AgentIndex icon
AgentIndex
guild logo
guild
★ 302
vs
superlocalmemory logo
superlocalmemory
★ 255

guild vs superlocalmemory

guild: guild is a compiled Go binary with an MCP server backed by embedded SQLite, providing shared context, memory, and task coordination for AI coding agents. It allows multiple agents across different editors to share state safely using atomic locks. State persists locally and includes hybrid search (BM25+vector).; 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.

01

TL;DR

guild logo
guildRAG / Knowledge Base · ★ 302

Multi-agent coordination on the same project

Read guild full review →
superlocalmemory logo
superlocalmemoryRAG / Knowledge Base · ★ 255

IDE integration (Claude Code, Cursor, Windsurf)

Read superlocalmemory full review →
02

Side-by-Side Comparison

Field
guild logoguild
superlocalmemory logosuperlocalmemory
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 302
★ 255
License
Apache-2.0
AGPL-3.0
Install Command
curl -fsSL https://github.com/mathomhaus/guild/releases/latest/download/install.sh | sh
npm install -g superlocalmemory
Updated
1w ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-coordination, agent-memory, ai-agents
agent-memory, agent-reliability, ai-agents
03

Features

guild logoguild
01Shared context and memory across sessions
02Atomic task claims (quests) to prevent collisions
03Hybrid search (BM25 + vector) for lore
04Oath, brief, and quest system for session handoff
05Works with any MCP client (Claude Code, Codex, Cursor, etc.)
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)
04

Use Cases

guild logoguild
↳Multi-agent coordination on the same project
↳Continuity across coding sessions
↳Knowledge management for AI coding agents
superlocalmemory logosuperlocalmemory
↳IDE integration (Claude Code, Cursor, Windsurf)
↳CI/CD pipelines
↳Agent frameworks (OpenClaw, Codex, Goose)
FAQ

FAQ

What is the difference between guild and superlocalmemory?
Both guild and superlocalmemory are in the RAG / Knowledge Base category. guild has 302 stars, while superlocalmemory has 255 stars.
Which is better, guild or superlocalmemory?
The best choice depends on your use case. Choose guild if Multi-agent coordination on the same project, and superlocalmemory if IDE integration (Claude Code, Cursor, Windsurf).
Is guild free or open source?
Yes, guild is open source on GitHub (Apache-2.0).
Is superlocalmemory free or open source?
Yes, superlocalmemory is open source on GitHub (AGPL-3.0).
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Related

Alternatives to guild →Alternatives to superlocalmemory →guild details →superlocalmemory details →