Gravitee API Management 4.12 lands with MCP server installer widgets for the Developer Portal, a token-bucket rate-limiting policy, Redis Cluster and Hazelcast rate-limit repositories, and end-to-end OpenTelemetry observability across Kafka-native APIs. Note the new Java 21 requirement.
A MCP Gateway is the centralized entry point for your MCP servers: aggregation, security, per-tool access control and observability.
A practical guide to defining MCP servers: number of tools, descriptions, parameter schemas, payloads, errors and LLM limits.
In a world increasingly driven by artificial intelligence (AI), the way systems and applications connect to external data determines the success of advanced solutions. Traditionally, APIs have acted as the bridges that allow applications to exchange information and perform programmatic actions between systems. However, when it comes to AI agents and language models, APIs alone […]
The rise of language models (LLMs) has led companies to rethink how to integrate them efficiently and with real impact into their processes. From internal co-pilots to document assistants, the question is no longer whether to integrate AI, but how to do it well. Integrating LLMs into business processes is not trivial. There are three […]