Atlas

Atlas MCP Server provides an enterprise-grade machine-assisted code pipeline that integrates with your IDE to enable intelligent analysis, migration, testing, and optimization of code. It orchestrates intent, context, decomposition, variants, critique, and optimization to help you design, refactor, and validate code more effectively inside your development environment.

How to use

You use Atlas MCP Server by connecting your MCP client (such as an IDE plugin or built-in assistant) to the server. The system automatically activates the most relevant tool based on your request and guides you through a task-oriented workflow, from understanding intent to delivering optimized code.

How to install

Follow these concrete steps to install and start using Atlas MCP Server in your development environment.

# Step 1: Install Atlas MCP Server globally
npm install -g atlas-pipeline-mcp

# Step 2: Run the automatic IDE setup
atlas-mcp-setup

# Step 3: Restart your IDE to connect to the Atlas MCP Server

Local LLM configuration for running the server

If you prefer running models locally or want to supply your own API keys, configure Atlas to use a local setup. The following example shows how to specify the run command and environment keys.

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

Available tools

atlas_bug_oracle

Predictive bug detection that analyzes code patterns, complexity metrics, and historical data to forecast issues with 70-85% accuracy.

atlas_code_whisperer

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

atlas_codebase_surgeon

Large-scale refactoring with dependency-aware modifications and impact analysis for safe transformations.

atlas_semantic_search

Natural language code search that finds code by intent rather than keywords.

atlas_smart_merge

Intelligent Git conflict resolution using code analysis and context understanding to suggest optimal merge strategies.

atlas_tech_debt

Tech debt quantification and tracking with actionable metrics and remediation roadmaps.

atlas_performance_doctor

Frontend performance analysis and guidance to fix rendering and resource bottlenecks.

atlas_css_wizard

CSS architecture analysis with design token generation and conversions between CSS systems.

atlas_animation_studio

Professional animation generator for CSS, Framer Motion, GSAP, and related timelines with accessibility support.

atlas_api_helper

API integration helper that generates types, hooks, mocks, validation schemas, and clients.

atlas_pipeline

Full agentic pipeline implementing Intent → Context → Decompose → Variants → Critique → Optimize.

atlas_intent

Intent analysis that extracts actionable goals from natural language requests.

atlas_context

Project context gathering including structure, dependencies, and file relationships.

atlas_git

Git history analysis covering commits, branches, and file evolution.

atlas_decompose

Task decomposition into a directed acyclic graph of subtasks.

atlas_variants

Generate multiple implementation variants with pros/cons analysis.

atlas_review

Automated code review with quality scores and security checks.

atlas_critique

Deep critique for quality, security, performance, and maintainability.

atlas_optimize

Code optimization driven by critique feedback and best practices.

atlas_refactor

Smart refactoring with complexity metrics and structural analysis.

atlas_security

Security scanner with CWE IDs and OWASP mappings.

atlas_senior_mentor

Architectural guidance from a 15+ year veteran perspective.

atlas_performance_optimizer

In-depth performance optimization and Web Vitals improvements.

atlas_security_scanner

Enterprise-grade vulnerability detection with compliance assessment.

atlas_state_architect

State management pattern comparison and scalability analysis.

atlas_api_consultant

API design review templates and best practices.

atlas_ui_ux_designer

UI/UX design inspiration and production-ready code across frameworks.

atlas_performance_doctor

Frontend performance diagnostics and targeted fixes.

atlas_css_wizard

CSS architecture analysis and token generation with unused styles detection.

atlas_animation_studio

Animation code generation with multiple libraries and accessibility.

atlas_api_helper

Frontend API integration helpers including hooks and mocks.

atlas_profiler

Performance profiling and time/memory complexity analysis.

atlas_test

Test case generation for Jest, Vitest, Pytest, Mocha.

atlas_docs

Auto-generation of documentation in JSDoc, TSDoc, or PyDoc.

atlas_dependencies

Dependency analysis and vulnerability scanning.

atlas_dashboard

Real-time metrics dashboards for project health.

atlas_explain

Code explanation with complexity analysis and pattern detection.

atlas_debug

Smart debugging with root cause analysis and fix suggestions.

atlas_think

Advanced sequential reasoning for complex problem solving.

atlas_providers

Provider status checks for LLM backends.