juspay/juspay-mcp
Apr 2025 – Apr 2026
11 Months active
Languages Used
PythonTypeScriptJSONJinja
Technical Skills
API IntegrationAsyncioBackend DevelopmentConfiguration ManagementPydanticPython
nishant.katkade
PROFILE
Nishant.katkade
Over 11 months, contributed to the juspay-mcp repository by building and enhancing backend APIs, dashboard integrations, and developer tooling for payment orchestration. Delivered features such as new API endpoints, dashboard data integrations, and retrieval-augmented generation tools, while strengthening security with OAuth2, header-based authentication, and context-aware credential management. Applied Python, Pydantic, and Asyncio to implement robust data validation, asynchronous processing, and schema-driven development. Improved reliability through error handling, observability, and configuration management, and authored comprehensive API documentation to accelerate onboarding. The work emphasized maintainability, secure integrations, and operational visibility, supporting both merchant and admin workflows across evolving payment infrastructure.
Overall Statistics
Feature vs Bugs
83%Features
Repository Contributions
40Total
Bugs
4
Commits
40
Features
20
Lines of code
29,377
Activity Months11
Your Network
143 peopleSame Organization
@juspay.in129
Shared Repositories
14
Ankit JainMember
aravind.mallapureddyMember
ACreedMember
Harshpreet SinghMember
Harshpreet SinghMember
Madhan KMember
mohanMember
Mohd SahilMember
Mohd SahilMember
Work History
April 2026
1 Commits • 1 Features
Apr 1, 2026Month: 2026-04 — Key milestone achieved: UPI SDK Documentation and Developer Guide for juspay/juspay-mcp, delivering comprehensive API docs, usage examples, and configuration guidelines to accelerate merchant integrations and reduce support overhead. Delivered via PR #102 and commit a419039917c65e4fff2ef4d0ad60070f153e6fc6. No major bugs reported this month. Impact: faster onboarding, clearer integration path, and scalable docs for future MCP enhancements. Technologies/skills demonstrated: API documentation, markdown tooling, Git PR workflow, cross-functional collaboration.
1 Commits • 1 Features
Apr 1, 2026Month: 2026-04 — Key milestone achieved: UPI SDK Documentation and Developer Guide for juspay/juspay-mcp, delivering comprehensive API docs, usage examples, and configuration guidelines to accelerate merchant integrations and reduce support overhead. Delivered via PR #102 and commit a419039917c65e4fff2ef4d0ad60070f153e6fc6. No major bugs reported this month. Impact: faster onboarding, clearer integration path, and scalable docs for future MCP enhancements. Technologies/skills demonstrated: API documentation, markdown tooling, Git PR workflow, cross-functional collaboration.
April 2026
March 2026
3 Commits • 2 Features
Mar 1, 2026March 2026 (juspay/juspay-mcp) monthly summary: Delivered Admin Dashboard API to empower admin users to manage alerts, gateways, offers, and related resources with proper authorization checks. Standardized authentication headers across APIs to use web-login-token, replacing OAuth headers to improve consistency and security. Implemented focused commits around admin API support and header standardization, reducing integration complexity for dashboard tooling and strengthening access control.
March 2026
3 Commits • 2 Features
Mar 1, 2026March 2026 (juspay/juspay-mcp) monthly summary: Delivered Admin Dashboard API to empower admin users to manage alerts, gateways, offers, and related resources with proper authorization checks. Standardized authentication headers across APIs to use web-login-token, replacing OAuth headers to improve consistency and security. Implemented focused commits around admin API support and header standardization, reducing integration complexity for dashboard tooling and strengthening access control.
February 2026
2 Commits • 1 Features
Feb 1, 2026February 2026 — Focused on strengthening API security and enabling secure partner access for the Juspay MCP dashboard. Delivered OAuth2-based authentication for dashboard APIs, and tightened data security by removing logging of OAuth headers. These changes lay groundwork for secure integrations, reduce data exposure, and support scalable access control for customers.
2 Commits • 1 Features
Feb 1, 2026February 2026 — Focused on strengthening API security and enabling secure partner access for the Juspay MCP dashboard. Delivered OAuth2-based authentication for dashboard APIs, and tightened data security by removing logging of OAuth headers. These changes lay groundwork for secure integrations, reduce data exposure, and support scalable access control for customers.
February 2026
December 2025
2 Commits • 2 Features
Dec 1, 2025December 2025 monthly summary for juspay/juspay-mcp: Implemented HTTP Routing and Redirection Optimization and StreamableHTTP Session Lifecycle Management with enhanced logging; fixed trailing-slash redirection (#89) and improved request handling performance; overall impact: faster, more reliable HTTP processing and better observability.
December 2025
2 Commits • 2 Features
Dec 1, 2025December 2025 monthly summary for juspay/juspay-mcp: Implemented HTTP Routing and Redirection Optimization and StreamableHTTP Session Lifecycle Management with enhanced logging; fixed trailing-slash redirection (#89) and improved request handling performance; overall impact: faster, more reliable HTTP processing and better observability.
October 2025
2 Commits • 1 Features
Oct 1, 2025October 2025 monthly summary for juspay/juspay-mcp: Delivered targeted improvements to MCP tooling catalog, with a focus on richer descriptions and deprecation cleanup; this work enhances developer experience and reduces maintenance surface area.
2 Commits • 1 Features
Oct 1, 2025October 2025 monthly summary for juspay/juspay-mcp: Delivered targeted improvements to MCP tooling catalog, with a focus on richer descriptions and deprecation cleanup; this work enhances developer experience and reduces maintenance surface area.
October 2025
September 2025
7 Commits • 3 Features
Sep 1, 2025Delivered security hardening, robust credential management, and reliability improvements for the Juspay MCP gateway. Implemented header-based API authentication with dynamic credential handling, hardened logging to prevent sensitive data exposure, adopted ContextVars for thread-safe credential management, and enhanced observability and performance with longer timeouts and production defaults. These changes reduce credential exposure risk, improve reliability under higher load, and enhance traceability for operations and audits.
September 2025
7 Commits • 3 Features
Sep 1, 2025Delivered security hardening, robust credential management, and reliability improvements for the Juspay MCP gateway. Implemented header-based API authentication with dynamic credential handling, hardened logging to prevent sensitive data exposure, adopted ContextVars for thread-safe credential management, and enhanced observability and performance with longer timeouts and production defaults. These changes reduce credential exposure risk, improve reliability under higher load, and enhance traceability for operations and audits.
August 2025
2 Commits • 1 Features
Aug 1, 2025Month: 2025-08 — Developer performance summary for juspay-mcp. This month prioritized API hardening and feature expansion for outages, payment links, and autopay, with a focus on reliability, safer environments, and clearer context propagation across services. The work reduces production risk and improves support for critical payment workflows, enabling faster delivery and onboarding for downstream teams.
2 Commits • 1 Features
Aug 1, 2025Month: 2025-08 — Developer performance summary for juspay-mcp. This month prioritized API hardening and feature expansion for outages, payment links, and autopay, with a focus on reliability, safer environments, and clearer context propagation across services. The work reduces production risk and improves support for critical payment workflows, enabling faster delivery and onboarding for downstream teams.
August 2025
July 2025
4 Commits • 1 Features
Jul 1, 2025July 2025 performance summary for juspay/juspay-mcp: Delivered the RAG Tool Integration with a robust API client, authentication, payload handling, and Pydantic schemas for request/response; registered the tool in the system configuration; and updated documentation to clarify data sources and the tool’s purpose. This work enhances retrieval-augmented generation workflows, improves data provenance, and sets the stage for broader tool adoption across downstream services. No major bugs fixed this month; emphasis was on feature delivery, code quality, and maintainability through clear documentation. Impact: Enables faster, more accurate responses by leveraging external knowledge sources, improves traceability of data flows, and reduces onboarding friction for developers integrating RAG-based capabilities.
July 2025
4 Commits • 1 Features
Jul 1, 2025July 2025 performance summary for juspay/juspay-mcp: Delivered the RAG Tool Integration with a robust API client, authentication, payload handling, and Pydantic schemas for request/response; registered the tool in the system configuration; and updated documentation to clarify data sources and the tool’s purpose. This work enhances retrieval-augmented generation workflows, improves data provenance, and sets the stage for broader tool adoption across downstream services. No major bugs fixed this month; emphasis was on feature delivery, code quality, and maintainability through clear documentation. Impact: Enables faster, more accurate responses by leveraging external knowledge sources, improves traceability of data flows, and reduces onboarding friction for developers integrating RAG-based capabilities.
June 2025
3 Commits • 1 Features
Jun 1, 2025June 2025 performance summary for juspay/juspay-mcp: Delivered targeted API quality and reliability improvements focused on observability and API correctness. Implemented API Contract and Observability Enhancements and fixed an API method issue to ensure robust POST handling. This work improves data consistency, observability, dashboard reliability, and reduces downstream errors in payment orchestration.
3 Commits • 1 Features
Jun 1, 2025June 2025 performance summary for juspay/juspay-mcp: Delivered targeted API quality and reliability improvements focused on observability and API correctness. Implemented API Contract and Observability Enhancements and fixed an API method issue to ensure robust POST handling. This work improves data consistency, observability, dashboard reliability, and reduces downstream errors in payment orchestration.
June 2025
May 2025
9 Commits • 4 Features
May 1, 2025Month: 2025-05. This month focused on feature delivery and reliability improvements for the juspay-mcp repository. Key outcomes include comprehensive dashboard API response schemas, host validation improvements with token-based selection and configurable base URL, enhanced list_orders_v4 with refined filtering, centralized API schema, and API request tracing via a default x-source-id header. No major defects reported; surface area reduced by removing unused tool.
May 2025
9 Commits • 4 Features
May 1, 2025Month: 2025-05. This month focused on feature delivery and reliability improvements for the juspay-mcp repository. Key outcomes include comprehensive dashboard API response schemas, host validation improvements with token-based selection and configurable base URL, enhanced list_orders_v4 with refined filtering, centralized API schema, and API request tracing via a default x-source-id header. No major defects reported; surface area reduced by removing unused tool.
April 2025
5 Commits • 3 Features
Apr 1, 2025April 2025 (2025-04) — Juspay MCP (juspay-mcp) monthly summary highlighting key feature deliveries, bug fixes, impact, and technical achievements. Key achievements: - Delivered new API endpoints for Juspay MCP Feature Details and Gateway Management, with gateway operations refactored to use a common API call utility and host resolution for reliable integration. - Added Dashboard API Integrations for alerts, features, orders, payments, and surcharges, including new endpoint handlers and Pydantic models for robust request validation and broader data exposure. - Enhanced API interaction robustness by implementing token handling via environment variables, standardized headers, and dynamic inclusion of tenant ID and cookies; introduced a generalized call function and removed an unused get_gateway_downtime API. - Fixed Surcharge Rules Listing Module Reference to ensure list_surcharge_rules_juspay is invoked from the correct module, preserving expected behavior. Overall impact and business value: - Expanded dashboard data coverage and improved operational visibility for features, alerts, orders, and payments, enabling faster decision-making. - Improved reliability, security, and maintainability of API communications with standardized patterns and environment-driven tokens. - Reduced risk of misrouting and errors through precise module references and refactors. Technologies and skills demonstrated: - API design and endpoint development, refactoring for reusability, environment variable based token management, header standardization, dynamic tenant handling, and Pydantic-based data validation. - Emphasis on robustness, maintainability, and alignment with business data needs.
5 Commits • 3 Features
Apr 1, 2025April 2025 (2025-04) — Juspay MCP (juspay-mcp) monthly summary highlighting key feature deliveries, bug fixes, impact, and technical achievements. Key achievements: - Delivered new API endpoints for Juspay MCP Feature Details and Gateway Management, with gateway operations refactored to use a common API call utility and host resolution for reliable integration. - Added Dashboard API Integrations for alerts, features, orders, payments, and surcharges, including new endpoint handlers and Pydantic models for robust request validation and broader data exposure. - Enhanced API interaction robustness by implementing token handling via environment variables, standardized headers, and dynamic inclusion of tenant ID and cookies; introduced a generalized call function and removed an unused get_gateway_downtime API. - Fixed Surcharge Rules Listing Module Reference to ensure list_surcharge_rules_juspay is invoked from the correct module, preserving expected behavior. Overall impact and business value: - Expanded dashboard data coverage and improved operational visibility for features, alerts, orders, and payments, enabling faster decision-making. - Improved reliability, security, and maintainability of API communications with standardized patterns and environment-driven tokens. - Reduced risk of misrouting and errors through precise module references and refactors. Technologies and skills demonstrated: - API design and endpoint development, refactoring for reusability, environment variable based token management, header standardization, dynamic tenant handling, and Pydantic-based data validation. - Emphasis on robustness, maintainability, and alignment with business data needs.
April 2025
Activity
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Quality Metrics
Correctness89.0%
Maintainability87.8%
Architecture86.2%
Performance83.0%
AI Usage27.6%
Skills & Technologies
Programming Languages
JSONJinjaPythonTypeScript
Technical Skills
API DevelopmentAPI DocumentationAPI IntegrationAPI developmentAPI integrationASGIAsynchronous ProgrammingAsyncioAuthenticationAuthorization and AuthenticationBackend DevelopmentCode RefactoringConfiguration ManagementContext VariablesData Conversion
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline