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GoLogin MCP

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by gologinapp

post_profile_clone_multi

Clone multiple browser profiles into a specified folder using the GoLogin MCP server. Simplify profile management by duplicating multiple IDs simultaneously.

Instructions

Clone multiple profiles

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
browsersIdsYesArray of browser IDs to clone.
folderNameNoFolder name to clone profiles to.

Implementation Reference

  • Dynamic handler that implements the 'post_profile_clone_multi' tool by matching the tool name to the corresponding OpenAPI POST /profile/clone/multi (or similar) endpoint, extracting parameters, building the request URL, and executing an HTTP POST request via fetch to the GoLogin API server.
    private async callDynamicTool(
      toolName: string,
      parameters: CallParameters = {},
      headers: Record<string, string> = {}
    ): Promise<CallToolResult> {
      console.log('parameters', parameters.body);
      if (!this.apiSpec || !this.apiSpec.paths) {
        throw new Error('API specification not loaded');
      }
    
      let targetPath = '';
      let targetMethod = '';
      let operation: OpenAPIV3.OperationObject | undefined;
    
      for (const [path, pathItem] of Object.entries(this.apiSpec.paths)) {
        if (!pathItem) continue;
    
        for (const [method, op] of Object.entries(pathItem)) {
          if (['get', 'post', 'put', 'delete', 'patch', 'head', 'options'].includes(method) && op) {
            const opObj = op as OpenAPIV3.OperationObject;
            const generatedToolName = `${method}${path.replace('browser', 'profile').replace(/[^a-zA-Z0-9]/g, '_')}`;
    
            if (generatedToolName === toolName) {
              targetPath = path;
              targetMethod = method.toUpperCase();
              operation = opObj;
              break;
            }
          }
        }
        if (operation) break;
      }
    
    
      if (!operation) {
        throw new Error(`Tool "${toolName}" not found`);
      }
    
      let url = `${this.baseUrl}${targetPath}`;
      const requestHeaders: Record<string, string> = { ...headers };
      let requestBody: string | undefined;
    
      requestHeaders['User-Agent'] = 'gologin-mcp';
      console.error('this.token', this.token);
      if (this.token) {
        requestHeaders['Authorization'] = `Bearer ${this.token}`;
      }
    
      if (parameters.path) {
        for (const [key, value] of Object.entries(parameters.path)) {
          url = url.replace(`{${key}}`, encodeURIComponent(value));
        }
      }
    
      const queryParams = new URLSearchParams();
      if (parameters.query) {
        for (const [key, value] of Object.entries(parameters.query)) {
          if (value) {
            queryParams.append(key, value);
          }
        }
      }
    
      if (queryParams.toString()) {
        url += `?${queryParams.toString()}`;
      }
      if (parameters.body && ['POST', 'PUT', 'PATCH', 'DELETE'].includes(targetMethod)) {
        requestHeaders['Content-Type'] = 'application/json';
        requestBody = JSON.stringify(parameters.body);
      }
      console.log('requestBody', requestBody);
      try {
        const fetchOptions: RequestInit = {
          method: targetMethod,
          headers: requestHeaders,
        };
        console.error('fetchOptions', fetchOptions);
        if (requestBody) {
          fetchOptions.body = requestBody;
        }
        const response = await fetch(url, fetchOptions);
    
        const responseHeaders: Record<string, string> = {};
        response.headers.forEach((value, key) => {
          responseHeaders[key] = value;
        });
    
        let responseBody: any;
        const contentType = response.headers.get('content-type') || '';
    
    
        if (contentType.includes('application/json')) {
          try {
            responseBody = await response.json();
          } catch {
            responseBody = await response.text();
          }
        } else {
          responseBody = await response.text();
        }
        return {
          content: [
            {
              type: 'text',
              text: `API Call Result:\n` +
                `URL: ${url}\n` +
                `Method: ${targetMethod}\n` +
                `Status: ${response.status} ${response.statusText}\n\n` +
                `Response Headers:\n${JSON.stringify(responseHeaders, null, 2)}\n\n` +
                `Response Body:\n${typeof responseBody === 'object' ? JSON.stringify(responseBody, null, 2) : responseBody}`,
            },
          ],
        };
      } catch (error) {
        throw new Error(`API call failed: ${error instanceof Error ? error.message : String(error)}`);
      }
    }
  • src/index.ts:47-72 (registration)
    Registers 'post_profile_clone_multi' dynamically in the MCP tools list by generating tool names from OpenAPI spec paths (key line 56 generates the exact name for /profile/clone/multi endpoints).
    this.server.setRequestHandler(ListToolsRequestSchema, async () => {
      const tools: Tool[] = [];
      if (this.apiSpec && this.apiSpec.paths) {
        for (const [path, pathItem] of Object.entries(this.apiSpec.paths)) {
          if (!pathItem) continue;
    
          for (const [method, operation] of Object.entries(pathItem)) {
            if (['get', 'post', 'put', 'delete', 'patch', 'head', 'options'].includes(method) && operation) {
              const op = operation as OpenAPIV3.OperationObject;
              const toolName = `${method}${path.replace('browser', 'profile').replace(/[^a-zA-Z0-9]/g, '_')}`;
    
              const inputSchema = this.buildInputSchema(op, path);
    
              tools.push({
                name: toolName,
                description: op.summary || op.description || `${method.toUpperCase()} ${path}`,
                inputSchema,
              });
            }
          }
        }
      }
    
      return { tools };
    });
  • Builds the input schema (JSON Schema) for the 'post_profile_clone_multi' tool based on the OpenAPI operation's parameters, path params from path pattern, query params, and requestBody.
    private buildInputSchema(operation: OpenAPIV3.OperationObject, path: string): any {
      const properties: any = {};
      const required: string[] = [];
    
      const pathParams = this.extractPathParameters(operation, path);
      const queryParams = this.extractQueryParameters(operation);
      const bodySchema = this.extractRequestBodySchema(operation);
    
      if (pathParams.properties && Object.keys(pathParams.properties).length > 0) {
        for (const [key, prop] of Object.entries(pathParams.properties)) {
          properties[key] = this.convertOpenAPISchemaToJsonSchema(prop as OpenAPIV3.SchemaObject | OpenAPIV3.ReferenceObject);
          if (pathParams.required.includes(key)) {
            required.push(key);
          }
        }
      }
    
      if (queryParams.properties && Object.keys(queryParams.properties).length > 0) {
        for (const [key, prop] of Object.entries(queryParams.properties)) {
          properties[key] = this.convertOpenAPISchemaToJsonSchema(prop as OpenAPIV3.SchemaObject | OpenAPIV3.ReferenceObject);
          if (queryParams.required.includes(key)) {
            required.push(key);
          }
        }
      }
    
      if (bodySchema && bodySchema.properties) {
        for (const [key, prop] of Object.entries(bodySchema.properties)) {
          properties[key] = this.convertOpenAPISchemaToJsonSchema(prop as OpenAPIV3.SchemaObject | OpenAPIV3.ReferenceObject);
          if (bodySchema.required && bodySchema.required.includes(key)) {
            required.push(key);
          }
        }
      }
    
      const schema: any = {
        type: 'object',
        properties,
      };
    
      if (required.length > 0) {
        schema.required = required;
      }
    
      return schema;
    }
  • src/index.ts:73-93 (registration)
    Registers the general call tool handler which dispatches to specific tool execution, including for 'post_profile_clone_multi'.
    this.server.setRequestHandler(CallToolRequestSchema, async (request: any): Promise<CallToolResult> => {
      const { name, arguments: args } = request.params;
    
      if (!args) {
        throw new Error('No arguments provided');
      }
      console.log('args', args);
      try {
        const parameters: CallParameters = this.extractParametersFromArgs(name, args);
        return await this.callDynamicTool(name, parameters, args.headers as Record<string, string> | undefined);
      } catch (error) {
        return {
          content: [
            {
              type: 'text',
              text: `Error: ${error instanceof Error ? error.message : String(error)}`,
            },
          ],
        };
      }
    });
  • Helper that parses tool arguments into path/query/body params by resolving the toolName 'post_profile_clone_multi' to the matching OpenAPI operation.
    private extractParametersFromArgs(toolName: string, args: Record<string, any>): CallParameters {
      if (!this.apiSpec || !this.apiSpec.paths) {
        return { body: args };
      }
    
      let operation: OpenAPIV3.OperationObject | undefined;
      let path = '';
    
      for (const [apiPath, pathItem] of Object.entries(this.apiSpec.paths)) {
        if (!pathItem) continue;
    
        for (const [method, op] of Object.entries(pathItem)) {
          if (['get', 'post', 'put', 'delete', 'patch', 'head', 'options'].includes(method) && op) {
            const opObj = op as OpenAPIV3.OperationObject;
            const generatedToolName = opObj.operationId || `${method}_${apiPath.replace(/[^a-zA-Z0-9]/g, '_')}`;
    
            if (generatedToolName === toolName) {
              operation = opObj;
              path = apiPath;
              break;
            }
          }
        }
        if (operation) break;
      }
    
      if (!operation) {
        return { body: args };
      }
    
      const pathParams: Record<string, string> = {};
      const queryParams: Record<string, string> = {};
      const bodyParams: any = {};
    
      const pathParamNames = path.match(/\{([^}]+)\}/g)?.map(p => p.slice(1, -1)) || [];
    
      if (operation.parameters) {
        operation.parameters.forEach(param => {
          if ('$ref' in param) return;
    
          const parameter = param as OpenAPIV3.ParameterObject;
          const paramName = parameter.name;
    
          if (parameter.in === 'path' && args[paramName] !== undefined) {
            pathParams[paramName] = String(args[paramName]);
          } else if (parameter.in === 'query' && args[paramName] !== undefined) {
            queryParams[paramName] = String(args[paramName]);
          }
        });
      }
    
      pathParamNames.forEach(paramName => {
        if (args[paramName] !== undefined && !pathParams[paramName]) {
          pathParams[paramName] = String(args[paramName]);
        }
      });
    
      const usedParams = new Set([...Object.keys(pathParams), ...Object.keys(queryParams)]);
      for (const [key, value] of Object.entries(args)) {
        if (!usedParams.has(key)) {
          bodyParams[key] = value;
        }
      }
    
      const parameters: CallParameters = {};
    
      if (Object.keys(pathParams).length > 0) {
        parameters.path = pathParams;
      }
    
      if (Object.keys(queryParams).length > 0) {
        parameters.query = queryParams;
      }
    
      if (Object.keys(bodyParams).length > 0) {
        parameters.body = bodyParams;
      }
    
      return parameters;
    }
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries full burden. 'Clone multiple profiles' implies a write operation (creation of copies), but it doesn't disclose behavioral traits like whether it's idempotent, what permissions are required, how errors are handled, or what the output looks like (e.g., new profile IDs). For a mutation tool with zero annotation coverage, this is a significant gap in transparency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise—just three words—with zero wasted language. It's front-loaded and to the point, though this brevity contributes to gaps in other dimensions. For conciseness alone, it's optimal.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (cloning multiple profiles, a mutation operation), lack of annotations, and no output schema, the description is incomplete. It doesn't cover behavior, output, error cases, or differentiation from siblings. For a tool that likely creates new resources, this minimal description leaves critical gaps for an AI agent.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, with clear documentation for both parameters (browsersIds and folderName). The description adds no meaning beyond the schema—it doesn't explain parameter interactions, constraints, or examples. Since the schema does the heavy lifting, the baseline score of 3 is appropriate, but no extra value is provided.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Clone multiple profiles' clearly states the action (clone) and resource (profiles), but it's vague about scope and mechanism. It doesn't specify what 'profiles' are (browser profiles?), what cloning entails (duplication with new IDs?), or how it differs from sibling tools like post_profile_quick or post_profile_custom. The purpose is understandable but lacks specificity.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives. With many sibling tools for profile operations (e.g., post_profile_quick, post_profile_custom, patch_profile_name_many), there's no indication of context, prerequisites, or trade-offs. The agent must infer usage from the name alone, which is insufficient.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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