Code-Memory MCP Server

What it does

Searching large codebases to find the right context for AI assistants like Claude was a bottleneck—hurting performance, cost, and accuracy. Dumping full files into prompts blows token limits and confuses the model. Code-memory, is an open-source offline MCP server for Cursor, AntiGravity, and Claude Code. It uses local semantic search, smart delta indexing with SQLite, and keeps everything 100% offline.

MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline. - kapillamba4/code-memory

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  CodeYam CLI & MemoryMar 2026 · codeyam.com · ▲141

  Comprehensive memory management for Claude Code

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  Recall: Give Claude memory with Redis-backed persistent context2025 · npmjs.com · ▲171

  Hey HN! I'm José, and I built Recall to solve a problem that was driving me crazy. The Problem: I use Claude for coding daily, but every conversation starts from scratch. I'd explain my architecture, coding standards, past decisions... then hit the context limit and lose everything. Next session? Start over. The Solution: Recall is an MCP (Model Context Protocol) server that gives Claude persistent memory using Redis + semantic search. Think of it as long-term memory that survives context limits and session restarts. How it works: - Claude stores important context as "memories" during…

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  Claude-MemDec 2025 · cmem.ai · ▲115

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  Context SyncOct 2025 · github.com · ▲95

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  MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5Aug 2026 · github.com · ▲70

  An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents. - fellowgeek/mcp-memory

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