AgentIndex icon
AgentIndex
code-graph-context logo
code-graph-context
★ 17
vs
atlas-mcp-server logo
atlas-mcp-server
★ 478

code-graph-context vs atlas-mcp-server

code-graph-context: Code Graph Context is an MCP server that builds a semantic graph of TypeScript codebases, enabling AI assistants like Claude to understand dependencies, perform impact analysis, and coordinate multi-file changes. It supports local or OpenAI embeddings, incremental parsing, and swarm coordination for parallel refactoring.; atlas-mcp-server: ATLAS (Adaptive Task & Logic Automation System) is an MCP server designed for LLM Agents to manage projects, tasks, and knowledge. It utilizes a 3-node architecture (Projects, Tasks, Knowledge) and a Neo4j graph database to provide comprehensive management capabilities and standardized communication.

01

TL;DR

code-graph-context logo
code-graph-contextRAG / Knowledge Base · ★ 17

Understand codebase dependencies and perform refactoring risk analysis

Read code-graph-context full review →
atlas-mcp-server logo
atlas-mcp-serverRAG / Knowledge Base · ★ 478

AI-driven project execution and coordination via LLM agents.

Read atlas-mcp-server full review →
02

Side-by-Side Comparison

Field
code-graph-context logocode-graph-context
atlas-mcp-server logoatlas-mcp-server
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 17
★ 478
License
MIT
Apache-2.0
Install Command
npm install -g code-graph-context && code-graph-context init
npm install
Updated
1w ago
1y ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-code-analysis, claude-code, code-graph-rag
LLM Agents, Task Management, Project Management
03

Features

code-graph-context logocode-graph-context
01Multi-project support with complete isolation
02Semantic code search via vector embeddings
03Framework-aware parsing with custom schema support
04Weighted graph traversal for impact analysis
05Swarm coordination for parallel multi-agent tasks
atlas-mcp-server logoatlas-mcp-server
01Comprehensive Project Tracking and Dependency Handling
02Full Task Lifecycle Management with Prioritization and Dependencies
03Structured Knowledge Repository with Domain Categorization and Citations
04Native Graph Database Integration using Neo4j for Robust Relationships and Scalability
05Unified Cross-Entity Search for Projects, Tasks, and Knowledge
04

Use Cases

code-graph-context logocode-graph-context
↳Understand codebase dependencies and perform refactoring risk analysis
↳Find duplicate code, dead code, and semantic similarities
↳Coordinate multiple AI agents for parallel code changes
atlas-mcp-server logoatlas-mcp-server
↳AI-driven project execution and coordination via LLM agents.
↳Automated management of development tasks and workflows by AI.
↳Centralized knowledge base creation and retrieval for intelligent systems.
FAQ

FAQ

What is the difference between code-graph-context and atlas-mcp-server?
Both code-graph-context and atlas-mcp-server are in the RAG / Knowledge Base category. code-graph-context has 17 stars, while atlas-mcp-server has 478 stars.
Which is better, code-graph-context or atlas-mcp-server?
The best choice depends on your use case. Choose code-graph-context if Understand codebase dependencies and perform refactoring risk analysis, and atlas-mcp-server if AI-driven project execution and coordination via LLM agents..
Is code-graph-context free or open source?
Yes, code-graph-context is open source on GitHub (MIT).
Is atlas-mcp-server free or open source?
Yes, atlas-mcp-server is open source on GitHub (Apache-2.0).
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Related

Alternatives to code-graph-context →Alternatives to atlas-mcp-server →code-graph-context details →atlas-mcp-server details →