Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
MCP server for fixing static analysis issues from SARIF reports with AI agents
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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.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"sheriff": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/ryansmith4/sheriff-mcp:1.0.2"
]
}
}
}Run this in your terminal
claude mcp add sheriff -- docker run -i --rm ghcr.io/ryansmith4/sheriff-mcp:1.0.2Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"sheriff": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/ryansmith4/sheriff-mcp:1.0.2"
]
}
}
}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": {
"sheriff": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/ryansmith4/sheriff-mcp:1.0.2"
]
}
}
}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.
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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 7, 2026
The registry name was verified with the GitHub account ryansmith4, 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 (1.0.2) reached the registry 8 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Docker on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Asset Notation
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.
Read and maintain an Asset Notation file on disk: net worth, holdings, valuations, CSV import.
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.
Sheriff is an MCP server that helps AI agents efficiently fix static analysis issues from SARIF reports.
[Documentation](https://ryansmith4.github.io/sheriff-mcp/) | [Installation](https://ryansmith4.github.io/sheriff-mcp/getting-started/installation/) | [Tool Reference](https://ryansmith4.github.io/sheriff-mcp/tools/)
AI agents struggle with large static analysis reports:
Sheriff solves this by acting as a work queue manager:
Sheriff works with any tool that produces SARIF output:
| Tool | Language | SARIF Command |
|---|---|---|
| Qodana | Java/Kotlin/JS/Python | qodana scan |
| Semgrep | Multi-language | semgrep --sarif -o results.sarif |
| ESLint | JavaScript/TypeScript | eslint --format @microsoft/sarif |
| CodeQL | Multi-language | Built-in SARIF output |
| SpotBugs | Java | spotbugs -sarif |
| Bandit | Python | bandit -f sarif |
| Checkov | IaC | checkov -o sarif |
| Trivy | Container/IaC | trivy --format sarif |
| SonarQube | Multi-language | Built-in SARIF export |
JAR (All Platforms) — Requires Java 21+
Download sheriff-mcp-1.0.2-all.jar from Releases.
Docker
docker pull ghcr.io/ryansmith4/sheriff-mcp:latest
MCP Registry
Clients that support the MCP Registry can install directly by name: io.github.ryansmith4/sheriff-mcp
See the Installation Guide for full details.
Add Sheriff to your MCP client (Claude Code, Cursor, ChatGPT Desktop, etc.):
{
"mcpServers": { "sheriff": { "command": "java", "args": ["-jar", "/path/to/sheriff-mcp-1.0.2-all.jar", "start"] } } }
Or with Docker:
{
"mcpServers": { "sheriff": { "command": "docker", "args": ["run", "-i", "--rm", "-v", ".:/data", "ghcr.io/ryansmith4/sheriff-mcp:latest"] } } }
See the Agent Setup Guide for client-specific instructions and recommended agent instructions.
1. Run static analysis → qodana scan
Sheriff exposes a single sheriff tool with 7 actions: load, next, done, progress, summary, reopen, and export. See the Tool Reference for full documentation.
User: "Fix all ConstantValue issues in my codebase"
Agent: sheriff load target="build/qodana/qodana.sarif.json" → 136 total issues, 22 ConstantValue, 15 unused...
Agent: sheriff next scope={rule: "ConstantValue"} → 3 issues in Service.java with code snippets
Agent: [reads Service.java, fixes all 3 issues]
Agent: sheriff done fps=["88d32cab35478753", "ab1c2d3e12345678", "f9e8d7c6a1b2c3d4"] status="fixed" → 3 marked fixed, 19 remaining
... continues until remaining = 0
All release artifacts are signed with Sigstore for supply chain security.
Verify JAR:
VERSION=1.0.2
cosign verify-blob \ --signature sheriff-mcp-${VERSION}-all.jar.sig \ --certificate sheriff-mcp-${VERSION}-all.jar.pem \ --certificate-identity-regexp "https://github.com/ryansmith4/sheriff-mcp" \ --certificate-oidc-issuer "https://token.actions.githubusercontent.com" \ sheriff-mcp-${VERSION}-all.jar
Verify Docker image:
cosign verify ghcr.io/ryansmith4/sheriff-mcp:latest \
--certificate-oidc-issuer=https://token.actions.githubusercontent.com \ --certificate-identity-regexp="github.com/ryansmith4/sheriff-mcp"
See SECURITY.md for our security policy.
Contributions welcome! See CONTRIBUTING.md for guidelines.
Apache License 2.0 - see LICENSE