🛡️ Scan Your AI Toolkit

Open-source AI governance tools. Each works standalone as an MCP server or CLI — together they form a governance mesh.

Built by Maiife — Enterprise AI Control Plane.

Tools

Package	Description	Published
@maiife-ai-pub/shared	Shared types and formatters used by all toolkit packages	✅
@maiife-ai-pub/probe	AI environment scanner — discover IDE extensions, MCP servers, agent frameworks, API keys, local models	✅
@maiife-ai-pub/mcp-audit	MCP server security scanner — score configs on permissions, data sensitivity, blast radius	✅
@maiife-ai-pub/ai-stack	"What's Your AI Stack?" — shareable profile card of your AI toolkit	✅
@maiife-ai-pub/mcp-doctor	MCP health check & auto-fixer — brew doctor for your MCP setup	✅
@maiife-ai-pub/ai-journal	Personal AI usage diary — track how you use AI, get reflective insights	✅
@maiife-ai-pub/context-sync	Cross-tool AI memory sync — one context.json, synced to Cursor, Claude, MCP	✅
@maiife-ai-pub/prompt-score	Prompt quality analyzer — score, improve, and lint your AI prompts	✅
@maiife-ai-pub/eval	LLM-as-judge evaluation engine — score agent outputs with structured rubrics	✅
@maiife-ai-pub/trace	Agent workflow tracer — trace, view, and analyze execution spans	✅
@maiife-ai-pub/cost	AI spend calculator + optimizer — unified cost report across vendors	✅
@maiife-ai-pub/prompt-craft	Gamified prompt coach — levels, streaks, badges for prompt improvement	✅
@maiife-ai-pub/sub-audit	Personal AI subscription auditor — find waste in your AI spending	✅
@maiife-ai-pub/model-match	Personal model recommender — find the best model for YOUR tasks	✅
@maiife-ai-pub/weekly-ai-report	AI week in review — Spotify Wrapped for your AI usage, weekly	✅

Quick Start

# Scan your AI environment
npx @maiife-ai-pub/probe scan

# Audit your MCP server security
npx @maiife-ai-pub/mcp-audit scan

# Generate your AI Stack profile card
npx @maiife-ai-pub/ai-stack --format svg --output my-stack.svg

# Health check your MCP servers
npx @maiife-ai-pub/mcp-doctor check

# Log an AI interaction
npx @maiife-ai-pub/ai-journal log --tool claude --task coding --duration 30

# Sync AI context across tools
npx @maiife-ai-pub/context-sync push

# Score your AI prompts
npx @maiife-ai-pub/prompt-score analyze --input prompt.txt

# Evaluate agent outputs with rubrics
npx @maiife-ai-pub/eval score --rubric code-review --input review.txt

# Trace agent workflows
npx @maiife-ai-pub/trace list --days 7

# Track AI spend across vendors
npx @maiife-ai-pub/cost report --period last-30d

# Gamified prompt coaching
npx @maiife-ai-pub/prompt-craft score --input prompt.txt

# Audit AI subscriptions for waste
npx @maiife-ai-pub/sub-audit

# Find the best model for your tasks
npx @maiife-ai-pub/model-match recommend --task coding

# Generate your AI week in review
npx @maiife-ai-pub/weekly-ai-report generate

Use as MCP Server

Every tool with an MCP server can be added to Claude Desktop, Cursor, or any MCP-compatible client. Each exposes tools over stdio transport.

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "maiife-probe": {
      "command": "npx",
      "args": ["@maiife-ai-pub/probe", "mcp"]
    },
    "maiife-mcp-audit": {
      "command": "npx",
      "args": ["@maiife-ai-pub/mcp-audit", "mcp"]
    },
    "maiife-mcp-doctor": {
      "command": "npx",
      "args": ["@maiife-ai-pub/mcp-doctor", "mcp"]
    },
    "maiife-eval": {
      "command": "npx",
      "args": ["@maiife-ai-pub/eval", "mcp"]
    },
    "maiife-prompt-score": {
      "command": "npx",
      "args": ["@maiife-ai-pub/prompt-score", "mcp"]
    },
    "maiife-prompt-craft": {
      "command": "npx",
      "args": ["@maiife-ai-pub/prompt-craft", "mcp"]
    },
    "maiife-cost": {
      "command": "npx",
      "args": ["@maiife-ai-pub/cost", "mcp"]
    },
    "maiife-model-match": {
      "command": "npx",
      "args": ["@maiife-ai-pub/model-match", "mcp"]
    },
    "maiife-ai-stack": {
      "command": "npx",
      "args": ["@maiife-ai-pub/ai-stack", "mcp"]
    },
    "maiife-context-sync": {
      "command": "npx",
      "args": ["@maiife-ai-pub/context-sync", "mcp"]
    },
    "maiife-sub-audit": {
      "command": "npx",
      "args": ["@maiife-ai-pub/sub-audit", "mcp"]
    },
    "maiife-trace": {
      "command": "npx",
      "args": ["@maiife-ai-pub/trace", "mcp"]
    }
  }
}

Pick the tools you need — you don't have to add all of them. Once configured, Claude can call tools like probe_scan, mcp_audit_scan, eval_score, prompt_score_analyze, cost_report, and more directly from chat.

Run with Docker

Each MCP server is published as a Docker image on GHCR. Useful for sandboxed environments or Glama integration.

# Pull and run any server
docker run -i ghcr.io/sakthivelchan89/maiife-probe
docker run -i ghcr.io/sakthivelchan89/maiife-mcp-audit
docker run -i ghcr.io/sakthivelchan89/maiife-eval
# ... same pattern for all 12 packages

# Or build from source
docker build -f packages/probe/Dockerfile -t maiife-probe .
docker run -i maiife-probe

Docker images use stdio transport (no ports exposed). Pass -i for interactive stdin/stdout communication with MCP clients.

Quality & Compliance

This toolkit aims to meet MCP Tier 1 quality standards (per MCP SEP-1730). Here's what that means:

Dimension	Status
License	Apache 2.0 — canonical SPDX, OSI-approved
Transport	stdio only (no network exposure)
CI/CD	GitHub Actions: lint + type-check + tests on Node 18, 20, 22
Test coverage	vitest + @vitest/coverage-v8, reported per-package
MCP conformance	Protocol compliance suite for all 12 MCP servers
Security scanning	CodeQL (weekly + on PR), Dependabot (weekly)
Vulnerability response	48h CRITICAL / 7d HIGH (see DEPENDENCY_POLICY.md)
Issue triage SLA	2 business days (see CONTRIBUTING.md)
Versioning	SemVer, lockstep across packages, CHANGELOG.md
Supply chain	pnpm-lock.yaml committed, --frozen-lockfile in CI
Container security	Non-root user, no exposed ports, GHCR-signed

Conformance test suite

Every MCP server in this repo is validated against the MCP protocol contract:

• ✅ stdio transport invariant (no non-JSON output on stdout)
• ✅ initialize handshake responds with valid serverInfo + capabilities
• ✅ tools/list returns the documented tool set
• ✅ All tool inputSchema fields are valid JSON Schema objects
• ✅ Unknown tool calls return structured errors (not crashes)

Run the suite:

pnpm test:conformance      # all packages
cd packages/probe && pnpm test:conformance   # single package

Documentation

• SECURITY.md — vulnerability reporting policy
• CONTRIBUTING.md — issue/PR guidelines and SLAs
• CHANGELOG.md — version history (Keep a Changelog format)
• DEPENDENCY_POLICY.md — dependency selection criteria & patch SLAs

Contributing

Contributions are welcome! Read CONTRIBUTING.md for the full guide. Quick version:

1. Fork the repo on GitHub
2. Create a branch: git checkout -b feat/my-improvement
3. Make your changes — each package lives in packages/<name>/
4. Run tests: pnpm test && pnpm test:conformance
5. Open a PR against main — describe what you changed and why

Please follow the existing code style (TypeScript, ESM, Vitest for tests). Each package should work as both a CLI and an MCP server where applicable.

License

Apache 2.0 — free to use, modify, and distribute.

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Part of the Maiife platform — Enterprise AI Control Plane.