Atlas Pipeline
A seven-stage agentic pipeline that decomposes development tasks from intent to optimized output. Exposes 33 tools including RAG-powered semantic search, ML-based bug prediction (70-85% accuracy), intelligent code migration across 12 transformation types (JS to TS, callbacks to async, React upgrades), and automated test generation with edge cases. Also provides refactoring with complexity analysis, dependency scanning, security audits against OWASP standards, performance profiling, tech debt quantification, and git merge conflict resolution. Designed for zero-config setup with Cursor, Windsurf, or Claude Desktop. Reach for this when you need AI-assisted analysis that goes beyond autocomplete into architectural decisions, predictive maintenance, and large-scale codebase transformations.
- tools
- 29
- auth
- Secret needed
- transport
- STDIO
- env vars
- 3
- last updated
- Feb 2, 2026
Tools
29 toolsPublic tool metadata for what this MCP can expose to an agent.
atlas_bug_oraclePredictive bug detection analyzing code patterns, complexity metrics, and historical data to forecast potential issues with 70-85% accuracy.
Predictive bug detection analyzing code patterns, complexity metrics, and historical data to forecast potential issues with 70-85% accuracy.
No parameter schema in public metadata yet.
atlas_code_whispererContext-aware code suggestions with pattern detection, best practice enforcement, and intelligent auto-completion.
Context-aware code suggestions with pattern detection, best practice enforcement, and intelligent auto-completion.
No parameter schema in public metadata yet.
atlas_codebase_surgeonLarge-scale refactoring with dependency-aware modifications, impact analysis, and safe transformation strategies.
Large-scale refactoring with dependency-aware modifications, impact analysis, and safe transformation strategies.
No parameter schema in public metadata yet.
atlas_semantic_searchNatural language code search finding code by intent rather than keywords, with context understanding.
Natural language code search finding code by intent rather than keywords, with context understanding.
No parameter schema in public metadata yet.
atlas_smart_mergeIntelligent git conflict resolution using code analysis and context to suggest optimal merge strategies.
Intelligent git conflict resolution using code analysis and context to suggest optimal merge strategies.
No parameter schema in public metadata yet.
atlas_tech_debtMeasures and tracks technical debt with actionable metrics and prioritized remediation roadmaps.
Measures and tracks technical debt with actionable metrics and prioritized remediation roadmaps.
No parameter schema in public metadata yet.
atlas_rag_searchNatural language code search with knowledge graphs. Ask "how does auth work?" and get contextual results.
Natural language code search with knowledge graphs. Ask "how does auth work?" and get contextual results.
No parameter schema in public metadata yet.
atlas_ml_predictPredict bugs before production with 70-85% accuracy. Analyzes complexity, churn, and code patterns.
Predict bugs before production with 70-85% accuracy. Analyzes complexity, churn, and code patterns.
No parameter schema in public metadata yet.
atlas_migrateAutomated migration support for 12 types: JS→TS, React upgrades, Callbacks→Async, and more.
Automated migration support for 12 types: JS→TS, React upgrades, Callbacks→Async, and more.
No parameter schema in public metadata yet.
atlas_testgen_advancedGenerate comprehensive test suites with edge cases, mocks, stubs, and 90%+ coverage projection.
Generate comprehensive test suites with edge cases, mocks, stubs, and 90%+ coverage projection.
No parameter schema in public metadata yet.
atlas_pipelineComplete workflow: Intent → Context → Decompose → Variants → Critique → Optimize
Complete workflow: Intent → Context → Decompose → Variants → Critique → Optimize
No parameter schema in public metadata yet.
atlas_intentExtract actionable intent from natural language requests
Extract actionable intent from natural language requests
No parameter schema in public metadata yet.
atlas_contextAnalyze project structure, dependencies, and file relationships
Analyze project structure, dependencies, and file relationships
No parameter schema in public metadata yet.
atlas_gitAnalyze commits, branches, file changes, and code evolution
Analyze commits, branches, file changes, and code evolution
No parameter schema in public metadata yet.
atlas_decomposeBreak complex tasks into DAG (Directed Acyclic Graph) of subtasks
Break complex tasks into DAG (Directed Acyclic Graph) of subtasks
No parameter schema in public metadata yet.
atlas_variantsGenerate multiple implementation approaches with pros/cons analysis
Generate multiple implementation approaches with pros/cons analysis
No parameter schema in public metadata yet.
atlas_reviewComprehensive analysis with quality scores, security checks, and best practice validation
Comprehensive analysis with quality scores, security checks, and best practice validation
No parameter schema in public metadata yet.
atlas_critiqueDeep review for quality, security, performance, and maintainability
Deep review for quality, security, performance, and maintainability
No parameter schema in public metadata yet.
atlas_optimizeApply improvements based on critique feedback and best practices
Apply improvements based on critique feedback and best practices
No parameter schema in public metadata yet.
atlas_refactorCode restructuring with complexity metrics and structural analysis
Code restructuring with complexity metrics and structural analysis
No parameter schema in public metadata yet.
atlas_securityDetect vulnerabilities with CWE IDs and OWASP category mapping
Detect vulnerabilities with CWE IDs and OWASP category mapping
No parameter schema in public metadata yet.
atlas_senior_mentorArchitectural guidance from 15+ year veteran perspective with trade-off analysis and senior lessons
Architectural guidance from 15+ year veteran perspective with trade-off analysis and senior lessons
No parameter schema in public metadata yet.
atlas_performance_optimizerDeep performance analysis with Web Vitals optimization and bottleneck detection
Deep performance analysis with Web Vitals optimization and bottleneck detection
No parameter schema in public metadata yet.
atlas_security_scannerEnterprise-grade vulnerability detection with compliance assessment (GDPR, CCPA, HIPAA, PCI-DSS)
Enterprise-grade vulnerability detection with compliance assessment (GDPR, CCPA, HIPAA, PCI-DSS)
No parameter schema in public metadata yet.
atlas_state_architectPattern comparison and scalability analysis for Redux, Zustand, Jotai, Recoil
Pattern comparison and scalability analysis for Redux, Zustand, Jotai, Recoil
No parameter schema in public metadata yet.
atlas_api_consultantRESTful and GraphQL API design review with best practices and documentation templates
RESTful and GraphQL API design review with best practices and documentation templates
No parameter schema in public metadata yet.
atlas_ui_ux_designerFind best design inspirations online, generate multiple design options with images, and create production-ready code. Supports React, Vue, HTML, Svelte with accessibility guidance.
Find best design inspirations online, generate multiple design options with images, and create production-ready code. Supports React, Vue, HTML, Svelte with accessibility guidance.
No parameter schema in public metadata yet.
atlas_performance_doctorDetects React/Vue re-render issues, bundle bloat, memory leaks, Core Web Vitals issues. Provides specific code fixes with improvement estimates.
Detects React/Vue re-render issues, bundle bloat, memory leaks, Core Web Vitals issues. Provides specific code fixes with improvement estimates.
No parameter schema in public metadata yet.
atlas_css_wizardAnalyzes CSS specificity conflicts, generates design tokens, converts between BEM/Tailwind/CSS Modules/styled-components/Emotion. Finds unused CSS and duplicates.
Analyzes CSS specificity conflicts, generates design tokens, converts between BEM/Tailwind/CSS Modules/styled-components/Emotion. Finds unused CSS and duplicates.
No parameter schema in public metadata yet.
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OLLAMA_BASE_URLYour Ollama base URL (default: http://localhost:11434)
OPENAI_API_KEYsecretYour OpenAI API key
ANTHROPIC_API_KEYsecretYour Anthropic API key
Readme
Atlas MCP Server
Enterprise-Grade Agentic AI Pipeline for Modern IDEs
Advanced AI/ML-powered development tools with RAG search, ML bug prediction, intelligent code migration, and comprehensive test generation.
Installation • Features • Tools • Usage • Documentation
Overview
Details
- Repository
- github.com/iamnishant51/atlas-mcp-server
- Categories
- Sales & Marketing, Developer Tools, Automation & Workflows
- Package
atlas-pipeline-mcp- Transport
- STDIO
- Auth
- Required
- Registry
- MCP registry, active
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