A comprehensive toolkit to guide GitHub Copilot toward secure coding practices. This project includes customizable instructions and security-focused prompts to help development teams identify and mitigate security risks effectively.
Designed for security-conscious teams, this configuration ensures Copilot suggests safer code patterns, avoids common vulnerabilities, and reinforces best practices — all without disrupting your workflow.
This project offers:
- Secure-by-default guidance for all languages (e.g., input validation, secret handling, safe logging).
- Language-specific secure patterns:
- ☕ Java
- 🟩 Node.js
- 🟦 C#
- 🐍 Python
- "Do Not Suggest" lists to block risky Copilot completions (e.g.,
eval, inline SQL, insecure deserialization). - AI hallucination protections to prevent package spoofing, non-existent APIs, and misinformation risks.
- Mentorship-style tips to help newer engineers build secure coding habits.
- An MCP server for seamless integration of these prompts into other projects.
Explore the available prompts and their intended use cases:
| Prompt | Description | Intended Use |
|---|---|---|
| assess-logging.prompt.md | Identify unsafe logging and exposure of sensitive data. | Audit log output for leaks and recommend safer patterns. |
| business-logic-review.prompt.md | Analyze overall business logic flow and decision making. | Map application behavior and critique critical logic paths. |
| check-access-controls.prompt.md | Audit authorization and access control weaknesses. | Ensure RBAC/ABAC enforcement and consistent permission checks. |
| check-for-secrets.prompt.md | Detect hardcoded secrets and credentials. | Locate embedded keys or tokens and suggest secure storage. |
| check-for-unvalidated-genai-acceptances.prompt.md | Find unvalidated AI-generated code or hallucinated assets. | Verify that AI suggestions are real, tested, and documented. |
| dependency-cve-triage.prompt.md | Triage a known CVE against a project's dependency: explain the exploit, assess reachability and configuration, and produce a structured Dependency Tracker report. | Analyze a specific CVE's impact on local code, determine exploitability, and generate a concise triage report. |
| review-auth-flows.prompt.md | Evaluate authentication logic and session handling. | Review login flows for common risks and best practices. |
| scan-for-insecure-apis.prompt.md | Spot deprecated or insecure API usage. | Replace risky APIs with modern, safer alternatives. |
| secure-code-review.prompt.md | Perform a comprehensive security review of the codebase. | Conduct an end-to-end audit for security issues. |
| validate-input-handling.prompt.md | Check for missing or unsafe input validation. | Evaluate request handling for validation and sanitization gaps. |
-
Copy the
copilot-instructions.mdfile into your repo under:
.github/copilot-instructions.md -
Drop the prompts you want into:
.github/prompts/ -
Open the prompt you wish to run within your IDE
-
Click the
Run Promptbutton to the top-right of the fileℹ️ Note: If you don't see the run prompt button; check to make sure the
Chat: Prompt Filesfunctionality is enabled in your settings
The MCP server simplifies the integration of secure coding prompts into your workflow. Follow these steps:
-
Install dependencies
npm install
-
Setup environment
cp .env.example .env
The MCP server reads configuration from a
.envfile. Customize the following variables as needed:Variable Description Default server.portPort the MCP server listens on. 8080server.sslWhether to use ssl for express server falseserver.ssl.pfxPath to pfx file localhost.pfxserver.ssl.pfx.passphrasePassphrase for pfx file PFX_PASSPHRASEserver.hostnameHostname the server binds to. localhostlogger.transports.console.enabledEnable console logging output. falselogger.transports.console.levelLog level for console output. infologger.transports.amqp.enabledEnable AMQP-based logging. falselogger.transports.amqp.levelLog level for AMQP transport. httplogger.transports.amqp.hostnameHostname of the AMQP broker. localhostlogger.transports.amqp.portPort for the AMQP broker. 5672logger.transports.amqp.usernameUsername for AMQP authentication. guestlogger.transports.amqp.passwordPassword for AMQP authentication. guestlogger.transports.amqp.exchangeExchange name used for AMQP logging. logslogger.transports.amqp.vhostVirtual host for AMQP logging. /logslogger.transports.amqp.heartbeatHeartbeat interval in seconds. 60logger.transports.amqp.localeLocale for the AMQP connection. en_USlogger.transports.amqp.typeAMQP exchange type. directlogger.transports.amqp.durableWhether the AMQP exchange is durable. false -
Start the server
npm start
-
Build docker container
docker build -t copilot-security-mcp . -
Run docker container
docker run -d -p 8080:8080 copilot-security-mcp
-
Open VSCode and run the
MCP: Open User Configurationcommand. -
Add the following JSON configuration:
{ "servers": { "copilot-instructions-mcp": { "url": "http://localhost:8080/mcp" } } } -
Save the configuration.
-
Navigate to the Extensions menu in VSCode.
-
Locate the
copilot-instructions-mcpserver, click the settings cog, and selectstart server.
-
Open GitHub Copilot Chat.
-
Ask it to run any of the prompts against your repository or specific files.
Example:
Please get and run the secure code review prompt.
- ☕ Java — Spring, Jakarta, JDBC, OWASP Encoder
- 🟩 Node.js — Express,
pg,mongoose,helmet,ajv,zod - 🟦 C# — ASP.NET Core, Razor, ADO.NET, Entity Framework
- 🐍 Python — Flask, Django,
SQLAlchemy,pydantic,Jinja2,bcrypt,cryptography
Use these npm scripts to work on the project:
| Command | Description |
|---|---|
npm start |
Launches the MCP server on http://localhost:8080/mcp. |
npm run dev |
Starts the server with live reload via nodemon. |
npm run lint |
Runs ESLint and Markdownlint to verify code and docs. |
npm run lint:fix |
Attempts to automatically fix linting issues. |
Recommended workflow: Run npm run lint (and npm run lint:fix if needed) before committing or opening a PR.
This project is community-friendly and designed for continuous improvement.
If you have suggestions, feedback, or language rules to contribute — feel free to open an issue or PR.
Let’s make Copilot safer, one suggestion at a time. 🛠️
