semble
★ 4.5k
vs
sverklo
★ 69
semble vs sverklo
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.; sverklo: Sverklo is an open-source, local-first MCP server for code intelligence that provides AI coding agents with symbol graphs, blast-radius analysis, and git-pinned memory. It is MIT-licensed, requires no API keys, and runs entirely on the user's machine. It includes 37 MCP tools for code search, impact analysis, review, and bi-temporal memory.
01
TL;DR
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
Choose sverklo if…Find code without knowing the exact string
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
sverklo01Local-first: code never leaves your machine
02Symbol graph and blast-radius analysis
03Bi-temporal git-pinned memory
0437 MCP tools for code intelligence
05MIT-licensed open source
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
sverklo↳Find code without knowing the exact string
↳Prove dead code with certainty using symbol references
↳Risk-scored review of git diffs before merging
05
Best For
sembleCode AssistantRAG / Knowledge Base
sverkloTrendingCode AssistantMemory & Context
FAQ
FAQ
What is the difference between semble and sverklo?
Both semble and sverklo are in the RAG / Knowledge Base category. semble has 4.5k stars, while sverklo has 69 stars.
Which is better, semble or sverklo?
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 sverklo if Find code without knowing the exact string.
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
Is sverklo free or open source?
Yes, sverklo is open source on GitHub (MIT).
→