Kong/kong
Kong Gateway is a cloud-native, scalable API gateway that manages API, AI LLM, and Model Context Protocol (MCP) traffic with advanced security, observability, and extensibility features.
baryhuang/mcp-server-any-openapi
MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool addresses the problem of API specifications too large to put in front of a model. A substantial OpenAPI document describes hundreds of endpoints, far exceeding what fits in a context window or a sensible tool list. This server chunks the specification intelligently, embeds the chunks and indexes them with FAISS, then exposes two tools: one that takes a natural-language description and returns the schema of the matching endpoints, and one that executes an actual HTTP request against a chosen endpoint. The model therefore discovers the right endpoint by meaning rather than by reading the whole document, then calls it. Configuration is by environment variable: OPENAPI_JSON_DOCS_URL points at the specification, MCP_API_PREFIX namespaces the generated tool names so several instances can serve different APIs in one client, and GLOBAL_TOOL_PROMPT — which the README stresses as important — injects guidance describing what the API is for, which is what makes the model reach for it appropriately. It is Python, MIT licensed, distributed on Docker Hub, and the README candidly flags the image size as a problem at two to nearly four gigabytes because of the embedding models. The audience is people integrating large private APIs with an assistant.
https://github.com/baryhuang/mcp-server-any-openapi
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mcp-ecosystem/mcp-gateway
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