GitHub
by 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.
Computer or cloud★ 34,245MITUpdated 4 days ago
Install
RepoPilot
Overview
Description from the maker (original English)
Local, deterministic review of Git changes: weakened tests and CI gates, risky flows, blast radius.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs on your computer
- Transport: stdio
- Category: Developer tools
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on your computer with your user’s permissions (files, network, apps).
- The registry lists no key to fill in.
You need
- npmNode.js installed (for the npx command)
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": {
"repopilot": {
"command": "npx",
"args": [
"-y",
"repopilot",
"mcp",
"--root",
"."
]
}
}
}Run this in your terminal
claude mcp add repopilot -- npx -y repopilot mcp --root .Or copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"repopilot": {
"command": "npx",
"args": [
"-y",
"repopilot",
"mcp",
"--root",
"."
]
}
}
}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.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"repopilot": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"repopilot",
"mcp",
"--root",
"."
]
}
}
}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.
What it can do
Runs on your computer; the tool list appears in your AI app after you install it.
Basic checksi
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
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account MykytaStel, which owns the repo
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- – Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
- – Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
- … Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints
Compared with others in Developer toolsi
- More stars than 0% of the other 4904 servers in this category
- Published to the registry more recently than 59% of the other 4904 servers in this category
- Basic checks equal to or better than 100% of the other 4904 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is RepoPilot safe?
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.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
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).
Is it still maintained?
The GitHub repo last changed –, and the latest version (0.25.0) reached the registry 28 days ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js, Rust on your computer.
What can I use instead?
In the same category: GitHub, Desktop Commander, Cloudflare MCP
Alternatives
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
Desktop Commander
by wonderwhy-er
MCP server for terminal commands, file operations, and process management
Runs on your computer★ 10,225MITUpdated 16 days ago
Install
Cloudflare MCP
by cloudflare
Cloudflare MCP servers
Runs in the cloud★ 4,446Apache-2.0Updated 14 months ago
Install
README from the maker
Open the README
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.
RepoPilot
Local, deterministic review for Git changes.
RepoPilot helps developers and teams inspect a change before merge. It reports structural evidence about security boundaries, behavior, local imports and exports, and the files affected through the dependency graph. The same review can run from a terminal, in CI, or through an agent integration.
The analysis runs on the machine or CI runner that invokes it. It does not send source to a hosted service or call an embedded language model. Findings point to code and explain what to check; reviewers still decide whether a change is safe for their application.
Example: a change that weakens its own tests
This change drops a range check from applyDiscount. The same change skips the test that would now fail, removes an assertion from another test, and lets the CI test step fail without failing the job. Every check that still runs passes. repopilot review . lists them right after its decision:
Decision: REVIEW (Change Proof: REVIEW)... Checks this change weakened (details under Review signals): ⚑ check gate relaxed — .github/workflows/ci.yml:10 ⚑ assertions removed — src/pricing.test.ts:5 ⚑ test skipped — src/pricing.test.ts:9
Further down, each signal explains itself:
⚑ check gate relaxed — .github/workflows/ci.yml:10 check step `npm test` in job `test` now has `continue-on-error: true`⚑ assertions removed — src/pricing.test.ts:5 "applyDiscount > takes a percentage off the total": assertions 2 → 1 ⚑ test skipped — src/pricing.test.ts:9 it.skip added on "rejects a discount above 100%"; its result no longer fails the run
These are excerpts of one run (recording). Replay it with scripts/demo-weakened-tests.sh , then run repopilot review .
Install and review
cargo install repopilotor
npm install -g repopilot
repopilot review . --base origin/main
For uncommitted work, run repopilot review .. The first screen gives one PASS, REVIEW, BLOCK, or NOT ASSESSED decision, its reasons, coverage limits, and a next action.
A review can surface:
- changes to authentication, request trust, deployment, dependencies, or secret configuration;
- added or removed behavior such as network calls, subprocesses, filesystem writes, SQL, or error handling;
- changed input-to-sink paths, algorithmic structure, or local import/export contracts;
- tests the change stopped running or weakened: committed focus markers such as
it.only, newly skipped tests (it.skip,@pytest.mark.skip,t.Skip,#[ignore]), removed or substituted test cases, tests that lost assertions, new lint, type, or coverage suppressions, and relaxed CI or tool gates (continue-on-error,|| true, lowered coverage thresholds, strict mode off), so a green run cannot hide them; - direct dependents and the wider impact of changed files.
Signals are advisory evidence. For example, a taint-lite signal shows that a recognized input can reach a recognized sink in the changed source. Confirm the impact in the context of the application and its configured checks.
Example: review an image-processing change
The Wagtail example removes an authorization check and passes request data to a subprocess in a one-file change. RepoPilot reports both the boundary change and the input-to-process flow.
Replay the example on the pinned test repository:
python3 scripts/zoo.py clone --only wagtailscripts/demo-agent-edit.sh .zoo/wagtail repopilot review .zoo/wagtail
A reported flow is a path to investigate. RepoPilot does not prove that it is
exploitable or that the application is safe.
Use in a team
Gate a branch review on high-confidence signals:
repopilot review . --base origin/main --fail-on-review definitelyA review is VERIFIED only when checks configured for the repository are explicitly selected with --verify and pass on the reviewed revision. Generate suggestions for a first setup with repopilot init --suggestions-output repopilot-suggestions.toml; the file is separate from active configuration. See configuration.
For a broader repository view, run repopilot scan .. Use repopilot baseline create . to adopt existing findings before gating new work.
Agent and CI integrations
The same review can check work from a human or a coding agent. Record a starting point and review the changes made since it:
repopilot snapshotWork happens here.
repopilot review --since-snapshot
When the working tree is already dirty, the marker also records a baseline commit of those uncommitted files, so the later review covers only what changed after the snapshot. It shows what changed, not who changed it. See common workflows.
In Claude Code, the RepoPilot plugin runs that loop for every session and stops Claude from finishing while a test it skipped, focused, removed, or weakened is unexplained:
/plugin marketplace add MykytaStel/repopilot/plugin install repopilot@repopilot
Codex installs the same plugin (codex plugin marketplace add MykytaStel/repopilot, then codex plugin add repopilot@repopilot). Gemini CLI installs it as an extension (gemini extensions install https://github.com/MykytaStel/repopilot), and Cursor runs it through project hooks. For GitHub Copilot's coding agent and other agents, RepoPilot provides setup steps, an MCP entry, and an AGENTS.md snippet. See Guard your agent runs.
RepoPilot also provides a local stdio MCP server and a GitHub Action. The MCP server gives an agent access to the local scan and review tools. The Action runs RepoPilot on the Actions runner and can publish SARIF or a pull request summary. See Guard your agent runs, MCP server, and GitHub integration. MCP Registry name: mcp-name: io.github.MykytaStel/repopilot.
More capabilities
repopilot ai context .creates a local handoff with repository facts, findings, and a prioritized plan. It makes no model calls.repopilot initcreates configuration or integration files for review.- Reports are available as console, Markdown, JSON, HTML, and SARIF.
Documentation
- Install · Common workflows · CLI reference
- Current architecture · Reports and schemas · Security model
- Language support · Rules reference · Roadmap
- Latest stable release notes · Release evidence · Maintainer documentation
Contributing and development setup: CONTRIBUTING.md.
License
Licensed under either of Apache License, Version 2.0 or MIT license at your option.