MCP Self-Learning Server

Instructions

Implementation Reference

• mcp-self-learning-server.js:1222-1247 (handler)

  The core handler function for the 'import_knowledge' tool. It reads a JSON file from the 'source' path, parses the knowledge data, and either merges patterns into the learning engine (if merge=true) or replaces the existing patterns entirely. Returns success status and import stats.

  async handleImportKnowledge(args) {
    const { source, merge = true } = args;
    
    try {
      const content = await fs.readFile(source, 'utf-8');
      const knowledge = JSON.parse(content);
      
      if (merge) {
        await this.knowledgeSync.mergeKnowledge();
      } else {
        // Replace existing knowledge
        this.learningEngine.patterns.clear();
        for (const [key, pattern] of knowledge.patterns) {
          this.learningEngine.patterns.set(key, pattern);
        }
      }
      
      return {
        success: true,
        imported: knowledge.patterns.length,
        merged: merge
      };
    } catch (error) {
      throw new Error(`Failed to import knowledge: ${error.message}`);
    }
  }

• mcp-self-learning-server.js:1005-1016 (registration)

  MCP tool registration in the ListTools response, including the tool name, description, and input schema specifying 'source' (required string path to knowledge file) and optional 'merge' boolean.

  {
    name: 'import_knowledge',
    description: 'Import external knowledge',
    inputSchema: {
      type: 'object',
      properties: {
        source: { type: 'string' },
        merge: { type: 'boolean', default: true }
      },
      required: ['source']
    }
  },

• mcp-self-learning-server.js:1008-1015 (schema)

  Input schema definition for the import_knowledge tool, validating the arguments: required 'source' string and optional 'merge' boolean (defaults to true).

  inputSchema: {
    type: 'object',
    properties: {
      source: { type: 'string' },
      merge: { type: 'boolean', default: true }
    },
    required: ['source']
  }