What is the key difference between Sugra API and Apisix MCP?

Sugra API belongs to the Cloud Platforms category with local stdio execution, while Apisix MCP belongs to the Cloud Platforms category with local stdio execution.

How do I install Sugra API or Apisix MCP in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Sugra API and Apisix MCP free or paid?

Sugra API operates under a Free / Open Source model (No auth required). Apisix MCP operates under a Free / Open Source model (API Key required).

Which MCP server has more tools and community activity?

Sugra API lists 11 tools with 1 views and 2 GitHub stars. Apisix MCP lists 32 tools with 3 views and 38 GitHub stars.

Can I use both Sugra API and Apisix MCP together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Sugra API vs Apisix MCP

In-depth architectural comparison of the Sugra API and Apisix MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Sugra API

Cloud Platforms · Local stdio

Quality: 53/100 (Good) | Auth: No auth required

Apisix MCP

Cloud Platforms · Local stdio

Quality: 60/100 (Good) | Auth: API Key required

Verdict Summary: Choose Sugra API if you need specialized Cloud Platforms tools running via a local process. Choose Apisix MCP if your workspace requires Cloud Platforms integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Sugra API when:

You need dedicated capabilities in the Cloud Platforms domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: fetch_data, search_endpoints, describe_endpoint.

Explore Sugra API Details

Choose Apisix MCP when:

You need dedicated capabilities in the Cloud Platforms domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: APISIX_SERVER_HOST, APISIX_SERVER_PORT, APISIX_ADMIN_API_PORT, APISIX_ADMIN_API_PREFIX, APISIX_ADMIN_KEY.
Primary tools included: get_resource, delete_resource, send_request_to_gateway.

Feature & Specification Comparison

Specification	Sugra API Cloud Platforms	Apisix MCP api7 Cloud Platforms
Summary	Gateway between LLM agents and world data through eight tools and a bundled endpoint catalog.	MCP Server that support for querying and managing all resource in Apache APISIX.
Category & Scope	Cloud Platforms	Cloud Platforms

Tools & Capabilities Breakdown

Sugra API Tools (11)

fetch_data

One-step: find best endpoint for a natural-language query and call it. Combines search + call in one round trip.

search_endpoints

Search the bundled endpoint catalog. Runtime search does not fetch `/openapi.json`.

describe_endpoint

Inspect an endpoint by `operation_id`, including path, method, parameters, required inputs, `agent_hints`, and `request_body_schema` for JSON-body POST operations.

call_endpoint

Call a Sugra API operation by `operation_id`. Arbitrary path calls are no longer supported.

list_toolsets

List catalog groups with endpoint counts and descriptions.

list_sources

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Sugra API Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "sugra-api": {
      "command": "uvx",
      "args": [
        "sugra-api-mcp"
      ]
    }
  }
}

Apisix MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "api7-apisix-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "apisix-mcp"
      ],
      "env": {
        "APISIX_SERVER_HOST": "YOUR_APISIX_SERVER_HOST_HERE",
        "APISIX_SERVER_PORT": "YOUR_APISIX_SERVER_PORT_HERE",
        "APISIX_ADMIN_API_PORT": "YOUR_APISIX_ADMIN_API_PORT_HERE",
        "APISIX_ADMIN_API_PREFIX": "YOUR_APISIX_ADMIN_API_PREFIX_HERE",
        "APISIX_ADMIN_KEY": "YOUR_APISIX_ADMIN_KEY_HERE"
      }
    }
  }
}

Frequently Asked Questions

Sugra API is categorized under Cloud Platforms and uses a local stdio subprocess. In contrast, Apisix MCP belongs to Cloud Platforms using local stdio subprocess. Select Sugra API when you need capabilities focused on cloud platforms and Apisix MCP when you require tools for cloud platforms.

More alternatives to Sugra API More alternatives to Apisix MCP Cloud Platforms category hub Canonical compare URL