Atlas Mcp Server

Atlas MCP Server

[](https://www.npmjs.com/package/atlas-pipeline-mcp) [](https://www.npmjs.com/package/atlas-pipeline-mcp) [](https://opensource.org/licenses/MIT) [](https://www.typescriptlang.org/) [](https://nodejs.org/)

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](#installation) • [Features](#key-features) • [Tools](#available-tools) • [Usage](#usage-guide) • [Documentation](#advanced-integration)

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Overview

Atlas MCP Server transforms your IDE with intelligent development capabilities through a comprehensive analysis pipeline:

Intent → Context → Decomposition → Variants → Critique → Optimization

Natively integrated with Cursor, Windsurf, Claude Desktop, GitHub Copilot, and VS Code.

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What's New in Latest Version

Advanced Development Tools Suite

The latest version introduces six powerful tools designed to address complex development challenges:

New Advanced Analysis Tools:

Bug Oracle Predictive bug detection system analyzing code patterns, complexity metrics, and historical data to forecast potential issues before they occur

Code Whisperer Intelligent code suggestion engine providing context-aware recommendations, pattern detection, and best practice enforcement

Codebase Surgeon Precision refactoring tool for large-scale codebase transformations with dependency-aware modifications and impact analysis

Enhanced Development Experience:

Semantic Search Advanced code search with natural language understanding, finding code by intent rather than keywords

Smart Merge Resolver Intelligent conflict resolution for git merges using code analysis and context understanding to suggest optimal merge strategies

Tech Debt Quantifier Technical debt measurement and tracking system with actionable metrics and prioritized remediation roadmaps

Frontend Developer Tools

Comprehensive suite for modern frontend development:

Performance Doctor Detects React/Vue re-render issues, bundle bloat, memory leaks, and provides specific code fixes with improvement estimates

CSS Wizard CSS architecture analyzer - detects specificity conflicts, generates design tokens, converts between BEM/Tailwind/CSS Modules/styled-components

Animation Studio Professional animation generator - CSS keyframes, Framer Motion, GSAP timelines, micro-interactions with accessibility support

API Helper API integration assistant - generates TypeScript types, React Query/SWR hooks, mock data, Zod schemas, and error handling

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Senior Developer Tools

Expert-level guidance and analysis:

Senior Mentor Architectural guidance from a 15+ year veteran perspective with trade-off analysis and senior lessons

Performance Optimizer Deep performance analysis with Web Vitals optimization and bottleneck detection

Security Scanner Enterprise-grade vulnerability detection with compliance assessment (GDPR, CCPA, HIPAA, PCI-DSS)

State Management Architect Pattern comparison and scalability analysis for Redux, Zustand, Jotai, Recoil, and more

API Design Consultant RESTful and GraphQL API design review with best practices and documentation templates

AI/ML Powered Tools

Advanced machine learning capabilities:

RAG Search Semantic code search with knowledge graphs and natural language queries

ML Predictor Bug & performance prediction with 70-85% accuracy using machine learning

Code Migration Intelligent migration (12 types: JS→TS, React upgrades, Callbacks→Async)

Test Generator Advanced test generation with edge cases, mocks, and property-based testing

Core Professional Tools

Essential development utilities:

Refactor Code refactoring engine with complexity analysis

Profiler Performance profiling & bottleneck detection (O(n), O(n²), etc.)

Review Automated code review with quality scores and security checks

Dependencies Dependency analysis, unused package detection, vulnerability scanning

Dashboard Interactive HTML metrics dashboards with real-time data

Security Security vulnerability scanning (CWE, OWASP standards)

Test Gen Comprehensive test case generation (Jest, Vitest, Pytest, Mocha)

Docs Gen Auto-generate documentation (JSDoc, TSDoc, PyDoc)

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Key Features

AI/ML Capabilities

• RAG Search - Semantic code understanding with knowledge graphs
• ML Prediction - Bug & performance forecasting (70-85% accuracy)
• Code Migration - 12 intelligent migration types
• Test Generation - Advanced test suites with edge cases
• Bug Oracle - Predictive bug detection and prevention
• Semantic Search - Natural language code discovery

Professional Tools

• Full Pipeline - Intent → Context → Variants → Optimize
• Quality Analysis - Code review, security, complexity
• Performance - Profiling, bottleneck detection
• Automation - Tests, docs, refactoring
• Tech Debt - Quantification and tracking
• Merge Resolution - Intelligent conflict handling

Why Choose Atlas?

• Zero Configuration: No API keys required - leverages your IDE's built-in AI (Copilot/Cursor)
• 33 Professional Tools: Comprehensive suite covering all development needs
• Agentic Workflow: DAG-based task decomposition for complex problems
• Context Aware: Deep project structure, dependencies, and git history analysis
• High Performance: LRU caching, request deduplication, parallel execution
• Enterprise Ready: Production-grade tools with security and compliance features

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Installation

Quick Start (Recommended)

Step 1: Install Globally

Open your terminal and run:

npm install -g atlas-pipeline-mcp

Step 2: Run Auto-Setup

Automatically configure your IDE (Cursor or VS Code):

atlas-mcp-setup

Step 3: Restart IDE

Restart your editor. The Atlas server will be automatically connected and ready to use.

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Available Tools

Advanced Development & Analysis Tools

atlasbugoracle Bug OraclePredictive bug detection analyzing code patterns, complexity metrics, and historical data to forecast potential issues with 70-85% accuracy.

atlascodewhisperer Code WhispererContext-aware code suggestions with pattern detection, best practice enforcement, and intelligent auto-completion.

atlascodebasesurgeon Codebase SurgeonLarge-scale refactoring with dependency-aware modifications, impact analysis, and safe transformation strategies.

atlassemanticsearch Semantic SearchNatural language code search finding code by intent rather than keywords, with context understanding.

atlassmartmerge Smart Merge ResolverIntelligent git conflict resolution using code analysis and context to suggest optimal merge strategies.

atlastechdebt Tech Debt QuantifierMeasures and tracks technical debt with actionable metrics and prioritized remediation roadmaps.

AI/ML Powered Tools

atlasragsearch RAG-Powered Semantic SearchNatural language code search with knowledge graphs. Ask "how does auth work?" and get contextual results.

atlasmlpredict ML Bug & Performance PredictionPredict bugs before production with 70-85% accuracy. Analyzes complexity, churn, and code patterns.

atlas_migrate Intelligent Code MigrationAutomated migration support for 12 types: JS→TS, React upgrades, Callbacks→Async, and more.

atlastestgenadvanced Advanced Test GenerationGenerate comprehensive test suites with edge cases, mocks, stubs, and 90%+ coverage projection.

Core Pipeline & Analysis Tools

atlas_pipeline Full Agentic PipelineComplete workflow: Intent → Context → Decompose → Variants → Critique → Optimize

atlas_intent Intent AnalysisExtract actionable intent from natural language requests

atlas_context Project Context GatheringAnalyze project structure, dependencies, and file relationships

atlas_git Git History AnalysisAnalyze commits, branches, file changes, and code evolution

atlas_decompose Task DecompositionBreak complex tasks into DAG (Directed Acyclic Graph) of subtasks

atlas_variants Solution VariantsGenerate multiple implementation approaches with pros/cons analysis

Quality & Optimization Tools

atlas_review Automated Code ReviewComprehensive analysis with quality scores, security checks, and best practice validation

atlas_critique Code CritiqueDeep review for quality, security, performance, and maintainability

atlas_optimize Code OptimizationApply improvements based on critique feedback and best practices

atlas_refactor Smart RefactoringCode restructuring with complexity metrics and structural analysis

atlas_security Security ScannerDetect vulnerabilities with CWE IDs and OWASP category mapping

Senior Developer Tools

atlasseniormentor Senior MentorArchitectural guidance from 15+ year veteran perspective with trade-off analysis and senior lessons

atlasperformanceoptimizer Performance OptimizerDeep performance analysis with Web Vitals optimization and bottleneck detection

atlassecurityscanner Security Scanner ProEnterprise-grade vulnerability detection with compliance assessment (GDPR, CCPA, HIPAA, PCI-DSS)

atlasstatearchitect State Management ArchitectPattern comparison and scalability analysis for Redux, Zustand, Jotai, Recoil

atlasapiconsultant API Design ConsultantRESTful and GraphQL API design review with best practices and documentation templates

UI/UX Design Tools

atlasuiux_designer 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.

Frontend Developer Tools

atlasperformancedoctor Frontend Performance DoctorDetects React/Vue re-render issues, bundle bloat, memory leaks, Core Web Vitals issues. Provides specific code fixes with improvement estimates (e.g., "30-50% fewer re-renders").

atlascsswizard CSS Architecture WizardAnalyzes CSS specificity conflicts, generates design tokens, converts between BEM/Tailwind/CSS Modules/styled-components/Emotion. Finds unused CSS and duplicates.

atlasanimationstudio Animation StudioProfessional animation generator with 30+ presets. Creates CSS keyframes, Framer Motion, GSAP, React Spring, and Anime.js code. Includes micro-interactions, scroll animations, and accessibility support.

atlasapihelper API Integration HelperGenerates TypeScript types from API responses, React Query/SWR hooks, MSW mock handlers, Zod validation schemas, and complete API clients with error handling.

Development Productivity Tools

atlas_profiler Performance ProfilingDetect bottlenecks, analyze time complexity (O(n), O(n²)), and memory usage

atlas_test Test Case GenerationGenerate comprehensive tests for Jest, Vitest, Pytest, Mocha

atlas_docs Auto DocumentationGenerate JSDoc, TSDoc, or PyDoc documentation automatically

atlas_dependencies Dependency AnalysisDetect unused packages, analyze dependencies, scan for vulnerabilities

atlas_dashboard Metrics DashboardGenerate interactive HTML dashboards with real-time metrics

atlas_explain Code ExplanationExplain code with complexity analysis and pattern detection

atlas_debug Smart DebuggingRoot cause analysis, stack trace parsing, and fix suggestions

atlas_think Advanced ReasoningSequential reasoning with branching logic for complex problems

Utility Tools

atlas_providers Provider StatusCheck available LLM providers and their current status

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Usage Guide

Once installed, interact with your AI Assistant (Copilot Chat or Cursor Chat). The appropriate tool is automatically activated based on your request.

Advanced Development Tools

| Goal | Example Request | Tool Used | | :--- | :--- | :--- | | Predict Bugs | "Analyze bug probability in this module" | atlas_bug_oracle | | Get Code Suggestions | "Suggest improvements for this function" | atlas_code_whisperer | | Large-Scale Refactoring | "Refactor the entire authentication system" | atlas_codebase_surgeon | | Search by Intent | "Find where we handle payment processing" | atlas_semantic_search | | Resolve Conflicts | "Help resolve this merge conflict intelligently" | atlas_smart_merge | | Measure Tech Debt | "Quantify technical debt in this project" | atlas_tech_debt |

AI/ML Tools

| Goal | Example Request | Tool Used | | :--- | :--- | :--- | | Semantic Code Search | "Search for authentication code using RAG" | atlas_rag_search | | Predict Issues | "Predict bug probability in payment-processor.ts" | atlas_ml_predict | | Migrate Codebase | "Migrate this file from JavaScript to TypeScript" | atlas_migrate | | Advanced Testing | "Generate comprehensive tests with edge cases" | atlas_testgen_advanced |

Professional Development Tools

| Goal | Example Request | Tool Used | | :--- | :--- | :--- | | Full Pipeline | "Run the pipeline on utils.ts to refactor it" | atlas_pipeline | | Refactor Code | "Refactor this code and reduce complexity" | atlas_refactor | | Performance Analysis | "Profile this code for performance bottlenecks" | atlas_profiler | | Code Review | "Review this PR for quality and security" | atlas_review | | Check Dependencies | "Analyze dependencies and find unused packages" | atlas_dependencies | | Plan Feature | "Decompose the task of adding JWT auth" | atlas_decompose | | Explore Solutions | "Generate 3 variants for this button component" | atlas_variants | | Review Code | "Critique this code for security issues" | atlas_critique | | Polish Code | "Optimize this function based on best practices" | atlas_optimize | | Security Scan | "Scan this code for security vulnerabilities" | atlas_security | | Generate Tests | "Generate tests for this authentication module" | atlas_test | | Add Documentation | "Document this API with examples" | atlas_docs | | Understand Code | "Explain how this algorithm works" | atlas_explain | | Debug Error | "Debug this TypeError, here's the stack trace..." | atlas_debug | | Complex Reasoning | "Think through how to design this system" | atlas_think | | Project Context | "Analyze the project context and dependencies" | atlas_context |

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Advanced Integration

Using Local LLMs

If you prefer running models locally (e.g., Ollama) or want to use your own API keys instead of your IDE's subscription, configure the server manually in your settings:

{
  "atlas": {
    "command": "npx",
    "args": ["-y", "atlas-pipeline-mcp"],
    "env": {
      "OLLAMA_BASE_URL": "http://localhost:11434",
      "OPENAI_API_KEY": "sk-...",
      "ANTHROPIC_API_KEY": "sk-..."
    }
  }
}

Note: If no API keys are provided, Atlas defaults to Client Sampling mode, delegating generation to your IDE's AI capabilities.

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Contributing

We welcome contributions to improve the Atlas pipeline.

• Repository: github.com/IamNishant51/atlas-mcp-server
• Issues: Report bugs or request features on GitHub
• Pull Requests: Submit improvements and new features

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License

MIT License - see LICENSE file for details

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Built by Nishant Unavane

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🌐 Check out my portfolio: nishantunavane.qzz.io

For support, documentation, or questions, visit our GitHub repository.

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: IamNishant51
• Source: IamNishant51/atlas-mcp-server
• License: MIT

Install and usage instructions live in the source repository linked above.