Best Alternatives to compass
RAG / Knowledge Base·★ 73·Apache-2.0
Compass is a context engine that builds a knowledge graph of your organization's metadata, capturing entities, relationships, and lineage across systems and time, making it discoverable and queryable for both humans and AI agents.
#ai-agents#context-engine#context-engineering#context-graph#knowledge-graph#mcp#mcp-servers#model-context-protocol
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Best Alternatives to compass
ToolDescriptionStarsLicenseUpdated
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ragflow
ragflowRAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
★ 92.7k
Apache-2.0
1d ago
Details →02
MaxKB
MaxKBAn open-source platform for building enterprise-grade agents. Powerful and easy to use.
★ 23.0k
GPL-3.0
1d ago
Details →03
GPT Researcher
GPT ResearcherAn autonomous agent that conducts deep research on any data using any LLM provider, producing detailed reports with citations from web and local sources.
★ 30.2k
Apache-2.0
1w ago
Details →04
MCP-Nest
MCP-NestA NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.
★ 720
MIT
3d ago
Details →05
deep-research
deep-researchUse any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
★ 4.7k
MIT
4mo ago
Details →06
atlas-mcp-server
atlas-mcp-serverA Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.
★ 478
Apache-2.0
1y ago
Details →07
dat
datAsking yours data in a natural language way through pre-modeling (data models and semantic models).
★ 258
Apache-2.0
10mo ago
Details →08
5ire
5ire5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .
★ 5.4k
NOASSERTION
1mo ago
Details →02
Side-by-Side Comparison
| Field | compass | ragflow | MaxKB | GPT Researcher |
|---|---|---|---|---|
| Category | RAG / Knowledge Base | RAG / Knowledge Base | RAG / Knowledge Base | RAG / Knowledge Base |
| Stars | ★ 73 | ★ 92.7k | ★ 23.0k | ★ 30.2k |
| License | Apache-2.0 | Apache-2.0 | GPL-3.0 | Apache-2.0 |
| Updated | 6mo ago | 1d ago | 1d ago | 1w ago |
| Open Source | Yes | Yes | Yes | Yes |
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Compare compass With Others
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FAQ
What is compass?
Compass is a context engine that builds a temporal knowledge graph connecting entities, relationships, and documents across systems. It provides AI-native capabilities, hybrid search, impact analysis, and an open type system. It can be used to query and traverse organizational knowledge for humans and AI agents.
What is the best alternative to compass?
ragflow is the top-rated alternative to compass in the RAG / Knowledge Base category.
Is there a free alternative to compass?
ragflow is a free, open-source alternative.
Is compass open source?
Yes, compass is open source on GitHub, licensed under Apache-2.0.