AgentIndex icon
AgentIndex
atlas-mcp-server logo
atlas-mcp-server
★ 478
vs
guild logo
guild
★ 302

atlas-mcp-server vs guild

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.; guild: guild is a compiled Go binary with an MCP server backed by embedded SQLite, providing shared context, memory, and task coordination for AI coding agents. It allows multiple agents across different editors to share state safely using atomic locks. State persists locally and includes hybrid search (BM25+vector).

01

TL;DR

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 →
guild logo
guildRAG / Knowledge Base · ★ 302

Multi-agent coordination on the same project

Read guild full review →
02

Side-by-Side Comparison

Field
atlas-mcp-server logoatlas-mcp-server
guild logoguild
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 478
★ 302
License
Apache-2.0
Apache-2.0
Install Command
npm install
curl -fsSL https://github.com/mathomhaus/guild/releases/latest/download/install.sh | sh
Updated
1y ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
LLM Agents, Task Management, Project Management
agent-coordination, agent-memory, ai-agents
03

Features

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
guild logoguild
01Shared context and memory across sessions
02Atomic task claims (quests) to prevent collisions
03Hybrid search (BM25 + vector) for lore
04Oath, brief, and quest system for session handoff
05Works with any MCP client (Claude Code, Codex, Cursor, etc.)
04

Use Cases

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.
guild logoguild
↳Multi-agent coordination on the same project
↳Continuity across coding sessions
↳Knowledge management for AI coding agents
FAQ

FAQ

What is the difference between atlas-mcp-server and guild?
Both atlas-mcp-server and guild are in the RAG / Knowledge Base category. atlas-mcp-server has 478 stars, while guild has 302 stars.
Which is better, atlas-mcp-server or guild?
The best choice depends on your use case. Choose atlas-mcp-server if AI-driven project execution and coordination via LLM agents., and guild if Multi-agent coordination on the same project.
Is atlas-mcp-server free or open source?
Yes, atlas-mcp-server is open source on GitHub (Apache-2.0).
Is guild free or open source?
Yes, guild is open source on GitHub (Apache-2.0).
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