Zammad-MCP
★ 32
vs
semble
★ 4.5k
Zammad-MCP vs semble
Zammad-MCP: An MCP server that connects AI assistants to Zammad, providing tools for managing tickets, users, organizations, and attachments. It supports various installation methods including uvx, Docker, and developer setup. The server offers multiple tools, resources, and prompts for efficient ticket management.; semble: Semble is a high-performance code search library designed for AI agents, providing instant access to precise code snippets. It offers significantly faster indexing and querying compared to transformer models, achieving 99% of their retrieval quality while running entirely on CPU without external dependencies.
01
TL;DR
Choose Zammad-MCP if…Search for open tickets using search_tickets
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
02
Side-by-Side Comparison
03
Features
Zammad-MCP01Ticket management (search, create, update, add articles, manage tags)
02Attachment support (list, download, delete)
03User & Organization management
04System information (groups, states, priorities, statistics)
05Resources and Prompts for direct data access and analysis
semble01Fast performance on CPU (indexes in ~250ms, queries in ~1.5ms)
02High accuracy (NDCG@10 of 0.854), comparable to transformer models
03Supports indexing local paths and remote Git repositories
04Functions as an MCP server for various AI agents
05Zero setup, no API keys, GPU, or external services required
04
Use Cases
Zammad-MCP↳Search for open tickets using search_tickets
↳Create a support ticket with customer details
↳Update and respond to a ticket (get ticket, add article, update state)
semble↳Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
↳Searching local or remote codebases for specific code snippets based on natural language or code queries
↳Finding semantically similar code sections related to a given file path and line number
05
Best For
Zammad-MCPTrendingAPI Integration
sembleCode AssistantRAG / Knowledge Base
FAQ
FAQ
What is the difference between Zammad-MCP and semble?
Both Zammad-MCP and semble are in the Dev Tooling category. Zammad-MCP has 32 stars, while semble has 4.5k stars.
Which is better, Zammad-MCP or semble?
The best choice depends on your use case. Choose Zammad-MCP if Search for open tickets using search_tickets, and semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities.
Is Zammad-MCP free or open source?
Yes, Zammad-MCP is open source on GitHub (AGPL-3.0).
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
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