CodexClaude CodeCursorGeneric
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mcp ยท tool profile
Semble
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
mcp CodexClaude CodeCursorGeneric
01
At a glance.
A compact read before the deeper capability notes and official setup links.
02
Core features.
Feature cards focus on what the tool helps users do, not generated setup commands.
Fast and Accurate Code Search for Agents.
Semble is a code search library built for agents.
Indexing and searching a full codebase end-to-end takes under a second, with ~200x faster indexing and ~10x faster queries than a code-specialized transformer, at 99% of its retrieval quality (see benchmarks).
Run it as an MCP server or call it from the shell via AGENTS.md and any agent (Claude Code, Cursor, Codex, OpenCode, etc.) gets instant access to any repo.
Your agent queries Semble in natural language (e.g.
Set it up as an MCP server or via AGENTS.md:
Add Semble to Claude Code (requires uv):
Using another agent harness?
04
Agent / Skill / MCP / Workflow fit.
This panel keeps technical format separate from the user-facing AI category.
05
Official setup path.
Generated install snippets are intentionally not mirrored here because they drift. The page links to source-owned setup docs instead.
06
Evidence and adoption notes.
These notes help a user decide whether to investigate the official project further.
Source repository last pushed at 2026-05-19T18:42:13Z.
Generated from source metadata; confirm operational details in the official project before adopting it.
Review the upstream license, maintenance activity, and issue history before using it in production.
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