mcp-getgather/mcp-getgather
Jul 2025 – Oct 2025
4 Months active
Languages Used
YAMLHTMLJavaScriptMarkdownPythonShell
Technical Skills
API IntegrationConfiguration ManagementData IntegrationWeb ScrapingAPI DevelopmentBackend Development
Kiran Prasad
PROFILE
Kiran Prasad
Kiran developed and enhanced multi-brand integration features for the mcp-getgather/mcp-getgather repository, focusing on scalable onboarding and robust data retrieval across e-commerce and service platforms. Leveraging Python, browser automation, and API integration, Kiran implemented configuration-driven workflows, centralized resource blocking, and modular startup lifecycles to streamline authentication, session management, and cross-market data extraction. The work included calendar integrations, improved logging, and deployment security via Google Cloud Platform and GitHub Actions. By addressing system reliability, privacy, and automation stability, Kiran delivered solutions that reduced operational risk, improved performance, and enabled efficient expansion to new brands and marketplaces within a short timeframe.
Overall Statistics
Feature vs Bugs
93%Features
Repository Contributions
23Total
Bugs
1
Commits
23
Features
14
Lines of code
5,570
Activity Months4
Your Network
7 peopleSame Organization
@getgather.com1
Work History
October 2025
9 Commits • 5 Features
Oct 1, 2025October 2025 monthly performance summary for mcp-getgather/mcp-getgather. Delivered notable features enhancing privacy, UX, reliability, and deployment security, with strong business impact: improved page load performance via a centralized resource blocking system; streamlined authentication with simplified Amazon sign-in MFA; increased distillation stability with improved observability and test reliability; added pagination for Amazon MCP purchase history; and hardened deployments through Secret Manager integration and automated GCP setup.
9 Commits • 5 Features
Oct 1, 2025October 2025 monthly performance summary for mcp-getgather/mcp-getgather. Delivered notable features enhancing privacy, UX, reliability, and deployment security, with strong business impact: improved page load performance via a centralized resource blocking system; streamlined authentication with simplified Amazon sign-in MFA; increased distillation stability with improved observability and test reliability; added pagination for Amazon MCP purchase history; and hardened deployments through Secret Manager integration and automated GCP setup.
October 2025
September 2025
2 Commits
Sep 1, 2025September 2025 (2025-09) monthly summary for the mcp-getgather/mcp-getgather project. Delivered Linux Graphical Environment Robustness to stabilize headless GUI workflows by guarding browser launches with a DISPLAY check and hardening Xvfb initialization with xauth for secure display access. Implemented readiness checks to ensure GUI components are prepared before use, reducing flaky behavior in CI and automation.
September 2025
2 Commits
Sep 1, 2025September 2025 (2025-09) monthly summary for the mcp-getgather/mcp-getgather project. Delivered Linux Graphical Environment Robustness to stabilize headless GUI workflows by guarding browser launches with a DISPLAY check and hardening Xvfb initialization with xauth for secure display access. Implemented readiness checks to ensure GUI components are prepared before use, reducing flaky behavior in CI and automation.
August 2025
10 Commits • 8 Features
Aug 1, 2025Month: 2025-08 — Concise monthly summary of developer work focusing on key business-value deliverables, stability, and technical excellence. Key features delivered: - MCP Platform Integrations and Lifecycle Improvements: Adds Merchant Category Page integrations across Alltrails, Amain, Amazon, CNN, Shopee, and Tokopedia, and introduces a factory-based MCP startup lifecycle for reuse and efficiency. Commits: 81a93610a9ceab6433365180ae2d3df8d42ffff7; 11d8d78e4c657ad99296c6f6b2f8733f3cf7ecf8. - Public Access for EBIRD Tool: Enables unauthenticated browsing for EBIRD with new public browser profile handling. Commit: 742160e35a6ede08246bdc46d5f136adfbdc3938. - Robust Browser Session Management and Resource Blocking: Enhances browser session management across brands using BrowserProfile and browser_session contexts, and adds a configurable resource-blocking option to improve performance. Commits: 7b07b8e2b4aa1ad1152205a20737d4ca36abc24b; 5c36a05c08e4bf98965d8da1d4d7afc212fd2376. - Calendar Features: ICS/Google Calendar Integration and MCP Registration: Implements calendar event creation with ICS and Google Calendar links, timezone-aware parsing, reminders, and registers the calendar MCP for use. Commits: 9a66c86d3958090336ad23de8467d6b79f08e57e; 6f87dd162bf182098c0147ee14c35db78f5374c0. - Amazon Login Flexibility: Allows login using either email or phone number; updates prompts and errors accordingly. Commit: 89ddfb52fea8f6a94f317b5d6b0e612e90af7e7b. - Quickstart and GetGather Documentation Update: Adds a Quickstart section to README and reorganizes onboarding for GetGather users. Commit: 55e262428260706578029347eb1f1b94d25ec7f8. - Logging Enhancements: Improves logging for hosted link creation and status retrieval, including request details and improved base URL handling with proxy headers. Commit: baa981cafc5388c7e36d6caad1a6599812d5a250. Major bugs fixed / stability improvements: - Stabilized cross-brand browser sessions and improved performance via BrowserProfile and browser_session contexts, with a new resource-blocking toggle to reduce unnecessary resource loading. Commits: 7b07b8e2b4aa1ad1152205a20737d4ca36abc24b; 5c36a05c08e4bf98965d8da1d4d7afc212fd2376. - Resolved unauthenticated browsing constraints by enabling public EBIRD access. Commit: 742160e35a6ede08246bdc46d5f136adfbdc3938. - Enhanced observability and diagnostics through improved hosted link logging and base URL handling. Commit: baa981cafc5388c7e36d6caad1a6599812d5a250. Overall impact and accomplishments: - Expanded cross-market reach and modular platform capabilities, enabling faster onboarding and deployment for partner marketplaces with reusable startup lifecycles. Improved reliability and performance across browser automation, calendar workflows, and logging, delivering measurable time-to-value and reduced operational risk. Technologies and skills demonstrated: - Browser automation and session management (BrowserProfile, browser_session); resource blocking for performance. - Calendar integrations (ICS, Google Calendar) with timezone-aware handling. - Public access and authentication flow enhancements (EBIRD, Amazon login improvements). - Observability and logging enhancements (proxy headers, hosted link logs). - Documentation and onboarding improvements (README quickstart). - Cross-market integrations and modular architecture for scalable MCP deployments.
10 Commits • 8 Features
Aug 1, 2025Month: 2025-08 — Concise monthly summary of developer work focusing on key business-value deliverables, stability, and technical excellence. Key features delivered: - MCP Platform Integrations and Lifecycle Improvements: Adds Merchant Category Page integrations across Alltrails, Amain, Amazon, CNN, Shopee, and Tokopedia, and introduces a factory-based MCP startup lifecycle for reuse and efficiency. Commits: 81a93610a9ceab6433365180ae2d3df8d42ffff7; 11d8d78e4c657ad99296c6f6b2f8733f3cf7ecf8. - Public Access for EBIRD Tool: Enables unauthenticated browsing for EBIRD with new public browser profile handling. Commit: 742160e35a6ede08246bdc46d5f136adfbdc3938. - Robust Browser Session Management and Resource Blocking: Enhances browser session management across brands using BrowserProfile and browser_session contexts, and adds a configurable resource-blocking option to improve performance. Commits: 7b07b8e2b4aa1ad1152205a20737d4ca36abc24b; 5c36a05c08e4bf98965d8da1d4d7afc212fd2376. - Calendar Features: ICS/Google Calendar Integration and MCP Registration: Implements calendar event creation with ICS and Google Calendar links, timezone-aware parsing, reminders, and registers the calendar MCP for use. Commits: 9a66c86d3958090336ad23de8467d6b79f08e57e; 6f87dd162bf182098c0147ee14c35db78f5374c0. - Amazon Login Flexibility: Allows login using either email or phone number; updates prompts and errors accordingly. Commit: 89ddfb52fea8f6a94f317b5d6b0e612e90af7e7b. - Quickstart and GetGather Documentation Update: Adds a Quickstart section to README and reorganizes onboarding for GetGather users. Commit: 55e262428260706578029347eb1f1b94d25ec7f8. - Logging Enhancements: Improves logging for hosted link creation and status retrieval, including request details and improved base URL handling with proxy headers. Commit: baa981cafc5388c7e36d6caad1a6599812d5a250. Major bugs fixed / stability improvements: - Stabilized cross-brand browser sessions and improved performance via BrowserProfile and browser_session contexts, with a new resource-blocking toggle to reduce unnecessary resource loading. Commits: 7b07b8e2b4aa1ad1152205a20737d4ca36abc24b; 5c36a05c08e4bf98965d8da1d4d7afc212fd2376. - Resolved unauthenticated browsing constraints by enabling public EBIRD access. Commit: 742160e35a6ede08246bdc46d5f136adfbdc3938. - Enhanced observability and diagnostics through improved hosted link logging and base URL handling. Commit: baa981cafc5388c7e36d6caad1a6599812d5a250. Overall impact and accomplishments: - Expanded cross-market reach and modular platform capabilities, enabling faster onboarding and deployment for partner marketplaces with reusable startup lifecycles. Improved reliability and performance across browser automation, calendar workflows, and logging, delivering measurable time-to-value and reduced operational risk. Technologies and skills demonstrated: - Browser automation and session management (BrowserProfile, browser_session); resource blocking for performance. - Calendar integrations (ICS, Google Calendar) with timezone-aware handling. - Public access and authentication flow enhancements (EBIRD, Amazon login improvements). - Observability and logging enhancements (proxy headers, hosted link logs). - Documentation and onboarding improvements (README quickstart). - Cross-market integrations and modular architecture for scalable MCP deployments.
August 2025
July 2025
2 Commits • 1 Features
Jul 1, 2025July 2025 — Delivered the Multi-brand Platform Integrations Configuration feature for mcp-getgather/mcp-getgather. This work adds configuration files and setup to enable integration with multiple brands/platforms (Amazon, American Airlines, and others), including authentication steps, navigation flows, and data extraction parameters to support cross-brand data retrieval across e-commerce and service platforms. The implementation uses a configuration-driven approach to simplify onboarding of new brands and support scalable data collection, enabling faster onboarding and broader data visibility across brands.
July 2025
2 Commits • 1 Features
Jul 1, 2025July 2025 — Delivered the Multi-brand Platform Integrations Configuration feature for mcp-getgather/mcp-getgather. This work adds configuration files and setup to enable integration with multiple brands/platforms (Amazon, American Airlines, and others), including authentication steps, navigation flows, and data extraction parameters to support cross-brand data retrieval across e-commerce and service platforms. The implementation uses a configuration-driven approach to simplify onboarding of new brands and support scalable data collection, enabling faster onboarding and broader data visibility across brands.
Activity
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Quality Metrics
Correctness85.2%
Maintainability87.8%
Architecture83.4%
Performance78.8%
AI Usage20.8%
Skills & Technologies
Programming Languages
HTMLJavaScriptMarkdownPythonShellYAML
Technical Skills
API DevelopmentAPI IntegrationAsynchronous ProgrammingBackend DevelopmentBrowser AutomationCI/CDCalendar IntegrationCloud InfrastructureConcurrency ControlConfiguration ManagementData ExtractionData IntegrationDebuggingDevOpsDocumentation
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