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AgentIndex
atlas-mcp-server logo
atlas-mcp-server
★ 478
vs
distillery logo
distillery
★ 25

atlas-mcp-server vs distillery

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.; distillery: Distillery is a team knowledge base accessed through Claude Code skills. It captures, classifies, connects, and surfaces team knowledge using natural language commands. It stores knowledge as vector embeddings in DuckDB, running locally or as a hosted service.

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 →
distillery logo
distilleryRAG / Knowledge Base · ★ 25

Capture and retrieve team knowledge during development

Read distillery full review →
02

Side-by-Side Comparison

Field
atlas-mcp-server logoatlas-mcp-server
distillery logodistillery
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 478
★ 25
License
Apache-2.0
NOASSERTION
Install Command
npm install
claude plugin marketplace add norrietaylor/distillery && claude plugin install distillery
Updated
1y ago
3d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
LLM Agents, Task Management, Project Management
claude-code, duckdb, embeddings
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
distillery logodistillery
01/distill - Capture session knowledge with dedup detection
02/recall - Semantic search with provenance
03/pour - Multi-entry synthesis with citations
04/bookmark - Store URLs with auto-generated summaries
05/digest - Team activity summary from internal entries
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.
distillery logodistillery
↳Capture and retrieve team knowledge during development
↳Record meeting minutes with append updates
↳Track technical decisions and architectural context
FAQ

FAQ

What is the difference between atlas-mcp-server and distillery?
Both atlas-mcp-server and distillery are in the RAG / Knowledge Base category. atlas-mcp-server has 478 stars, while distillery has 25 stars.
Which is better, atlas-mcp-server or distillery?
The best choice depends on your use case. Choose atlas-mcp-server if AI-driven project execution and coordination via LLM agents., and distillery if Capture and retrieve team knowledge during development.
Is atlas-mcp-server free or open source?
Yes, atlas-mcp-server is open source on GitHub (Apache-2.0).
Is distillery free or open source?
Yes, distillery is open source on GitHub (NOASSERTION).
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