Dev Tools for Edge AI & Agents

Practical tools for developers building the next generation of AI systems.

Our Tools

Open source and production-ready. Built by developers, for developers.

SLMBench

Benchmarks

Edge AI benchmark suite. Test small language models on real edge hardware.

  • Standardized edge benchmarks
  • Hardware compatibility matrix
  • Open model weights

SecretSage

CLI

Terminal-based credential management. Secure storage, quick retrieval, and integration with your development workflow.

  • Encrypted local storage
  • Shell integration
  • Team sharing (optional)

MCPBodega

MCP

Collection of MCP servers for AI development. Connect Claude, GPT, and other models to external tools and services.

  • Pre-built server collection
  • npm packages
  • Custom server templates

CycleSum

Coming Soon

PDF summarization tool. Extract key information from documents using edge-optimized models.

  • Local processing
  • Structured output
  • Batch processing

Quick Start

Install SecretSage
# Install via npm
npm install -g @cyclecore/secretsage

# Initialize vault
secretsage init

# Store a secret
secretsage set OPENAI_KEY "sk-..."

# Use in scripts
export OPENAI_KEY=$(secretsage get OPENAI_KEY)
Install MCPBodega Server
# Install a specific MCP server
npm install @cyclecore/mcp-github

# Add to Claude config
{
  "mcpServers": {
    "github": {
      "command": "npx",
      "args": ["@cyclecore/mcp-github"]
    }
  }
}

Start Building

Tools for developers building with edge AI and agents.