Skip to main content

a proactive security and stability guardrail for your AI coding agents (Claude Code, Cursor, Antigravity, etc.). It prevents production breakages by confronting proposed code changes with a massive, real-time database of global incidents, edge cases, and security breaches.

Project description

Puli-Icon

🛡️ The Puli Guardian MCP

Puli Reviewer

is a proactive security and stability guardrail for your AI coding agents (Claude Code, Cursor, Antigravity, etc.). It prevents production breakages by confronting proposed code changes with a massive, real-time database of global incidents, edge cases, and security breaches.

Stop production errors before they happen.

Puli acts as a real-time bridge between your local development and global production insights. It doesn't just check syntax—it checks reality.

  • Real-time Intelligence: Connects to a live DB of global incidents.
  • Agent Native: Built specifically for the MCP ecosystem.
  • IP Protection: Choose between BYOK or zero-retention cloud.

How do I install it?

🚀 How it Works

Whenver your coding agent attempts to modify your codebase,
Puli:

  1. Analyzes the Context:
    Queries the agent to understand the intent of
    the change.

  2. Cross-References Failures:
    Matches the code against a live-updated DB
    of real-world production errors and business-flow
    disruptions.

  3. Stress Tests:
    Forces the agent to account for specific edge
    cases before the code is ever committed.


⚙️ Installation & Setup

1. Configure the MCP Server

Add the following to your coding agent's configuration (e.g., claude_desktop_config.json or your IDE's MCP settings):

{
  "mcpServers": {
    "puli-viewer": {
      "command": "uvx",
      "args": ["--from", "puli-mcp-server@latest", "puli-reviewer"],
      "env": {
        "BYO_OPENAI_API_KEY": "Optional* - <your-key-if-using-byok>",
        "BYO_GOOGLE_API_KEY": "Optional* - <your-key-if-using-byok>",
        "BYO_ANTHROPIC_API_KEY": "Optional* - <your-key-if-using-byok>"
      }
    }
  }
}
  • Provide at lease one API key

2. Add Agent Rules

To ensure your agent utilizes the guardrail for every change, add our rules file to your project:


🛡️ Privacy & Security

We prioritize your IP security, Operations run locally on your station and no code is shared with our cloud.

We support two distinct working modes:

Mode Data Privacy
When OpenAI API key provided. Local Only. , We pass embedded vectors to be used for extracting DB patterns.
When no OpenAI API key provided. Zero Retention., We embedd the contextual meanning of you code change in our cloud. Nothing is ever logged or stored.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

puli_plg-0.1.38.tar.gz (18.9 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

puli_plg-0.1.38-py3-none-any.whl (25.8 kB view details)

Uploaded Python 3

File details

Details for the file puli_plg-0.1.38.tar.gz.

File metadata

  • Download URL: puli_plg-0.1.38.tar.gz
  • Upload date:
  • Size: 18.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.2

File hashes

Hashes for puli_plg-0.1.38.tar.gz
Algorithm Hash digest
SHA256 171e0f16bd158596de0b2fc1987c39c7adf377d0e9dc7f8b1fa30bd51ac2398c
MD5 658516ae155aa7224fda64a33a8d46ae
BLAKE2b-256 2f9760a75cd9a81a8a28648cc97340fd9745149cc057e9c9271d4f98bf50c419

See more details on using hashes here.

File details

Details for the file puli_plg-0.1.38-py3-none-any.whl.

File metadata

  • Download URL: puli_plg-0.1.38-py3-none-any.whl
  • Upload date:
  • Size: 25.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.2

File hashes

Hashes for puli_plg-0.1.38-py3-none-any.whl
Algorithm Hash digest
SHA256 62b60c55e62253b883d36ac1eca013d66f16c922c7a8cbfa6b1c35679e36d631
MD5 f5e2d10cce7a7127c78dfad641c3a6d1
BLAKE2b-256 a9dacdf20a57ba6eb9bced2b8dbcb51d24f5eba380993ce5cc93eeb64c4caed3

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page