GitHub
GitHub’s official server lets AI read and manage code, issues and pull requests in your account. Use GitHub’s hosted version or run it locally with Docker.
Description from the maker (original English)
Local CI broker and test-impact ledger for coding agents: queue, lane modes and red-run packets.
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
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": {
"tracegate-ci": {
"command": "npx",
"args": [
"-y",
"tracegate-ci",
"mcp"
]
}
}
}Run this in your terminal
claude mcp add tracegate-ci -- npx -y tracegate-ci mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"tracegate-ci": {
"command": "npx",
"args": [
"-y",
"tracegate-ci",
"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": {
"tracegate-ci": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"tracegate-ci",
"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 davidscotttufts, 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 (0.10.1) reached the registry 5 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: GitHub, Desktop Commander, Cloudflare 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
GitHub’s official server lets AI read and manage code, issues and pull requests in your account. Use GitHub’s hosted version or run it locally with Docker.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
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.
Local CI for TypeScript that runs only the tests a change can affect, and has to earn the right to skip the rest.
Tracegate records what each test file touches when it runs: the functions it executes, the modules it loads, and the files it reads. When you change code, a test whose recorded inputs didn't change can reuse its last green result. The rest run.
It doesn't skip anything until that has been shown to be safe:
It can't turn a red into a green. A failing test's record is dropped, and no record older than 72 hours is reused.
Tracegate came out of a private TypeScript monorepo with about 3,700 test files, where it gates every merge. Its measured miss rate there is published in docs/evidence/.
npm install --save-dev tracegate-ci
npx tracegate init --write --mcp # writes tracegate.config.json and wires the recorder npx tracegate doctor --canary # checks the setup by recording one test file npx tracegate run # runs the lane; in shadow, everything still runs npx tracegate savings # what skipping would have saved so far
To try it for two weeks and share what it measured, see docs/trial.md.
init without --write only prints what it would do. It never overwrites an existing config, and it tells you which Vitest configs to edit by hand.
Requirements: Node 22+, git, Vitest 4.1–5.x or Jest 30, and TypeScript 5 or 6 in your repository. On TypeScript 7, also install 6 under an alias Tracegate looks for: npm i -D tracegate-typescript@npm:typescript@6.
/plugin marketplace add davidscotttufts/tracegate-ci
/plugin install tracegate@tracegate
The plugin adds an MCP server, two subagents (red-reader, deps-oracle), two skills, and a hook. In a Tracegate repository, the hook stops agents from running a bare vitest or npm test outside the queue, and from triaging misses or approving skipped tests themselves. TRACEGATE_HOOK=off turns it off.
What the plugin runs and touches (also in PRIVACY.md):
node on its own files (the MCP server over stdio, and the hook), git, your test runner, the commands you give tracegate lease, and ssh-keygen or gpg when you run attest.ps, vm_stat, sysctl and pmset on macOS; /proc on Linux)..git/tracegate/, temporary files and a socket in the OS temp directory, git notes under refs/notes/tracegate when you run attest, and the files init --write lists.attest --status posts a GitHub commit status with gh, and the release bus reads and writes a GCS bucket you name, with gcloud.A test reuses its last green result when nothing it depends on has changed since. That means no change to:
package.json, a lockfile or the Vitest config;git on it.Uncommitted edits count. Edits inside functions the test never ran don't.
What a recording can't see is the clock, environment variables, the network, and other processes. The 72-hour limit, the random audit, and a full run at least once a day cover those. The full rules are in How a decision is made.
| Command | What it does |
|---|---|
tracegate run | Select, run the tests, record, and learn from the result. |
tracegate status | Each lane's mode and progress toward the entry bar. |
tracegate savings | What skipping would have saved so far. |
tracegate report-card | Miss rates with 95% confidence intervals. --redact for a private repo. |
tracegate triage | Mark a miss as a flaky test or a recorder bug. |
tracegate lease | Run a command when the machine has room for it. |
tracegate train | Gate a queue of branches and land the green ones. |
tracegate daemon | Run full lanes at night and pre-test queued branches. |
tracegate bus | See what another machine is gating or deploying. |
tracegate attest / verify | Sign, and check, what was tested on a commit. |
tracegate mcp | The MCP server for agents. |
tracegate --help lists every command and flag.
tracegate init --write creates tracegate.config.json. A lane is one test project:
{
"lanes": { "api": { "dir": "packages/api", "src": "src", "globals": ["test/setup/"] }, "web": { "dir": "packages/web", "src": "src" } } }
List your test setup directory under globals: every test loads it, so a change there runs the whole lane. All settings are in the guide.
| Feature | What it's for |
|---|---|
| Broker | One queue for the machine. Gates, background jobs and every agent's test runs share the CPU and memory instead of fighting over them. |
| Merge train | Gates a batch of branches as their real merge commit, bisects a red batch, and lands only exactly what passed. |
| Red Reader | An agent reads each failed run and can mark a "flaky" failure as a real bug. It can never do the reverse. |
| Silence guard | Fails a change that skips, focuses or deletes tests, until a person approves it. |
| Conductor | Runs the tests most likely to fail first, and advises which branches to gate alone. |
| Dependency changes | A lockfile change re-runs only the tests that loaded a changed package. |
| Keyed inputs | An edit to one string in a translation file re-runs only the tests that used it. |
| Daemon | Uses idle hours for full runs and for pre-testing queued branches. |
| Release bus | Lets two machines see each other's trains and deploys. |
| Attestation | A signed record of what ran on a commit's exact tree. |
Why not Vitest's `recordDependencies`? The comparison runs both on the same commits. Tracegate selects per function, sees files read at run time, and audits its own skips.
bin/ci script.Apache-2.0. See LICENSE and NOTICE.