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GoLogin MCP

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by gologinapp

get_profile_fingerprint

Generate a random browser fingerprint for GoLogin profiles by specifying the OS type and workspace. Ensures unique and realistic browser configurations for automation tasks.

Instructions

Get a random fingerprint

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
currentWorkspaceYes
osYes
osSpecNo
templateNo

Implementation Reference

  • The core handler function for all dynamic tools, including 'get_profile_fingerprint'. It matches the tool name to the corresponding OpenAPI path (e.g., GET /profile/fingerprint via generated name logic), builds the request URL/path/query/body, and performs the HTTP fetch to the GoLogin API.
    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:47-71 (registration)
    Registers the dynamic list of tools by scanning the OpenAPI spec and generating tool definitions, including 'get_profile_fingerprint' from the GET /profile/fingerprint endpoint.
    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 };
    });
  • Dynamically generates the input schema for 'get_profile_fingerprint' (and all tools) based on the OpenAPI operation's parameters for path, query, and body.
    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;
    }
  • Helper to parse tool arguments into API call parameters (path, query, body) by matching toolName to OpenAPI path, used before calling the handler.
    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;
    }
  • Key matching logic in handler that identifies the OpenAPI endpoint for 'get_profile_fingerprint' by generating the tool name from paths and comparing.
    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;
    }
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It states the action ('Get a random fingerprint') but lacks behavioral details such as whether this is a read-only operation, if it requires authentication, rate limits, or what 'random' entails (e.g., selection criteria, distribution). The description is minimal and does not disclose key operational traits.

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 ('Get a random fingerprint')—a single, front-loaded sentence with zero wasted words. It efficiently states the core action, though this brevity contributes to gaps in other dimensions.

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 complexity (4 parameters, no annotations, no output schema), the description is incomplete. It does not explain what a fingerprint is, how parameters affect the result, or what the tool returns. For a tool with multiple inputs and no structured guidance, this minimal description is inadequate for effective use.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must compensate. It mentions 'random fingerprint' but does not explain any parameters (currentWorkspace, os, osSpec, template) or their roles in generating the fingerprint. With 4 parameters (2 required) and no parameter information in the description, it fails to add meaning beyond the schema, leaving parameters undocumented.

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

Purpose2/5

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

The description 'Get a random fingerprint' states a verb ('Get') and resource ('fingerprint'), but is vague about what a 'fingerprint' means in this context (e.g., browser fingerprint, user profile fingerprint). It distinguishes from siblings by specifying 'random', but lacks clarity on the resource's nature. This is borderline tautological as 'get' echoes the tool name's 'get_' prefix.

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?

No guidance is provided on when to use this tool versus alternatives. Sibling tools include various profile-related tools (e.g., get_profile_v2, get_profile__id_), but the description does not explain when to fetch a random fingerprint versus retrieving specific profiles or other data. Usage context is implied only by the tool name.

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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