What is the key difference between Apisix MCP and Pt Edge?

Apisix MCP belongs to the Cloud Platforms category with local stdio execution, while Pt Edge belongs to the Cloud Platforms category with cloud HTTP/SSE execution.

How do I install Apisix MCP or Pt Edge 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 Apisix MCP and Pt Edge free or paid?

Apisix MCP operates under a Free / Open Source model (API Key required). Pt Edge operates under a BYOK (Pay Provider Direct) model (API Key required).

Which MCP server has more tools and community activity?

Apisix MCP lists 6 tools with 3 views and 38 GitHub stars. Pt Edge lists 6 tools with 2 views and 7 GitHub stars.

Can I use both Apisix MCP and Pt Edge 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

Apisix MCP vs Pt Edge

In-depth architectural comparison of the Apisix MCP and Pt Edge 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

Apisix MCP

Cloud Platforms · Local stdio

Quality: 43/100 (Fair) | Auth: API Key required

Pt Edge

Cloud Platforms · Remote HTTP/SSE

Quality: 51/100 (Good) | Auth: API Key required

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

Which MCP Server Should You Choose?

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: Manage routes, services, upstreams, and SSL certificates, Inspect and configure APISIX plugins, Manage consumers, credentials, secrets, and groups.

Explore Apisix MCP Details

Choose Pt Edge when:

You need dedicated capabilities in the Cloud Platforms domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
You have access to required keys: .

Feature & Specification Comparison

Specification	Apisix MCP api7 Cloud Platforms	Pt Edge grahamrowe82 Cloud Platforms
Summary	MCP Server that support for querying and managing all resource in Apache APISIX.	AI project intelligence MCP server. Tracks 300+ open-source AI projects across GitHub, PyPI, npm, HuggingFace, Docker Hub, and Hacker News. 47 MCP tools for discovery, comparison, trend analysis, and semantic search across AI repos, HuggingFace models/datasets, and public APIs.
Category & Scope	Cloud Platforms

Tools & Capabilities Breakdown

Apisix MCP Tools (6)

Manage routes, services, upstreams, and SSL certificates

Inspect and configure APISIX plugins

Manage consumers, credentials, secrets, and groups

Create protobuf definitions and stream routes

Send single or multiple gateway requests

Access APISIX through the Admin API

Pt Edge Tools (6)

Daily ingestion and scoring of 220,000+ AI projects

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).

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"
      }
    }
  }
}

Pt Edge Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "grahamrowe82-pt-edge": {
      "url": "https://mcp.phasetransitions.ai"
    }
  }
}

Frequently Asked Questions

Apisix MCP is categorized under Cloud Platforms and uses a local stdio subprocess. In contrast, Pt Edge belongs to Cloud Platforms using remote streaming HTTP/SSE transport. Select Apisix MCP when you need capabilities focused on cloud platforms and Pt Edge when you require tools for cloud platforms.

More alternatives to Apisix MCP More alternatives to Pt Edge Cloud Platforms category hub