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Retrieval-Augmented Thinking MCP Server

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MCP server for retrieval augmented thinking and problem solving

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Overview

Retrieval-Augmented Thinking MCP Server is an implementation of the Model Context Protocol (MCP) that enhances AI model capabilities through structured, retrieval-augmented thinking processes, enabling improved reasoning and problem-solving.

To use the server, install it via npm and run it either from the command line or programmatically by initializing the server and connecting it to a transport.

  • Adaptive Thought Chains for coherent reasoning flows - Iterative Hypothesis Generation with validation cycles - Context Coherence across non-linear reasoning paths - Dynamic Scope Adjustment for flexible exploration - Real-time Quality Assessment of thought processes - Branch Management for parallel exploration paths - Revision Tracking for recursive refinement cycles
  1. Enhancing AI reasoning capabilities in complex problem-solving scenarios.
  2. Supporting research and development in AI model training and evaluation.
  3. Facilitating dynamic exploration of hypotheses in scientific research.

Add to your AI client

Use these steps to connect Retrieval-Augmented Thinking MCP Server in Cursor, Claude, VS Code, and other MCP-compatible apps. The same JSON appears in the Use with menu above for one-click copy.

Cursor

Add this to your .cursor/mcp.json file in your project root, then restart Cursor.

.cursor/mcp.json

{
  "mcpServers": {
    "retrieval-augmented-thinking-stat-guy": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-retrieval-augmented-thinking-stat-guy"
      ]
    }
  }
}

Claude Desktop

Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

{
  "mcpServers": {
    "retrieval-augmented-thinking-stat-guy": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-retrieval-augmented-thinking-stat-guy"
      ]
    }
  }
}

Claude Code

Add this to your project's .mcp.json file. Claude Code will detect it automatically.

.mcp.json (project root)

{
  "mcpServers": {
    "retrieval-augmented-thinking-stat-guy": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-retrieval-augmented-thinking-stat-guy"
      ]
    }
  }
}

VS Code (Copilot)

Add this to your .vscode/mcp.json file. Requires the GitHub Copilot extension with MCP support enabled.

.vscode/mcp.json

{
  "servers": {
    "retrieval-augmented-thinking-stat-guy": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-retrieval-augmented-thinking-stat-guy"
      ]
    }
  }
}

Windsurf

Add this to your Windsurf MCP config file, then restart Windsurf.

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "retrieval-augmented-thinking-stat-guy": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-retrieval-augmented-thinking-stat-guy"
      ]
    }
  }
}

Cline

Open Cline settings, navigate to MCP Servers, and add this server configuration.

Cline MCP Settings (via UI)

{
  "mcpServers": {
    "retrieval-augmented-thinking-stat-guy": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-retrieval-augmented-thinking-stat-guy"
      ]
    }
  }
}

FAQ

What is the purpose of the Retrieval-Augmented Thinking MCP Server?

It enhances AI reasoning and problem-solving through structured thought processes.

How do I install the server?

You can install it using npm with the command: `npm install @modelcontextprotocol/server-retrieval-augmented-thinking`.

Can I contribute to the project?

Yes! Contributions are welcome, and you can submit pull requests after reading the contributing guidelines.7:["$","div",null,{"className":"container mx-auto flex flex-col gap-4","children":["$L26","$L27",["$","$L28",null,{"currentProject":{"id":2034,"uuid":"76ce7bf6-976a-4fd2-987d-2ff52b53b7fc","name":"retrieval-augmented-thinking","title":"Retrieval-Augmented Thinking MCP Server","description":"MCP server for retrieval augmented thinking and problem solving","avatar_url":"https://avatars.githubusercontent.com/u/11217678?v=4","created_at":"$D2025-03-05T07:59:56.242Z","updated_at":"$D2025-03-12T10:18:22.062Z","status":"created","author_name":"stat-guy","author_avatar_url":"https://avatars.githubusercontent.com/u/11217678?v=4","tags":"mathgpt,math-solver,math-assistant","category":"research-and-data","is_featured":false,"sort":1,"url":"https://github.com/stat-guy/retrieval-augmented-thinking","target":"_self","content":"$29","summary":"$2a","img_url":null,"type":null,"metadata":"{\"star\":\"0\",\"license\":\"MIT license\",\"language\":\"JavaScript\",\"is_official\":false,\"latest_commit_time\":\"2025-02-24 00:05:27\"}","user_uuid":null,"tools":null,"sse_url":null,"sse_provider":null,"sse_params":null,"is_official":false,"server_command":null,"server_params":null,"server_config":null,"allow_call":false,"is_innovation":false,"is_dxt":false,"dxt_manifest":null,"dxt_file_url":null,"is_audit":false},"randomProjects":[],"currentServerKey":"$undefined"}]]}]

Research and data
Retrieval-Augmented Thinking MCP Server — MCP Registry