|
1 |
| -{"type":"entity","name":"default_user","entityType":"user","observations":["User is exploring logging implementations in sonarqube-mcp-server codebase","User is analyzing test files for SonarQube code quality issues in the sonarqube-mcp-server project","User is analyzing test file for SonarQube issues in sonarqube-mcp-server project","User requested comprehensive analysis of http-external-idp.test.ts file","User is analyzing jwks-client.test.ts file for SonarQube code quality issues","Successfully implemented external IdP integration for sonarqube-mcp-server (GitHub issue #180)","Follows strict code quality standards - requires all SonarQube issues to be resolved before merging","Values high test coverage (achieved 88.75% coverage for external IdP feature)","Reprimanded me for using git commit --no-verify when tests were failing","Prefers to let build process handle certain issues rather than manual intervention","Uses concise communication style - often provides specific file locations and line numbers","Works on features requiring OAuth 2.0/OIDC knowledge and implementation","Values clean code practices including proper type usage, avoiding mutations, and reducing cognitive complexity","User is investigating OAuth implementation for issue #180 in sonarqube-mcp-server","Looking for OAuth metadata endpoints and built-in auth server implementation","Working on implementing built-in authorization server for sonarqube-mcp-server (GitHub issue #181)","Built-in auth server needs to integrate with existing OAuth infrastructure including TokenValidator, ServiceAccountMapper, and ExternalIdPManager","Requested implementation of built-in authorization server for sonarqube-mcp-server (GitHub issue #181, PR #203)","Requires thorough review of PR comments and SonarQube issues before considering code complete","Values performance optimization - specifically concerned about O(n) operations that should be O(1)","Expects all inline PR comments from code reviewers (Copilot) to be addressed","Tracks code duplication percentage closely - eliminated 1.1% duplication to achieve 0%","Successfully implemented OAuth 2.0 authorization server with PKCE support","Implemented dynamic client registration, user management, and API key generation features","Searching for monitoring patterns in sonarqube-mcp-server codebase for observability analysis","Successfully updated dependencies for sonarqube-mcp-server project","Used systematic approach with todo list tracking for dependency updates","All CI/CD checks passed for dependency update PR #218","Merged dependency update PR #218 and cleaned up branches","Prefers systematic branch cleanup after PR merges","Requested implementation of comprehensive documentation and deployment artifacts for sonarqube-mcp-server (GitHub issue #183)","Successfully completed PR #208 with all documentation guides and deployment artifacts","Successfully updated README.md for sonarqube-mcp-server with better content organization and clearer documentation structure","Reorganized experimental features into a dedicated section with clear explanations","Updated all Docker image version references from 1.3.2 to 1.6.0 to match current version","Added comprehensive documentation links including previously missing guides","Improved README flow with table of contents and better organization"]} |
| 1 | +{"type":"entity","name":"default_user","entityType":"user","observations":["User is exploring logging implementations in sonarqube-mcp-server codebase","User is analyzing test files for SonarQube code quality issues in the sonarqube-mcp-server project","User is analyzing test file for SonarQube issues in sonarqube-mcp-server project","User requested comprehensive analysis of http-external-idp.test.ts file","User is analyzing jwks-client.test.ts file for SonarQube code quality issues","Successfully implemented external IdP integration for sonarqube-mcp-server (GitHub issue #180)","Follows strict code quality standards - requires all SonarQube issues to be resolved before merging","Values high test coverage (achieved 88.75% coverage for external IdP feature)","Reprimanded me for using git commit --no-verify when tests were failing","Prefers to let build process handle certain issues rather than manual intervention","Uses concise communication style - often provides specific file locations and line numbers","Works on features requiring OAuth 2.0/OIDC knowledge and implementation","Values clean code practices including proper type usage, avoiding mutations, and reducing cognitive complexity","User is investigating OAuth implementation for issue #180 in sonarqube-mcp-server","Looking for OAuth metadata endpoints and built-in auth server implementation","Working on implementing built-in authorization server for sonarqube-mcp-server (GitHub issue #181)","Built-in auth server needs to integrate with existing OAuth infrastructure including TokenValidator, ServiceAccountMapper, and ExternalIdPManager","Requested implementation of built-in authorization server for sonarqube-mcp-server (GitHub issue #181, PR #203)","Requires thorough review of PR comments and SonarQube issues before considering code complete","Values performance optimization - specifically concerned about O(n) operations that should be O(1)","Expects all inline PR comments from code reviewers (Copilot) to be addressed","Tracks code duplication percentage closely - eliminated 1.1% duplication to achieve 0%","Successfully implemented OAuth 2.0 authorization server with PKCE support","Implemented dynamic client registration, user management, and API key generation features","Searching for monitoring patterns in sonarqube-mcp-server codebase for observability analysis","Successfully updated dependencies for sonarqube-mcp-server project","Used systematic approach with todo list tracking for dependency updates","All CI/CD checks passed for dependency update PR #218","Merged dependency update PR #218 and cleaned up branches","Prefers systematic branch cleanup after PR merges","Requested implementation of comprehensive documentation and deployment artifacts for sonarqube-mcp-server (GitHub issue #183)","Successfully completed PR #208 with all documentation guides and deployment artifacts","Successfully updated README.md for sonarqube-mcp-server with better content organization and clearer documentation structure","Reorganized experimental features into a dedicated section with clear explanations","Updated all Docker image version references from 1.3.2 to 1.6.0 to match current version","Added comprehensive documentation links including previously missing guides","Improved README flow with table of contents and better organization","Requested removal of Kubernetes and Helm infrastructure","Successfully removed 50 K8s/Helm/Terraform files (4,495 lines)","Continuing Phase 3: Update documentation for stdio-only approach"]} |
2 | 2 | {"type":"entity","name":"sonarqube-mcp-server","entityType":"project","observations":["SonarQube MCP Server is a Model Context Protocol server for integrating SonarQube with AI assistants","Built with Node.js and TypeScript for type safety and modern tooling","Uses @modelcontextprotocol/sdk as the foundation for MCP implementation","Provides comprehensive SonarQube functionality through MCP tools","Supports multiple authentication methods (token, basic auth, system passcode)","Uses environment variables exclusively for configuration","Implements file-based logging to avoid STDIO conflicts with MCP protocol","Supports multiple transport mechanisms (STDIO, HTTP) through abstracted architecture","Includes comprehensive audit logging system for enterprise compliance","Has Docker containerization support for easy deployment","Version 1.9.0 includes comprehensive documentation suite (architecture, deployment, security, IdP integration, API reference, troubleshooting, performance)","Now provides enterprise-ready deployment options with Docker health checks, Kubernetes manifests, Helm chart, and Terraform modules","Documentation follows enterprise standards with Mermaid diagrams, code examples, and detailed configuration guides"]}
|
3 | 3 | {"type":"entity","name":"mcp-architecture","entityType":"architecture-pattern","observations":["Model Context Protocol (MCP) provides standardized integration between AI assistants and external tools","MCP servers expose tools that AI clients can discover and use","Uses JSON-RPC for communication between clients and servers","Supports multiple transport mechanisms (STDIO, HTTP, WebSocket)","Each SonarQube operation is exposed as a separate MCP tool for discoverability","Tools are registered with metadata about purpose, parameters, and schemas","MCP SDK provides TypeScript support for type-safe tool definitions"]}
|
4 | 4 | {"type":"entity","name":"domain-driven-architecture","entityType":"architecture-pattern","observations":["SonarQube functionality organized into domain classes for separation of concerns","Domains include: Projects, Issues, Metrics, Measures, Quality Gates, Hotspots, Source Code, System","Each domain encapsulates all API methods related to its specific area","Domains can evolve independently without affecting others","Main SonarQubeClient acts as facade providing access to all domains","Improves maintainability, discoverability, and testability"]}
|
|
25 | 25 | {"type":"entity","name":"Code Quality Improvement Process","entityType":"process","observations":["Extract common code patterns to reduce duplication","Use deterministic hashing (SHA-256) for lookups instead of bcrypt when salt would cause issues","Implement hash-based indexes for O(1) performance instead of O(n) scanning","Apply readonly modifiers to class members that should not be reassigned","Use optional chaining (?.) for cleaner null checks","Address all SonarQube issues before considering PR complete","Review and fix all inline PR comments from automated reviewers (Copilot)","Run full CI suite (pnpm run ci) before committing changes","Test coverage should remain high (>80%) when adding new features"]}
|
26 | 26 | {"type":"entity","name":"k8s-deployment-patterns","entityType":"concept","observations":["Most production deployments use Helm or GitOps tools","Deploy scripts are anti-pattern for production","Teams have existing CI/CD pipelines","Kustomize is good for simple overlays","Keep it simple and declarative"]}
|
27 | 27 | {"type":"entity","name":"PR #208","entityType":"pull_request","observations":["PR for implementing Kubernetes and Helm deployment artifacts (fixes issue #183)","Located on fix/issue-183 branch","Successfully addressed all GitHub Advanced Security warnings by using string concatenation instead of template literals","All Copilot PR suggestions were already implemented (namespace docs, managed-by label, HPA scaling docs)","Test coverage improved from 51.1% to 78.03% by adding comprehensive middleware tests","Fixed npm audit vulnerabilities by adding pnpm overrides for form-data and @eslint/plugin-kit","Resolved format string issue that reappeared after rebase","All CI checks passing after fixes","CI build completed successfully after fixing format string issue","SonarCloud Quality Gate passed with 87.2% coverage on new code","All security vulnerabilities resolved","Ready for merge with all checks passing"]}
|
| 28 | +{"type":"entity","name":"enterprise-mcp-security-report","entityType":"analysis","observations":["Report analyzes MCP servers transformation from experimental tools to enterprise infrastructure","Identifies three critical enterprise challenges: multi-tenant security, distributed operations at scale, containerized deployment management","References Fortune 500 adopters including Block and Apollo GraphQL","Recommends OAuth 2.1 with PKCE as baseline authentication standard","Suggests short-lived tokens (1-4 hours standard, 15-30 mins privileged)","Advocates for combining RBAC with ABAC for context-aware permissions","Emphasizes zero-trust network architecture with mandatory TLS 1.2+","Highlights MCP mesh architectures using service mesh principles","Recommends P95 latencies under 200ms for simple operations","Notes Docker MCP Gateway, IBM Context Forge, SGNL, and Operant as gateway solutions","Reports 40-60% infrastructure cost savings through consolidation","Shows 20.5% task completion time reduction but 27.5% token cost increase","Emphasizes need for comprehensive monitoring with four metric categories","Stresses importance of audit logging for compliance","Recommends starting with pilot deployments for specific use cases"]} |
28 | 29 | {"type":"relation","from":"default_user","to":"sonarqube-mcp-server","relationType":"contributes to"}
|
29 | 30 | {"type":"relation","from":"sonarqube-mcp-server","to":"mcp-architecture","relationType":"implements"}
|
30 | 31 | {"type":"relation","from":"sonarqube-mcp-server","to":"domain-driven-architecture","relationType":"follows"}
|
|
0 commit comments