Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Constitutional guardrails and loop detection for AI agents
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.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"agent-guard": {
"command": "npx",
"args": [
"-y",
"agent-guard-mcp"
]
}
}
}Run this in your terminal
claude mcp add agent-guard -- npx -y agent-guard-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"agent-guard": {
"command": "npx",
"args": [
"-y",
"agent-guard-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": {
"agent-guard": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"agent-guard-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.
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 8, 2026
The registry name was verified with the GitHub account mdfifty50-boop, 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 (0.1.3) reached the registry 7 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, Tethered Trust
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.
Fit, compatibility and recall checks for AI agents before they buy: verdicts, evidence, receipts.
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.
MCP server that detects and prevents infinite agent loops — the #1 reliability problem in agentic systems.
Provides circuit breakers, pattern detection, stuck-agent analysis, and recovery recommendations via the Model Context Protocol.
npx agent-guard-mcp
Add to claude_desktop_config.json:
{
"mcpServers": { "agent-guard": { "command": "npx", "args": ["agent-guard-mcp"] } } }
git clone https://github.com/mdfifty50-boop/agent-guard-mcp.git
cd agent-guard-mcp npm install node src/index.js
Register an agent for monitoring.
| Param | Type | Default | Description |
|---|---|---|---|
agent_id | string | required | Unique agent identifier |
max_iterations | number | 100 | Max iterations before forced stop |
progress_threshold | number | 0.3 | Min unique/total action ratio to be "making progress" |
Log an agent action for loop detection. Maintains a rolling window of the last 50 actions.
| Param | Type | Default | Description |
|---|---|---|---|
agent_id | string | required | Agent identifier |
tool_name | string | required | Tool being called |
args | object | required | Arguments passed |
result_preview | string | "" | Brief result preview (max 200 chars) |
Returns early warnings when repeated patterns are detected.
Check if an agent is stuck in an infinite loop.
| Param | Type | Description |
|---|---|---|
agent_id | string | Agent to check |
Returns:
is_stuck — booleanconfidence — 0.0 to 1.0pattern — healthy, exact_repeat, low_diversity, or exact_repeat_and_low_diversitysuggestion — human-readable recovery advicerepeated_actions — list of repeated signatures with countsConfigure automatic intervention when action patterns repeat.
| Param | Type | Default | Description |
|---|---|---|---|
agent_id | string | required | Agent identifier |
max_repeats | number | 3 | Trigger after N identical actions |
action | string | "warn" | "warn", "block", or "suggest_alternative" |
Pre-flight check before executing a tool. Call this BEFORE the actual tool call.
| Param | Type | Description |
|---|---|---|
agent_id | string | Agent identifier |
proposed_tool | string | Tool about to be called |
proposed_args | object | Arguments about to be passed |
Returns proceed: false when the circuit breaker fires (block mode only).
Detailed analysis of why an agent is stuck.
| Param | Type | Description |
|---|---|---|
agent_id | string | Agent to analyze |
Returns: action history, pattern analysis, token waste estimate, diversity ratio, top repeated patterns, and recovery recommendations.
Overview of all monitored agents. No parameters.
Returns all agents sorted by risk score with their status (STUCK/HEALTHY), action counts, and circuit breaker config.
| URI | Description |
|---|---|
agent-guard://agents | All monitored agents with current status |
1. register_agent — at agent startup
npm test
MIT