semble
★ 4.5k
vs
federal-compass-mcp
★ 12
semble vs federal-compass-mcp
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.; federal-compass-mcp: federal-compass-mcp connects Claude to the official USAJobs API, translating federal job descriptions into plain language and helping tech professionals transition to federal careers. It provides tools for searching jobs, analyzing CVs, and explaining federal concepts.
01
TL;DR
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
Choose federal-compass-mcp if…Find senior software developer jobs in a specific location
02
Side-by-Side Comparison
03
Features
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
federal-compass-mcp01Search federal job openings with filters
02Translate job descriptions into plain language
03Analyze your CV against job postings
04Explain federal concepts (GS grades, clearances, etc.)
05Save and reference your CV locally
04
Use Cases
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
federal-compass-mcp↳Find senior software developer jobs in a specific location
↳Understand GS-13 pay and grade details
↳Check if you qualify for a specific job posting
05
Best For
sembleCode AssistantRAG / Knowledge Base
federal-compass-mcpTrendingAPI Integration
FAQ
FAQ
What is the difference between semble and federal-compass-mcp?
Both semble and federal-compass-mcp are in the RAG / Knowledge Base category. semble has 4.5k stars, while federal-compass-mcp has 12 stars.
Which is better, semble or federal-compass-mcp?
The best choice depends on your use case. Choose semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities, and federal-compass-mcp if Find senior software developer jobs in a specific location.
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
Is federal-compass-mcp free or open source?
Yes, federal-compass-mcp is open source on GitHub (MIT).
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