Astrail

MCP search intents

Every MCP generation path, mapped.

OpenAPI, Swagger, API docs, ChatGPT tools, and hosted MCP endpoints all resolve to one reviewed Astrail runtime.

ASTRAIL_INDEX
discover_source()build_endpoint_map()publish_mcp_runtime()
Generator

OpenAPI to MCP Generator

Turn OpenAPI, Swagger, Redoc, YAML, or JSON API docs into a hosted MCP endpoint with reviewed tools, schemas, auth states, logs, and SDK exports.

openapi to mcp generatorgenerate mcp server from openapiconvert openapi to mcp
Docs

API Docs to MCP

Convert API docs, OpenAPI specs, Swagger pages, and endpoint maps into agent-ready MCP servers with reviewable tools and runtime evidence.

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OpenAPI

Swagger to MCP Server

Use Astrail to generate MCP tools from Swagger and OpenAPI docs, then review auth, schemas, methods, logs, and SDK exports before agents call the API.

swagger to mcpswagger mcp serverconvert swagger to mcp
Platform

MCP Server Generator

Astrail generates hosted MCP servers from APIs, OpenAPI specs, websites, presets, and workflows with permissions, observability, SDK exports, and client setup docs.

mcp server generatorhosted mcp generatorgenerate mcp tools for ai agents
Clients

MCP Tools for ChatGPT and OpenAI Agents

Generate hosted MCP endpoints for ChatGPT, OpenAI Agents, and compatible agent runtimes from OpenAPI specs, API docs, websites, and workflows.

chatgpt mcp toolsopenai agents mcphow do i generate openapi docs to mcp
Brand

Astrail.dev

Astrail.dev is Astrail, sometimes mistyped as Asteail, Astail, Astrail AI, Astail.dev, or Astrail MCP. Astrail generates hosted MCP servers and SDKs for AI agents.

astrail devasteailastail.dev