AgentIndex icon
AgentIndex
nextcloud-mcp-server logo
nextcloud-mcp-server
★ 390
vs
codegraph logo
codegraph
★ 99

nextcloud-mcp-server vs codegraph

nextcloud-mcp-server: This dedicated standalone MCP server enables Large Language Models like Claude, GPT, and Gemini to interact with your Nextcloud data through a secure API. It facilitates natural language conversations to create notes, manage calendars, organize contacts, and work with files within Nextcloud.; codegraph: Codegraph provides AI coding assistants with an always-current, function-level dependency graph of an entire codebase, built locally and open source. This allows AI to understand code structure instantly, reducing token waste and improving accuracy for complex tasks like refactoring and debugging.

01

TL;DR

nextcloud-mcp-server logo
nextcloud-mcp-serverVision / Multimodal · ★ 390

AI assistants can create notes with titles and content within Nextcloud.

Read nextcloud-mcp-server full review →
codegraph logo
codegraphVision / Multimodal · ★ 99

Improve AI agent's understanding of codebase structure, eliminating repeated re-orientation.

Read codegraph full review →
02

Side-by-Side Comparison

Field
nextcloud-mcp-server logonextcloud-mcp-server
codegraph logocodegraph
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 390
★ 99
License
AGPL-3.0
Apache-2.0
Install Command
docker pull ghcr.io/cbcoutinho/nextcloud-mcp-server:latest && docker run -p 127.0.0.1:8000:8000 -e NEXTCLOUD_HOST=https://your.nextcloud.instance.com -e NEXTCLOUD_USERNAME=your_username -e NEXTCLOUD_PASSWORD=your_app_password --rm ghcr.io/cbcoutinho/nextcloud-mcp-server:latest
npm install -g @optave/codegraph
Updated
1d ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Nextcloud, AI Integration, LLM
AI Coding Assistant, Code Analysis, Dependency Graph
03

Features

nextcloud-mcp-server logonextcloud-mcp-server
01Comprehensive API coverage with over 90 MCP tools across 8 Nextcloud applications.
02Experimental semantic search with vector-powered capabilities for notes, files, and more.
03Flexible deployment options including Docker, Kubernetes, VM, or local installation.
04Document processing features like OCR and text extraction from various file types.
05Production-ready authentication with Basic Auth (app passwords) and experimental OAuth2/OIDC support.
codegraph logocodegraph
01Sub-second incremental rebuilds for an always-fresh dependency graph.
02Function-level code analysis, tracing calls and dependencies within and across files.
03Built for AI agents with a 19-tool Model Context Protocol (MCP) server for direct querying.
04Git diff impact analysis to show affected functions and callers from staged or unstaged changes.
05Embeddings-powered local semantic search for natural language queries.
04

Use Cases

nextcloud-mcp-server logonextcloud-mcp-server
↳AI assistants can create notes with titles and content within Nextcloud.
↳Import recipes from web URLs, utilizing schema.org metadata extraction.
↳Schedule meetings and manage calendar events through natural language commands.
↳Manage files and directories, including creation and movement operations.
↳Perform semantic searches to find content based on meaning, not just keywords.
codegraph logocodegraph
↳Improve AI agent's understanding of codebase structure, eliminating repeated re-orientation.
↳Perform impact analysis before code changes, preventing silent bugs and dependency breakage.
↳Identify dead code and classify architectural roles (e.g., entry, core, utility) of symbols.
↳Facilitate semantic search for functions by natural language intent rather than exact names.
↳Detect and visualize circular dependencies at file or function levels to improve code quality.
FAQ

FAQ

What is the difference between nextcloud-mcp-server and codegraph?
Both nextcloud-mcp-server and codegraph are in the Vision / Multimodal category. nextcloud-mcp-server has 390 stars, while codegraph has 99 stars.
Which is better, nextcloud-mcp-server or codegraph?
The best choice depends on your use case. Choose nextcloud-mcp-server if AI assistants can create notes with titles and content within Nextcloud., and codegraph if Improve AI agent's understanding of codebase structure, eliminating repeated re-orientation..
Is nextcloud-mcp-server free or open source?
Yes, nextcloud-mcp-server is open source on GitHub (AGPL-3.0).
Is codegraph free or open source?
Yes, codegraph is open source on GitHub (Apache-2.0).
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