Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Local stdio MCP server for the AEGIS governance client. The hosted evaluation service is offline.
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.
AEGIS_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"aegis": {
"command": "uvx",
"args": [
"aegis-governance"
],
"env": {
"AEGIS_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add aegis --env AEGIS_API_KEY=your-value -- uvx aegis-governanceFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"aegis": {
"command": "uvx",
"args": [
"aegis-governance"
],
"env": {
"AEGIS_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": {
"aegis": {
"type": "stdio",
"command": "uvx",
"args": [
"aegis-governance"
],
"env": {
"AEGIS_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.
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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 9, 2026
The publisher (undercurrentholdings.com) is not the repo owner (undercurrentai); 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: AEGIS_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 (1.4.2) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, CloudGPU MCP
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ 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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Rent a per-minute GPU from your MCP client, run a job, download results, shut it down.
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Status: the hosted AEGIS service is offline (since September 2026).
The hosted API and the hosted MCP endpoint (
mcp.aegis.undercurrentholdings.com) are offline.
The local server does not evaluate proposals itself, so no tool returns an evaluation at this time.
Current status: https://undercurrentholdings.com/status/
aegis-governance on PyPI is a Python client for the AEGIS API. It also contains a local MCP server. The package installs one console script, aegis-mcp-server. This script starts a local MCP server that uses the stdio transport. The package has no other command-line tool.
The local server has no evaluation engine. By default, the client sends all requests to the hosted AEGIS API. Sandbox mode (the mode without an API key) also uses the hosted API. While the hosted service is offline, tool calls do not return evaluations.
pip install "aegis-governance[mcp]"
The [mcp] extra is necessary for aegis-mcp-server. On Python < 3.10, the extra installs nothing, and aegis-mcp-server exits with an install hint.
Claude Code
claude mcp add aegis -- aegis-mcp-server
Cursor (.cursor/mcp.json) / Windsurf / any stdio MCP client:
{
"mcpServers": { "aegis": { "command": "aegis-mcp-server" } } }
VS Code (.vscode/mcp.json):
{
"servers": { "aegis": { "type": "stdio", "command": "aegis-mcp-server" } } }
tools/list from aegis-mcp-server in aegis-governance 1.4.2 returns these six tools. Without AEGIS_API_KEY, aegis_evaluate_proposal and aegis_health call the hosted API, and the other four tools return an AuthenticationError JSON result without an API call. With AEGIS_API_KEY set, all six tools call the hosted API.
The descriptions below are quoted from the server. They do not describe a service that is available now.
| Tool | Description (quoted from the server) |
|---|---|
aegis_evaluate_proposal | Evaluate an engineering proposal through the AEGIS gate checks. |
aegis_quick_risk_check | Quick risk threshold check without a full Bayesian evaluation. |
aegis_health | Check AEGIS API health (service status, version, components). |
aegis_list_decisions | List recent governance decisions for the authenticated customer. |
aegis_get_decision | Fetch a specific governance decision by ID, with full gate detail. |
aegis_get_usage | Get the authenticated customer's evaluation usage report. |
The aegis-governance source repository is private. To read the published source, download the source distribution (sdist) from PyPI:
pip download --no-binary :all: --no-deps "aegis-governance==1.4.2"
Or get the .tar.gz file from the PyPI release files.