EDDI
★ 354
vs
ncp
★ 90
EDDI vs ncp
EDDI: EDDI is a production-grade, config-driven multi-agent orchestration middleware built with Java 25 and Quarkus. It coordinates users, AI agents, and business systems through intelligent routing, persistent memory, and API orchestration without writing code. It offers enterprise security, compliance, and observability, supporting multiple LLM providers and standard protocols with one-command Docker deployment.; ncp: NCP (Natural Context Provider) is an MCP aggregator that consolidates 50+ disparate MCP servers into a single unified interface for AI agents. Instead of loading every tool definition upfront and burning tokens, agents use three simple tools — find, code, and run — to discover and invoke any capability on demand. Code mode lets the agent write TypeScript workflows combining multiple tools in one step. NCP reports 97% fewer tokens consumed and 5x faster tool selection compared to loading individual MCP servers.
01
TL;DR
Choose EDDI if…Building enterprise-grade conversational AI assistants with multi-agent collaboration
Choose ncp if…Reducing token costs when an AI agent needs access to many tools
02
Side-by-Side Comparison
03
Features
EDDI01Multi-Agent Orchestration with intelligent routing and group conversations
02Support for 12 LLM providers including cloud, enterprise, and self-hosted options
03Standards & Interoperability via MCP, A2A, OpenAPI, and OAuth 2.0
04Persistent memory, token-aware context management, and RAG capabilities
05Enterprise-grade security, compliance (GDPR, HIPAA, EU AI Act), and audit ledger
ncp01Aggregates 50+ MCP servers into 2-3 unified tools (find/code/run)
02Code mode: agents write TypeScript to call multiple tools in one step
03On-demand tool loading — only active tools consume tokens
04Scheduling support for recurring task execution
05Project-level configuration — each project defines its own MCP set
04
Use Cases
EDDI↳Building enterprise-grade conversational AI assistants with multi-agent collaboration
↳Orchestrating multi-agent debates and group discussions for decision-making
↳Implementing compliance-ready AI systems with audit trails and data governance
ncp↳Reducing token costs when an AI agent needs access to many tools
↳Building multi-step TypeScript workflows that combine search, files, and APIs
↳Managing multiple MCP servers across different projects from one config
05
Best For
EDDIMulti-AgentLLM Infra
ncpHidden GemEssential
FAQ
FAQ
What is the difference between EDDI and ncp?
Both EDDI and ncp are in the RAG / Knowledge Base category. EDDI has 354 stars, while ncp has 90 stars.
Which is better, EDDI or ncp?
The best choice depends on your use case. Choose EDDI if Building enterprise-grade conversational AI assistants with multi-agent collaboration, and ncp if Reducing token costs when an AI agent needs access to many tools.
Is EDDI free or open source?
Yes, EDDI is open source on GitHub (Apache-2.0).
Is ncp free or open source?
Yes, ncp is open source on GitHub (NOASSERTION).
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