AgentIndex icon
AgentIndex
superlocalmemory logo
superlocalmemory
★ 255
vs
xerj logo
xerj
★ 13.1k

superlocalmemory vs xerj

superlocalmemory: SuperLocalMemory V3 is a local-first AI agent memory system that uses mathematical techniques (differential geometry, algebraic topology, stochastic analysis) to replace cloud LLM dependency. It offers three operating modes, achieves high benchmark scores, and is EU AI Act compliant.; xerj: XERJ is a single Rust binary that auto-indexes any folder (code, docs, logs, CSV, PDFs) for BM25, vector and hybrid search behind an Elasticsearch-compatible API. It plugs into Claude Code, Cursor and other MCP clients so agents retrieve exact passages instead of reading files one by one.

01

TL;DR

superlocalmemory logo
superlocalmemoryRAG / Knowledge Base · ★ 255

IDE integration (Claude Code, Cursor, Windsurf)

Read superlocalmemory full review →
xerj logo
xerjMCP Servers · ★ 13.1k

Reference coding: clone and index similar open-source repos, then retrieve how they solved a problem

Read xerj full review →
02

Side-by-Side Comparison

Field
superlocalmemory logosuperlocalmemory
xerj logoxerj
Category
RAG / Knowledge Base
MCP Servers
Stars
★ 255
★ 13.1k
License
AGPL-3.0
Apache-2.0
Install Command
npm install -g superlocalmemory
curl -fsSL https://xerj.org/get | sh
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-memory, agent-reliability, ai-agents
agent-memory, ai-agents, bm25
03

Features

superlocalmemory logosuperlocalmemory
015-channel hybrid retrieval (Semantic, BM25, Entity Graph, Temporal, Hopfield)
02Auto-learned soft prompts and adaptive memory lifecycle
03Skill evolution with performance tracking
04Tiered storage (active/warm/cold/archived)
05Trust & Security (Bayesian trust scoring, ABAC, audit trail)
xerj logoxerj
01xerj autoindex sniffs every file and creates typed indices with no schema or pipeline to write
02Code indexed with symbols and line numbers via tree-sitter, plus go-to-definition (xerj def)
03BM25 full-text, kNN vector and hybrid search behind an Elasticsearch-compatible API
04xerj init wires it into Claude Code or Cursor as an MCP server plus skill in one command
05/_memory namespaces give agents long-term memory recalled by meaning
04

Use Cases

superlocalmemory logosuperlocalmemory
↳IDE integration (Claude Code, Cursor, Windsurf)
↳CI/CD pipelines
↳Agent frameworks (OpenClaw, Codex, Goose)
xerj logoxerj
↳Reference coding: clone and index similar open-source repos, then retrieve how they solved a problem
↳Codebase Q&A and RAG with answers cited by file:line
↳Security audits and log/incident analysis across mixed file types
↳Persistent agent memory across sessions
05

Best For

superlocalmemory logosuperlocalmemory
—
xerj logoxerj
Most Popular
FAQ

FAQ

What is the difference between superlocalmemory and xerj?
Both superlocalmemory and xerj are in the RAG / Knowledge Base category. superlocalmemory has 255 stars, while xerj has 13.1k stars.
Which is better, superlocalmemory or xerj?
The best choice depends on your use case. Choose superlocalmemory if IDE integration (Claude Code, Cursor, Windsurf), and xerj if Reference coding: clone and index similar open-source repos, then retrieve how they solved a problem.
Is superlocalmemory free or open source?
Yes, superlocalmemory is open source on GitHub (AGPL-3.0).
Is xerj free or open source?
Yes, xerj is open source on GitHub (Apache-2.0).
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Related

Alternatives to superlocalmemory →Alternatives to xerj →superlocalmemory details →xerj details →