MCP Advanced Reasoning Server
by AzDeltaQQ
Verified
"use strict";
Object.defineProperty(exports, "__esModule", { value: true });
exports.registerCommandWrappers = registerCommandWrappers;
const zod_1 = require("zod");
const errors_1 = require("../utils/errors");
/**
* Register command wrapper tools for easier usage in Cursor AI
* @param server MCP server instance
*/
function registerCommandWrappers(server) {
// MCTS reasoning command wrapper with automatic iteration
server.tool("reason_mcts", {
query: zod_1.z.string().describe("The problem or task to reason about using MCTS")
}, async ({ query }) => {
try {
// Initialize first thought
const totalThoughts = 3;
let currentThought = `MCTS Reasoning (Step 1/${totalThoughts}): Initial analysis of the problem "${query}":\n\n` +
`First, let me understand what we're trying to solve here. ${query}\n\n` +
`[This would be the initial MCTS-based reasoning]`;
let thoughtNumber = 1;
let complete = false;
let allThoughts = [currentThought];
// Automatically iterate through all thoughts
while (!complete && thoughtNumber < totalThoughts) {
// Simulate next thought generation
thoughtNumber++;
const nextThought = `MCTS Reasoning (Step ${thoughtNumber}/${totalThoughts}): ` +
`Based on previous analysis "${currentThought.slice(0, 50)}...", ` +
`further exploration with 50 simulations suggests...\n\n` +
`[This would be the next step of MCTS-based reasoning for: ${query}]`;
allThoughts.push(nextThought);
currentThought = nextThought;
// Check if we've reached the final thought
if (thoughtNumber >= totalThoughts) {
complete = true;
}
}
// Final result with all thoughts
return {
content: [
{
type: "text",
text: JSON.stringify({
strategy: "mcts",
originalPrompt: query,
allThoughts: allThoughts,
thoughtNumber: thoughtNumber,
totalThoughts: totalThoughts,
complete: true
}, null, 2)
}
]
};
}
catch (error) {
throw new errors_1.ReasoningError(`MCTS reasoning command failed: ${error instanceof Error ? error.message : String(error)}`);
}
});
// Beam Search reasoning command wrapper with automatic iteration
server.tool("reason_beam", {
query: zod_1.z.string().describe("The problem or task to reason about using Beam Search")
}, async ({ query }) => {
try {
// Initialize first thought
const totalThoughts = 3;
let currentThought = `Beam Search Reasoning (Step 1/${totalThoughts}): Initial analysis of the problem "${query}":\n\n` +
`Let me explore multiple approaches to this problem. ${query}\n\n` +
`[This would be the initial Beam Search-based reasoning]`;
let thoughtNumber = 1;
let complete = false;
let allThoughts = [currentThought];
// Automatically iterate through all thoughts
while (!complete && thoughtNumber < totalThoughts) {
// Simulate next thought generation
thoughtNumber++;
const nextThought = `Beam Search Reasoning (Step ${thoughtNumber}/${totalThoughts}): ` +
`Considering 3 alternative paths from "${currentThought.slice(0, 50)}...", ` +
`the most promising direction is...\n\n` +
`[This would be the next step of Beam Search reasoning for: ${query}]`;
allThoughts.push(nextThought);
currentThought = nextThought;
// Check if we've reached the final thought
if (thoughtNumber >= totalThoughts) {
complete = true;
}
}
// Final result with all thoughts
return {
content: [
{
type: "text",
text: JSON.stringify({
strategy: "beam_search",
originalPrompt: query,
allThoughts: allThoughts,
thoughtNumber: thoughtNumber,
totalThoughts: totalThoughts,
complete: true
}, null, 2)
}
]
};
}
catch (error) {
throw new errors_1.ReasoningError(`Beam Search reasoning command failed: ${error instanceof Error ? error.message : String(error)}`);
}
});
// R1 reasoning command wrapper (already complete in one step)
server.tool("reason_r1", {
query: zod_1.z.string().describe("The problem or task to reason about using R1 Transformer")
}, async ({ query }) => {
try {
// Generate R1 reasoning response
const reasoning = `R1 Reasoning Analysis:\n\n` +
`For the problem: "${query}", my analysis is:\n\n` +
`1. Initial problem understanding: [Simulated R1 analysis]\n` +
`2. Key aspects to consider: [Simulated R1 analysis]\n` +
`3. Potential solutions: [Simulated R1 analysis]\n` +
`4. Recommended approach: [Simulated R1 analysis]\n` +
`5. Implementation considerations: [Simulated R1 analysis]\n\n` +
`[This would be actual R1 Transformer-based reasoning content]`;
return {
content: [
{
type: "text",
text: JSON.stringify({
strategy: "r1_transformer",
originalPrompt: query,
reasoning: reasoning,
complete: true
}, null, 2)
}
]
};
}
catch (error) {
throw new errors_1.ReasoningError(`R1 reasoning command failed: ${error instanceof Error ? error.message : String(error)}`);
}
});
// Hybrid reasoning command wrapper with automatic iteration
server.tool("reason_hybrid", {
query: zod_1.z.string().describe("The problem or task to reason about using Hybrid reasoning")
}, async ({ query }) => {
try {
// Initialize first thought
const totalThoughts = 3;
let currentThought = `Hybrid Reasoning (Step 1/${totalThoughts}): Initial analysis of the problem "${query}":\n\n` +
`Using a combination of transformer analysis and MCTS simulation to tackle this problem. ${query}\n\n` +
`[This would be the initial Hybrid Transformer+MCTS reasoning]`;
let thoughtNumber = 1;
let complete = false;
let allThoughts = [currentThought];
// Automatically iterate through all thoughts
while (!complete && thoughtNumber < totalThoughts) {
// Simulate next thought generation
thoughtNumber++;
const nextThought = `Hybrid Reasoning (Step ${thoughtNumber}/${totalThoughts}): ` +
`Combining transformer analysis with 50 MCTS simulations on "${currentThought.slice(0, 50)}...", ` +
`the enhanced analysis suggests...\n\n` +
`[This would be the next step of Hybrid reasoning for: ${query}]`;
allThoughts.push(nextThought);
currentThought = nextThought;
// Check if we've reached the final thought
if (thoughtNumber >= totalThoughts) {
complete = true;
}
}
// Final result with all thoughts
return {
content: [
{
type: "text",
text: JSON.stringify({
strategy: "hybrid_transformer_mcts",
originalPrompt: query,
allThoughts: allThoughts,
thoughtNumber: thoughtNumber,
totalThoughts: totalThoughts,
complete: true
}, null, 2)
}
]
};
}
catch (error) {
throw new errors_1.ReasoningError(`Hybrid reasoning command failed: ${error instanceof Error ? error.message : String(error)}`);
}
});
}