superlocalmemory — MCP Server by qualixar

by qualixar · MCP Server · ★ 136

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About superlocalmemory

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

agent-memoryagent-reliabilityai-agentsclaude-codecursorknowledge-graphllm-memorylocal-firstmcpmcp-server

Quick Facts

Stars136
Forks14
LanguagePython
CategoryMCP Server
LicenseAGPL-3.0
Quality Score37.3/100
Open Issues8
Last Updated2026-05-05
Created2026-02-05
Platformsclaude-code, mcp, python
Est. Tokens~1736k

Compatible Skills

These tools work well together with superlocalmemory for enhanced workflows:

  • mengram — semantic(0.28)+complementary+same_lang+similar_pop+shared_platform (60%)
  • code-review-graph — semantic(0.22)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • omega-memory — semantic(0.35)+complementary+same_lang+similar_pop+shared_platform (57%)

superlocalmemory alternative? Top 6 similar tools

Looking for a superlocalmemory alternative? If you're comparing superlocalmemory with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • Ori-Mnemos by aayoawoyemi · ⭐ 243

    Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

  • memtrace-public by syncable-dev · ⭐ 115

    Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code ·

  • omega-memory by omega-memory · ⭐ 110

    Persistent memory for AI coding agents

  • memorix by AVIDS2 · ⭐ 392

    Open-source cross-agent memory layer for coding agents via MCP. Compatible with Cursor, Claude Code, Codex, Wi

  • swarmvault by swarmclawai · ⭐ 378

    The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Bui

  • yantrikdb-server by yantrikos · ⭐ 137

    Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memorie

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Frequently Asked Questions

What is superlocalmemory?

superlocalmemory is World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. . It is categorized as a MCP Server with 136 GitHub stars.

What programming language is superlocalmemory written in?

superlocalmemory is primarily written in Python. It covers topics such as agent-memory, agent-reliability, ai-agents.

How do I install or use superlocalmemory?

You can find installation instructions and usage details in the superlocalmemory GitHub repository at github.com/qualixar/superlocalmemory. The project has 136 stars and 14 forks, indicating an active community.

What license does superlocalmemory use?

superlocalmemory is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to superlocalmemory?

The top alternatives to superlocalmemory on Agent Skills Hub include Ori-Mnemos, memtrace-public, omega-memory. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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