MCP Advanced Reasoning Server

Implementation Reference

• src/tools/reasoning-wrapper.ts:125-159 (registration)

  Registers the "reason_r1" MCP tool on the server, including input schema and complete handler implementation.

  server.tool(
    "reason_r1",
    {
      query: 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 ReasoningError(`R1 reasoning command failed: ${error instanceof Error ? error.message : String(error)}`);
      }
    }
  );

• src/tools/reasoning-wrapper.ts:130-158 (handler)

  The handler function for "reason_r1" that generates a simulated structured R1 Transformer reasoning response based on the input query.

  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 ReasoningError(`R1 reasoning command failed: ${error instanceof Error ? error.message : String(error)}`);
    }
  }

• src/tools/reasoning-wrapper.ts:127-128 (schema)

  Zod input schema for the "reason_r1" tool, defining a single 'query' string parameter.

  {
    query: z.string().describe("The problem or task to reason about using R1 Transformer")

• src/index.ts:23-23 (registration)

  Top-level registration call to registerCommandWrappers, which includes the "reason_r1" tool.

  registerCommandWrappers(server);