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sverklo
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sverklo

Active·★ 82·MIT·Updated 2026-08-12

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.

#ai-agents#bm25#claude-code#code-intelligence#code-review#code-search#cursor#developer-tools
$ Install
$ npm install -g sverklo && cd your-project && sverklo init
↗ Visit site★ GitHub
01

Features

01Local-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
02

Compatibility

Claude Code
Claude Code
Verified via docs
Cursor
Cursor
Verified via docs
Windsurf
Windsurf
Verified via docs
Zed
Zed
Verified via docs
VS Code
VS Code
Verified via docs
JetBrains
JetBrains
Verified via docs
03

Quick start

1
$ npm install -g sverklo
2
$ cd your-project
3
$ sverklo init
04

Use cases

↳Find code without knowing the exact string
↳Prove dead code with certainty using symbol references
↳Risk-scored review of git diffs before merging
05

Alternatives

⚡Top VS:
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memtrace-public★ 504
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AiDex★ 46
MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your codebase. 50x less context than grep.
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remindb★ 129
An agentic memory database that cuts session tokens by 75–99%. One portable SQLite file — your agent's memory, anywhere.
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origin★ 86
Local-first Rust daemon for AI work. Git-versioned memories, distilled wiki pages, sessions for Claude Code, Cursor, Codex, and any MCP client.
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zenii★ 24
Your machine's AI brain. One 20MB binary gives every tool, script, and cron job shared AI memory + 133 API routes. Desktop app, CLI, Telegram — all connected. Rust-powered.
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agent-tool★ 24
MCP tool server for AI coding agents -- encoding-aware file tools, binary analysis, DAP debugger, SSH/SFTP, process memory, and more
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totem★ 17
The persistent memory and context layer for AI agents.
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xerj★ 13.1k
Local-first search engine and MCP server for AI agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.
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On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
sverklo /
sverklo
↗

The local-first MCP server for code intelligence — symbol graph, blast-radius, git-pinned memory. Open-source alternative to Greptile/Sourcegraph for Claude Code & Cursor.

82MIT
Last commit2mo ago
StatusActive
CategoryMemory & Context
Links
Documentation↗Discussion↗Issues↗Releases↗
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