MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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A persistent local memory for AI, LLMs, or Copilot in VS Code.
MIT ★ 237 -
Persistent Memory Community — a free, self-hosted memory service for AI agents, with structured knowledge capture, semantic search and connected project context.
MIT ★ 2 -
persistent-agent-memorygithub.com/CytrexSGR/persistent-agent-memoryupdated this year
MCP server for persistent agent memory across sessions — semantic search, typed memories, session handoffs, directory indexing
NOASSERTION -
claude-persistent-memorygithub.com/MIMI180306/claude-persistent-memoryupdated this year
Give Claude Code persistent memory across sessions. Hybrid BM25 + vector semantic search, auto-structuring via LLM, and 4-channel retrieval (MCP + hooks). Your AI assistant finally remembers.
MIT ★ 8 -
cursor-memorygithub.com/tranhuucanh/cursor-memoryupdated this year
Persistent, searchable memory for Cursor AI — You control what your AI remembers.
npm MIT -
apex-memorygithub.com/JJerryChoi/apex-memoryupdated this year
Persistent memory MCP server for AI coding agents. Ultra-lightweight (46 kB), cloud sync, works with Claude Code, Cursor, Windsurf. npm install apex-memory
MIT ★ 2 -
MCP server for persistent memory with JSON storage and atomic fact operations
npm MIT -
agent-memory-mcp-servergithub.com/aiagentkarl/agent-memory-mcp-serverupdated this year
Persistent memory for AI agents — store, retrieve and search knowledge across sessions
pypi MIT -
ai-agent-memory-mcpgithub.com/xiangzi1126/ai-agent-memory-mcpupdated this year
Agent-agnostic persistent memory as an MCP Server (SQLite + Chroma + Markdown)
MIT -
agent-memory-mcp-servergithub.com/AiAgentKarl/agent-memory-mcp-serverupdated this year
Persistent memory for AI agents — store, retrieve and search knowledge across sessions
MIT -
@shackleai/memory-mcpgithub.com/shackleai/memory-mcpupdated this year
Persistent memory for AI coding tools. The first MCP-native memory server.
npm MIT -
agent-memory-mcpgithub.com/mdfifty50-boop/agent-memory-mcpupdated this year
MCP server for persistent agent memory — remember, recall, forget across sessions
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apex-memorygithub.com/jjerrychoi/apex-memoryupdated this year
Persistent memory MCP server for AI coding agents
npm MIT -
agent-memorygithub.com/dklymentiev/agent-memoryupdated this year
Persistent memory for AI coding agents. Single binary, instant full-text search, workspaces, MCP server.
MIT ★ 4 -
codex-memorygithub.com/adriangasek/codex-memoryupdated this year
Local persistent memory for Codex agents that captures, searches, and reuses project knowledge.
npm MIT -
forkscout-memory-mcpgithub.com/Forkscout/forkscout-memory-mcpupdated this year
Standalone MCP server for persistent AI agent memory — knowledge graph, conversation history, task tracking, and self-identity. Runs on Bun.
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mcp-memory-sqlitegithub.com/pavex/mcp-memory-sqliteupdated this year
Lightweight MCP server for persistent, searchable Claude memory. Features FTS5, importance-based retrieval, and autonomous "dreaming" for memory defragmentation. No cloud, no vendor lock-in.
★ 1 -
chen-memory-mcpgithub.com/alexchenai/chen-memory-mcpupdated this year
MCP server for chen-memory — persistent memory-as-a-service for AI agents. Free 5 entries, then USDC BEP20 pay. 1-line install.
MIT -
Persistent memory for AI agents — OpenClaw plugin + MCP server
MIT ★ 12 -
MCP server that gives a local model persistent memory: remember, recall, update and forget short facts stored in SQLite, launched by LM Studio
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mcp-simple-memorygithub.com/ohsim713-cmd/mcp-simple-memoryupdated this year
Persistent memory for Claude Code via MCP. SQLite + optional semantic search. Zero native deps. Works on Windows/Mac/Linux.
npm MIT -
Universal, local-first, persistent memory layer for AI agents, LLM apps, and chatbots.
npm MIT -
zikkarongithub.com/amanhij/zikkaronupdated this year
Biologically-inspired persistent memory engine for Claude Code
pypi MIT -
claudebot-memorygithub.com/solan/claudebotupdated this year
MCP Server for persistent bot memory — stores learnings, preferences, skills and workflows in a local JSON store. Works with any MCP-compatible client (Claude Code, Claude Desktop, Cursor, etc.)
npm MIT -
local-memory-mcpgithub.com/danieleugenewilliams/local-memory-releasesupdated this year
Local Memory MCP Server - AI-powered persistent memory system for Claude Code, Claude Desktop, Gemini, Codex, OpenCode and other MCP-compatible tools
npm SEE LICENSE IN https://localmemory.co/terms -
An MCP server providing a persistent key-value memory store with semantic search for your agents
npm MIT -
mememgithub.com/tt-wang/mememupdated this year
Persistent, self-evolving memory for Claude Code — local-first, browsable Obsidian vault.
pypi MIT -
octopodagithub.com/ryjoxtechnologies/octopoda-osupdated this year
Persistent Memory Kernel for AI Agents — crash recovery, shared memory, audit trail, real-time dashboard
pypi MIT -
Engramgithub.com/keggan-std/Engramupdated this year
Persistent Memory Cortex for AI Coding Agents
npm MIT -
MCP that brings persistent agent memory to Kiro, Claude Desktop, Cursor, and any MCP client — powered by agent-memory-daemon 🧠
MIT ★ 6 -
Persistent Coordination and Memory Layer for AI Coding Agents powered by langGraph.
★ 9 -
vektor-slipstreamgithub.com/vektor-memory/vektor-memoryupdated this year
Hardware-accelerated persistent memory for AI agents. Purchase and download at vektormemory.com
npm SEE LICENSE IN https://vektormemory.com/product -
Local-first persistent memory layer for AI agents. SQLite-backed, MCP-compatible, cross-agent. Privacy: secret-blocking writes, file-only storage.
MIT ★ 2 -
Persistent memory standard for AI agents — local, portable, zero config
pypi MIT -
MCP-native persistent memory layer for AI agents across Claude Code, Cursor, VS Code, and OpenClaw.
Apache-2.0 ★ 1 -
Cognitive architecture for persistent AI agent memory. Knowledge graph with learning retrieval, ACT-R decay, and spreading activation. Markdown-native, local-first, zero cloud. MCP server + CLI.
npm Apache-2.0 -
hippodid-mcp-servergithub.com/SameThoughts/hippodid-mcp-serverupdated this year
Persistent cloud memory for AI agents — MCP server for Claude, Cursor, Windsurf. BYOK.
Apache-2.0 -
easy-memorygithub.com/flippysun/easy-memoryupdated this year
MCP persistent memory service — let AI assistants remember across sessions. Powered by Qdrant vector search + official embeddings (via OpenAI-compatible relay or Gemini Vertex AI) with Ollama fallback and hybrid retrieval (vector + BM25).
npm MIT -
@ravnltd/muninngithub.com/ravnltd/muninnupdated this year
Persistent memory for AI coding agents. Install with: npx muninn-ai
npm AGPL-3.0-only -
persistqupdated this year
MCP Server for PersistQ - Persistent Memory Management for Claude Code, GitHub Copilot CLI, and AI assistants
npm MIT -
@iflow-mcp/umitkavala-mindpmupdated this year
Persistent project memory for LLMs via MCP. Never re-explain your project again.
npm MIT -
Gnosys — Persistent Memory for AI Agents. Sandbox-first runtime, central SQLite brain, federated search, Dream Mode, Web Knowledge Base, Obsidian export.
npm MIT -
recall-mcpgithub.com/autonsol/recall-mcpupdated this year
☁️ Persistent memory MCP server for AI coding agents
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Persistent memory for AI coding sessions — captures what agents can't infer from code alone. Works with Copilot, Cursor, Claude, and Windsurf.
npm MIT -
Persistent memory for AI coding sessions — captures what agents can't infer from code alone. Works with Copilot, Cursor, Claude, and Windsurf
npm MIT ★ 8 -
engram-mcp-servergithub.com/keggan-std/engramupdated this year
Engram — Persistent Memory Cortex for AI coding agents. Gives agents session continuity, change tracking, decision logging, and project intelligence across sessions.
npm MIT -
mnemogithub.com/omermaksutii/mnemoupdated this year
Persistent memory for Claude Code. Your AI never starts from scratch again.
MIT ★ 41 -
sift-releasesgithub.com/edwardedmonds/sift-releasesupdated this year
Persistent memory for Claude Code. Preferences, patterns, and decisions that survive across sessions.
★ 2 -
Persistent memory and identity for AI minds, served as MCP tools on Postgres.
npm NOASSERTION ★ 5 -
Outcome-based persistent memory for AI coding tools (Claude Code, OpenCode)
pypi Apache-2.0 -
knowitgithub.com/ismaelkedir/knowitupdated this year
Shared team memory for AI coding agents — MCP server and CLI for persistent, queryable knowledge across sessions and teammates
npm MIT -
Shared, persistent memory for AI assistants, built on the Zettelkasten method
npm MIT ★ 7 -
melchizedekgithub.com/louis49/melchizedekupdated this year
Persistent memory for Claude Code with hybrid search (BM25 + vectors + reranker) — MCP plugin
npm MIT -
strata-mcp-servergithub.com/agenerationforwordz-tech/strataupdated this year
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
npm SEE LICENSE IN LICENSE -
@kunwarshah/claudexgithub.com/kunwar-shah/claudexupdated this year
Persistent memory + FTS5 search for Claude Code conversations. MCP server exposes your ~/.claude/projects/ history as queryable memory for any MCP-compatible AI agent.
npm MIT -
Enhanced MCP server-memory with ZeroDB cloud persistence and semantic vector search. Drop-in replacement for @modelcontextprotocol/server-memory that stores your knowledge graph in the cloud instead of local JSONL files.
npm MIT -
Persistent memory and agent lifecycle for Claude Code — because sessions shouldn't start from zero.
MIT ★ 24 -
YantrikDB — Cognitive memory for AI agents. Persistent semantic recall, knowledge graph, contradiction detection, and procedural learning. Ships as embeddable engine, network database, or MCP server.
pypi MIT -
Local-first memory, hybrid RAG, and agent personalization for AI coding agents (OpenCode, Claude Code, Codex, Gemini CLI, Antigravity). MCP server + CLI with persistent context, document ingestion, vector + SQLite FTS5 retrieval, sync, setup, and safe uni
npm MIT -
Persistent memory for AI assistants — semantic search, knowledge graph, and MCP server integration. Built in Rust.
Apache-2.0 ★ 20