specmem
Active·★ 19·NOASSERTION·Updated 2026-03-17
★ Hidden Gem★ RAG / Knowledge Base★ Multi-Agent
SpecMem - TRUE Semantic Memory for Claude Code - Runs locally - Remembers your code base - Per-project isolation, semantic search, team coordination. https://justcalljon.pro
SpecMem is a full persistent intelligence layer for Claude Code sessions, providing semantic memory for your code projects. It ensures conversations and codebase context remain available, preventing them from vanishing when you close the terminal.
#AI Assistant#Code Memory#Semantic Search#Multi-Agent#Self-Hosted#PostgreSQL#Node.js#Developer Tools
01
Features
01Semantic Code Memory with comprehensive dependency graph analysis for over 14 languages.
02Persistent Chat Session Memory, allowing semantic search through past discussions.
03Multi-Agent Team Coordination, compatible with Claude Code Agent Teams for dynamic swarm channels.
04Self-hosted, air-gapped embedding server ensuring privacy as code never leaves your machine.
05Over 74 MCP (Memory, Code, Project) tools for enhanced interaction and project management.
02
Compatibility
Linux
OS
Verified via docs
Node.js
Runtime
Verified via docs
TypeScript
Language
Verified via docs
PostgreSQL
Database
Verified via docs
Docker
Container
Verified via docs
Claude Code Agent Teams
Integration
Verified via docs
03
Quick start
1
$ git clone https://github.com/jonhardwick-spec/specmem
2
$ cd specmem
3
$ npm install
04
Use cases
↳Developers needing persistent context and memory for their AI-assisted coding sessions.
↳Teams utilizing Claude Code Agent Teams that require a robust, persistent coordination layer and shared semantic memory.
↳Projects demanding strict data privacy, as all code analysis and embeddings are processed locally.
↳Automated codebase indexing and semantic search for large or complex software projects.
05
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Comments
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- SSage HarrisMay 10, 2026
Local execution means no cloud latency or privacy concerns for project memory.
- BBlake PatelMay 6, 2026
True semantic memory for Claude Code that runs locally and remembers project context.
- DDrew DavisMay 1, 2026
Semantic retrieval finds relevant context even with imprecise queries.
- Harley LeeMar 2, 2026
Good for developers working on long projects where re-explaining context is the bottleneck.