//01Premise

Install Tools Architecture Benchmarks Languages

Claude remembers your code.
Even when you don't.

Mneme is a local-first persistent memory layer for AI coding assistants. It survives Claude's context compaction, remembers your codebase across sessions, and runs entirely on your laptop — no cloud dependencies, no API keys.

//02Install · One command

One line. Any platform.

Native macOS, Linux, Windows. Every install downloads directly from dist.stryxlabs.com, verifies SHA-256, and registers the MCP server.

macOS · arm64 / x86_64

$ curl -fsSL https://mneme.stryxlabs.com/install.sh | bash

Linux · x86_64 / arm64

$ curl -fsSL https://mneme.stryxlabs.com/install.sh | bash

Windows · PowerShell

PS> irm https://mneme.stryxlabs.com/install.ps1 | iex

First-run sanity

$ mneme daemon start
$ mneme build .
$ mneme recall "auth handler"
$ mneme doctor

//0349 MCP tools · all local

49 tools. Zero cloud.

Every query the AI needs — recall, blast radius, call graph, audit suite — local, deterministic, audited.

Core query

find_references
call_graph
blast_radius
recall_concept
god_nodes
dependency_chain
architecture_overview
smart_questions

Code analysis

detect_patterns
find_duplicates
convention_check
security_audit
performance_scan
drift_detection

File & symbol

search_files
read_file
list_symbols
get_symbol_info
resolve_path

Memory & history

step_resume
step_verify
recall_decision
history_search

Workspace

audit_corpus
project_health
storage_stats
rebuild_shards

Multimodal

ingest_pdf
extract_images
transcribe_audio
process_video

Configuration

get_config
set_config
export_config
validate_rules

Admin

health
metrics
doctor
snapshot
restore
logs
status
version

//04Architecture · 4 layers

What runs on your machine.

AI host → MCP wire → Mneme daemon → local store. Everything sits on your disk. Nothing routes to a third-party cloud.

i · AI HOSTClaude Code · Cursor · Codex · Windsurf · Zed · Gemini · Qwen — 19+ AI tools wired ▼ MCP over stdio ▼ ii · MCP WIREModel Context Protocol · JSON-RPC 2.0 · stdio · localhost · 8 Claude Code hooks ▼ ▼ ▼ iii · MNEME DAEMONRust supervisor + watchdog · symbol resolver (Rust / TS / Py) · 3-model embedder (BGE · Qwen · Phi-3) · file watcher · 11 scanners · optional local LLM (llama.cpp) ▼ 127.0.0.1 ▼ iv · LOCAL STORE27 storage layers (sharded SQLite) · WAL · auto-VACUUM · graph diff · 5 export formats

One round-trip: blast_radius("handleLogin") takes ~20ms p95. Zero network calls.

//05Benchmarks

Faster. Cheaper. Done.

Against 4 code-graph MCPs on a 50K+ LOC, 400+ file workspace.

Metric	Mneme	tree-sitter	CRG	graphify
Total wall time	411 s	734 s	1,111 s	478 s
Cost per answer	$0.97	$1.38	$1.20*	$0.93
Index build time	23 s	per-query	41 s	13 s
Features shipped	7 of 7	0 of 7	0 of 7	0 of 7

Annualized savings, 100 developers @ 50 queries/day: $512,500/yr vs tree-sitter · $287,500/yr vs CRG.

//06Languages · 27 supported

27 languages. One graph.

Tree-sitter grammars across 27 languages, with real symbol resolvers for Rust, TypeScript, and Python (more coming).

CC++C#Clojure CSSDartElixirElm ErlangGoHaskellJava JavaScriptJSONJuliaKotlin LuaOCamlPHPPython RRubyRustScala SwiftTypeScriptYAML

//07Install · Reach

Stop grepping. Start recalling.

One line installs it. Your AI starts answering harder questions tomorrow.

Install Mneme ↗ Visit Stryx Labs

[email protected]

Mneme · v0.4.1 Genesis · A work of Stryx Labs · Anish Trivedi & Kruti Trivedi · MMXXVI · License

Claude remembers your code.Even when you don't.