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AfluidityAlgorithm Atlas
Model Context Protocol (MCP)JSON-RPC 2.0 + REST1,004 Algorithms · 20 Categories

Agent & MCP Integration

Connect coding agents (Claude Code, Cursor, Windsurf, Antigravity) directly to the Algorithm Atlas knowledge graph and empirical benchmark engine via a hosted read-only MCP endpoint—keeping the full dataset server-side while giving your agent instant algorithmic reasoning tools.

Hosted Read-Only MCP Endpoint

https://afluidity.com/algorithm-atlas/api/mcp.php

Accepts standard MCP JSON-RPC 2.0 POST requests (initialize, tools/list, tools/call) as well as REST GET ?tool=... queries.

Inspect Live Endpoint Schema ↗Live Benchmark Workbench →

1-Click Agent Configuration

Copy the configuration snippet for your AI coding assistant or terminal workflow.

{
  "mcpServers": {
    "algorithm-atlas": {
      "url": "https://afluidity.com/algorithm-atlas/api/mcp.php"
    }
  }
}

Live JSON-RPC 2.0 Sandbox

Test MCP Tools Directly in Browser

Select one of the 5 MCP tools, customize its JSON arguments, and dispatch a live tools/call request to the server.

Server Response Payload
// Click "▶ Execute MCP Tool Call" to query the live server endpoint...