
"OPENAI_API_KEY": "your-value",
"OPENAI_MODEL": "your-value",
"CONTEXTBRIDGE_HOSTED_URL": "your-value",
"CONTEXTBRIDGE_HOSTED_API_KEY": "your-value",
"CONTEXTBRIDGE_HOSTED_MODEL": "your-value"
}
}
}
}Run this in your terminal
claude mcp add context-bridge --env OPENAI_API_KEY=your-value --env OPENAI_MODEL=your-value --env CONTEXTBRIDGE_HOSTED_URL=your-value --env CONTEXTBRIDGE_HOSTED_API_KEY=your-value --env CONTEXTBRIDGE_HOSTED_MODEL=your-value -- npx -y @contextbridge_ai/mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"context-bridge": {
"command": "npx",
"args": [
"-y",
"@contextbridge_ai/mcp"
],
"env": {
"OPENAI_API_KEY": "your-value",
"OPENAI_MODEL": "your-value",
"CONTEXTBRIDGE_HOSTED_URL": "your-value",
"CONTEXTBRIDGE_HOSTED_API_KEY": "your-value",
"CONTEXTBRIDGE_HOSTED_MODEL": "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": {
"context-bridge": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@contextbridge_ai/mcp"
],
"env": {
"OPENAI_API_KEY": "your-value",
"OPENAI_MODEL": "your-value",
"CONTEXTBRIDGE_HOSTED_URL": "your-value",
"CONTEXTBRIDGE_HOSTED_API_KEY": "your-value",
"CONTEXTBRIDGE_HOSTED_MODEL": "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.
OPENAI_MODEL envCONTEXTBRIDGE_HOSTED_URL envCONTEXTBRIDGE_HOSTED_MODEL envThese 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 registry name was verified with the GitHub account prateekg7, 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.
You need to fill in: OPENAI_API_KEY, CONTEXTBRIDGE_HOSTED_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 (0.1.3) reached the registry 6 months 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, Tools MCP
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.
ContextBridge is a context portability tool for AI conversations. This package publishes the MCP server surface: it compresses an in-progress conversation into a structured context block that preserves the user's goal, confirmed decisions, current state, open threads, artifacts, constraints, recent pivots, and suggested next step, then formats that handoff so another AI can continue without forcing the user to restate everything.
The published npm artifact is the stdio MCP server for Claude Desktop, agent runtimes, and other MCP-compatible hosts. The browser extension runtime is developed in the same repository, but it is not part of this MCP Registry publishing flow.
Add this to your Claude Desktop MCP config (~/Library/Application Support/Claude/claude_desktop_config.json):
{
"mcpServers": { "contextbridge": { "command": "npx", "args": ["-y", "@contextbridge_ai/mcp"], "env": { "GROQ_API_KEY": "your_groq_api_key_here" } } } }
Or with OpenAI:
{
"mcpServers": { "contextbridge": { "command": "npx", "args": ["-y", "@contextbridge_ai/mcp"], "env": { "OPENAI_API_KEY": "your_openai_api_key_here", "OPENAI_MODEL": "gpt-4.1-mini" } } } }
For a hosted no-key lane instead of BYOK:
{
"mcpServers": { "contextbridge": { "command": "npx", "args": ["-y", "@contextbridge_ai/mcp"], "env": { "CONTEXTBRIDGE_HOSTED_URL": "https://your-hosted-endpoint.example/v1", "CONTEXTBRIDGE_HOSTED_MODEL": "mistralai/Mistral-7B-Instruct-v0.2" } } } }
compress_contextCompresses a raw transcript into a structured context block.
Parameters:
transcript (string, required): the raw conversation transcript to compress.provider ("openai" | "openai-chat" | "google" | "groq" | "custom" | "hosted", optional): provider override.model (string, optional): model override for the selected lane.apiKey (string, optional): BYOK API key override.baseUrl (string, optional): API base URL override.hostedApiKey (string, optional): optional auth key for the hosted lane.format_for_targetFormats a compressed context block for a destination platform.
Parameters:
context_block (object, required): a validated ContextBridge compressed context block.target ("claude" | "chatgpt" | "gemini", required): destination AI platform.resume_contextBuilds a destination-ready landing package from a compressed context block.
Parameters:
context_block (object, required): a validated ContextBridge compressed context block.target ("claude" | "chatgpt" | "gemini", required): destination AI platform.ContextBridge auto-selects the OpenAI Responses lane when a BYOK key is present.
Environment variables:
OPENAI_API_KEY=your_openai_api_key_here
OPENAI_MODEL=gpt-4.1-mini OPENAI_BASE_URL=https://api.openai.com/v1
Additional supported provider overrides:
GOOGLE_API_KEY=your_google_api_key_here
GOOGLE_MODEL=gemini-2.5-pro GOOGLE_BASE_URL=https://generativelanguage.googleapis.com/v1beta/openai
GROQ_API_KEY=your_groq_api_key_here GROQ_MODEL=llama-3.3-70b-versatile GROQ_BASE_URL=https://api.groq.com/openai/v1
CONTEXTBRIDGE_API_KEY=your_custom_api_key_here CONTEXTBRIDGE_MODEL=your_custom_model_here CONTEXTBRIDGE_BASE_URL=https://your-endpoint.example/v1 CONTEXTBRIDGE_PROVIDER=custom
The hosted lane is the no-key path for end users who do not bring their own provider credentials.
Environment variables:
CONTEXTBRIDGE_HOSTED_URL=https://your-hosted-endpoint.example/v1
CONTEXTBRIDGE_HOSTED_MODEL=mistralai/Mistral-7B-Instruct-v0.2 CONTEXTBRIDGE_HOSTED_API_KEY=
Selection priority:
apiKey option passed into compression uses the OpenAI Responses BYOK lane.OPENAI_API_KEY uses the OpenAI Responses BYOK lane.CONTEXTBRIDGE_HOSTED_URL uses the hosted lane.Contributions are welcome. The highest-leverage areas are extraction quality evaluation, browser collector resilience, destination formatting quality, hosted-lane infrastructure, and real-world handoff testing across platforms.
MIT. See LICENSE.