io.github.javierfajardo85-rgb/aiaam (MAI-1 Registry MCP Server)
A lightweight MCP server that exposes a registry of AI tool contracts with live reliability scores. It aggregates over 100 verified contracts in a single call, enabling fast discovery and evaluation of tool reliability for AI agents within the Model Context Protocol ecosystem.
๐ ๏ธ Key Features
- Exposes MCP-compliant endpoints for tool discovery and context integration
- Regarded as a MAI-1 registry: 100+ verified AI tool contracts
- Live reliability scores returned in a single request
- Built with FastAPI for performance and simplicity
- Topics include ai-agents, llm-tools, mcp, and tool-discovery
- Supports MCP-server workflows and agent-tools integration
๐ Use Cases
- Retrieve a comprehensive list of verified tool contracts with current reliability
- Supply model-context with trusted tool contracts in MCP workflows
- Accelerate tool discovery for AI agents and tool orchestration
- Integrate with MCP-based tool discovery in multi-agent scenarios
โก Developer Benefits
- Clear MCP server data model (name, description, toolCount, topics)
- Single-call access to 100+ contracts and reliability scores
- Easy integration with FastAPI-based services
- Aligns with MCP and model-context protocol standards
โ ๏ธ Limitations
- Data reflects live registry at query time; scores may fluctuate with updates
- Descriptions and counts derived from available fields; may require source refresh for accuracy
- Limited to the provided tool contracts and topics listed in the source data