How do I install the any openapi mcp server?

Use a recorded configuration for your client, replace example credential values and paths, and verify the documented runtime. Restart or reconnect the client, then inspect the available tools.

What credentials does it need?

It reads `OPENAPI_JSON_DOCS_URL`, `API_REQUEST_BASE_URL` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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Any Openapi MCP Server

Eventually I came down to this solution: - It uses in-memory semantic search to find relevant Api endpoints by natural language (such as list

Local serverstdioPython

What is the Any Openapi MCP Server?

Eventually I came down to this solution: - It uses in-memory semantic search to find relevant Api endpoints by natural language (such as list products) - It returns

What you get

🧠 Use remote openapi json file as source, no local file system access, no updating required for API changes
🔍 Semantic search using optimized MiniLM-L3 model (43MB vs original 90MB)
🚀 FastAPI-based server with async support
🧠 Endpoint based chunking OpenAPI specs (handles 100KB+ documents), no loss of endpoint context
⚡ In-memory FAISS vector search for instant endpoint discovery

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Any Openapi MCP Server

{
  "mcpServers": {
    "finance_openapi": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "OPENAPI_JSON_DOCS_URL=https://api.finance.com/openapi.json",
        "-e",
        "MCP_API_PREFIX=finance",
        "-e",
        "GLOBAL_TOOL_PROMPT='Access to insights apis for ACME Financial Services abc.com .'",
        "buryhuang/mcp-server-any-openapi:latest"
      ]
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Frequently asked questions

Eventually I came down to this solution: - It uses in-memory semantic search to find relevant Api endpoints by natural language (such as list products) - It returns Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.