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bellwether

Verified Safe

by dotsetlabs

Overview

Interviews MCP servers using LLMs to generate behavioral documentation, test suites, and detect API drift.

Installation

Run Command
bellwether test

Environment Variables

  • OPENAI_API_KEY
  • ANTHROPIC_API_KEY
  • OLLAMA_BASE_URL
  • BELLWETHER_SESSION_TOKEN
  • BELLWETHER_BASE_URL
  • BELLWETHER_TEAM_ID

Security Notes

The application uses `child_process` to execute external MCP servers and user-defined scripts (e.g., `--on-change` hook); users are responsible for ensuring these commands are safe. JSON and YAML parsing includes security limits to prevent parsing vulnerabilities. API keys are handled via environment variables or a secure keychain service. No direct `eval` of untrusted input is observed. The dynamic generation of test cases for tool inputs is confined to schema-compatible values, not arbitrary code execution.

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Stats

Interest Score0
Security Score8
Cost ClassMedium
Avg Tokens960
Stars0
Forks0
Last Update2026-01-19

Tags

API testingLLMDocumentationBehavioral analysisDrift detection