mcp-context-forgeMCP Server41/100 via “dynamic tool discovery and schema normalization across heterogeneous servers”
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.
Unique: Normalizes tool schemas from heterogeneous servers into a unified format by mapping server-specific parameter types to a canonical schema, enabling agents to reason about tools without understanding each server's conventions. Caches normalized schemas to avoid repeated discovery queries.
Provides centralized tool discovery that agents can query once instead of polling each server individually, reducing agent complexity and enabling efficient tool selection through a single discovery API. Schema normalization allows agents to work with tools from different servers using consistent parameter handling.