Product Updates

mcp-tef is an open-source tool evaluation system that lets you test tool descriptions before deployment, with real LLM testing, similarity detection, and quality analysis.

Aggregate multiple MCP servers into single endpoint with vMCP with integrated tool filtering, multi-system workflows, and centralized authentication.

MCP Optimizer uses smart tool selection to reduce token usage by 85%. Give your context window a break by loading relevant tools only when they’re needed.

Simplify your AI agent development with instant validation, detailed logging, and conversational server management. Supports multiple AI model providers.

Connect to remote MCP servers with native OAuth/OIDC support and dynamic client registration. Unified commands work for both local and remote servers.

Run MCP servers on Windows using ToolHive’s native desktop app. Install containerized servers in a few clicks, with automatic client configuration.