Memory Layer
by 3vilm33pl3
Local-first memory system for coding agents with PostgreSQL storage and semantic search.
What it does
Memory Layer provides a durable, local-first memory substrate for coding agents and developers. It transforms ephemeral session data into a searchable knowledge base, allowing agents to maintain continuity across sessions with evidence-backed retrieval.
Tools
remember: Persists a new memory or fact to the knowledge base.query: Performs hybrid semantic and lexical search to retrieve relevant project context.scan: Automatically extracts memories from project files.curate: Reviews and approves memory changes to ensure knowledge quality.graph extract: Maps the repository structure into a durable code graph for structural retrieval.
Installation
Add the following to your claude_desktop_config.json:
{
"mcpServers": {
"memory-layer": {
"command": "memory",
"args": ["mcp"]
}
}
}
Supported hosts
- Claude Desktop
- Codex
Quick install
brew install 3vilM33pl3/memory/memory-layerInformation
- Pricing
- free
- Published
- 7/28/2026
- stars
- 0
Categories
Choose your AI client and follow the steps below.
Codex
Add memory-layer to your MCP configuration or AGENTS.md skills.Claude Desktop
{
"mcpServers": {
"memory-layer": {
"command": "memory",
"args": ["mcp"]
}
}
}Related Apps
FinanceToolkit
MCP ServerProfessional-grade financial analysis toolkit for equities, options, and risk management.
DiffSitter MCP
MCP ServerAI-powered structural code navigation using tree-sitter ASTs for semantic understanding across 14+ languages.
OpenAI Apps SDK Examples
MCP AppOfficial example gallery of interactive MCP widgets for ChatGPT — 3D viewers, maps, carousels, shopping carts, and more.
Human MCP
MCP ServerGive AI agents human-like senses: visual analysis, image/video generation, speech synthesis, browser automation, and advanced reasoning — 29 MCP tools in one se
Containarium
MCP ServerSelf-hostable agent runtime with SSH-native isolation, eBPF egress policy, and MCP-native CLI.
Shopify MCP Server
MCP ServerDirect interaction with Shopify store data via GraphQL API for managing products, customers, and orders.
Git MCP Server
MCP ServerFull-featured Git MCP server exposing 28 tools for AI agents to clone, commit, branch, diff, merge, rebase, and more via STDIO or Streamable HTTP.
CodexPotter
MCP ServerAutonomous reconciliation loop that drives Codex to align your codebase with instructed states.