Advanced Reasoning
About
Provides advanced reasoning capabilities through simulated algorithms including Monte Carlo Tree Search, Beam Search, and Hybrid Reasoning, delivering structured JSON responses with complete reasoning traces for complex problem-solving in software development.
Details
- Author
- azdeltaqq
- Repository
- AzDeltaQQ/Mcp-Reasoning-Server
- GitHub stars
- 7
- Downloads
- 528
- Categories
- Productivity, Developer Tools, Design, AI, Search, Project Management, Frontend, Infrastructure, Other
Jump to
- Monte Carlo Tree Search for complex problem‑solving.
- Beam Search to explore multiple reasoning paths.
- R1 Transformer for single‑step transformer‑based reasoning.
- Hybrid reasoning combining Transformer analysis with MCTS.
- Auto‑iteration: all multi‑step methods finish in one tool call.
- Command‑style syntax (/reason-mcts, /reason-beam, etc.) for easy chat integration.
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Advanced ReasoningCommand (node, npx, python, etc.)nodeArguments-
Argument 1
C:\Users\[Username]\path\to\mcp-reasoning-server\dist\index.js
Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
-
Argument 1
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
/reason-mcts
Start a MCTS-based reasoning chain with the provided query.
/reason-beam
Perform beam search-based reasoning with the given query.
/reason-r1
Execute single-step Transformer-based reasoning for the specified query.
/reason-hybrid
Combine Transformer and MCTS reasoning to address the provided query.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"advanced reasoning": {
"env": {},
"args": [
"C:\\Users\\[Username]\\path\\to\\mcp-reasoning-server\\dist\\index.js"
],
"shell": false,
"command": "node"
}
}
}Linux
{
"env": [],
"args": [
"C:\\Users\\[Username]\\path\\to\\mcp-reasoning-server\\dist\\index.js"
],
"shell": false,
"command": "node"
}Macos
{
"env": [],
"args": [
"C:\\Users\\[Username]\\path\\to\\mcp-reasoning-server\\dist\\index.js"
],
"shell": false,
"command": "node"
}Windows
{
"env": [],
"args": [
"/c",
"node",
"C:\\Users\\[Username]\\path\\to\\mcp-reasoning-server\\dist\\index.js"
],
"shell": false,
"command": "cmd"
}Notable Mentions :
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