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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cursor-memorygithub.com/tranhuucanh/cursor-memoryupdated this year
Persistent, searchable memory for Cursor AI — You control what your AI remembers.
npm MIT -
cursor-memory-servergithub.com/TbusOS/cursor-memory-serverupdated this year
A persistent memory system for Cursor IDE — Hooks + MCP hybrid, auto-recall at session start, dual-layer global/project memory, bilingual full-text search.
★ 1 -
cursor-mem0github.com/xwqiang/cursor-mem0updated this year
AI agent memory layer (mem0-compatible) powered by Cursor SDK
pypi Apache-2.0 -
cursor-mem0github.com/xwqiang/cursor-mem0updated this year
mem0-compatible AI agent memory via Cursor SDK (CURSOR_API_KEY). Local embeddings, Qdrant, MCP for Cursor IDE.
Apache-2.0 ★ 1 -
mcp-shared-memorygithub.com/Ideas-Net-Studio/mcp-shared-memoryupdated this year
Universal Shared MCP Memory Server - Multi-tool compatible memory management for AI assistants across Claude Desktop, Cursor, Windsurf, Cline, and more.
MIT ★ 5 -
🕸️ Persistent SQLite Knowledge Graph & Cross-Session Memory MCP Server in Python for Claude Desktop, Cursor & Autonomous AI Agents.
MIT ★ 1 -
agent-memory-sitegithub.com/nikopastore/agent-memory-siteupdated this year
Compile your Markdown vault into a portable agent memory. One build, every agent: Claude, Codex, Cursor, MCP, llms.txt.
npm MIT -
Persistent project and user memory for Claude Code, Cursor, and Codex: an MCP server with semantic search, memory hooks, and remember/forget skills
MIT -
Free local memory MCP server (SQLite) for Claude Desktop & Cursor — by Jipbap Kitchen
MIT -
Intelligent context memory MCP server for VSCode/Cursor - Dynamic Context Swapping with semantic eviction
npm MIT -
Engineering memory for coding agents: the decisions, fixes and constraints behind your code, with who recorded them, the files and the commit, recalled by every agent on the team in Claude Code, Codex, Cursor, Copilot and 60+ MCP clients. Self-hosted community edition; Recallium Cloud at recallium.ai.
NOASSERTION ★ 58 -
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 -
One memory for every AI agent — self-hosted long-term memory over MCP/REST for Claude Code, Codex, Cursor, Gemini CLI, VS Code, OpenClaw, and more.
NOASSERTION ★ 3 -
cortex-memorygithub.com/SKULLFIRE07/cortex-memoryupdated this year
Persistent AI memory for Claude Code, Cursor & Cline. Auto-captures decisions, patterns and context across sessions. Zero-config VSCode extension + CLI + MCP server.
MIT ★ 9 -
cortex-ai-memorygithub.com/skullfire07/cortex-memoryupdated this year
Persistent memory for AI coding assistants. Auto-captures decisions, patterns, and context from Claude Code sessions. Works with Cursor, Cline, Copilot via MCP. Never re-explain your codebase again.
npm MIT -
memrigithub.com/sarthakk337/memriupdated this year
Persistent graph-based memory for Claude Code, Cursor and Codex — cross-session recall via MCP
pypi MIT -
Universal, cross-tool persistent memory bank for AI assistants (Claude Code, Cursor, Windsurf, OpenCode, Codex) powered by FastMCP, Gemini embeddings & Supabase pgvector.
MIT ★ 5 -
cursor-cortexgithub.com/flores-ac/cursor-cortexupdated this year
Structured memory system for AI assistants. Eliminates context loss with branch notes, tacit knowledge, and project context. Local MCP integration for Cursor IDE.
NOASSERTION ★ 4 -
mcp-memory-servergithub.com/beach55607-max/mcp-memory-serverupdated this year
Long-term memory for AI coding agents. Works with Claude Code, ChatGPT, Cursor, Gemini CLI, VS Code Copilot, Windsurf, Claude Desktop, Codex CLI. Deploy once to Cloudflare Workers (free), use everywhere.
MIT ★ 8 -
@ijfw/memory-servergithub.com/ferroxlabs/ijfwupdated this year
Cross-platform persistent memory server for IJFW. 14 MCP tools (memory + admin/update + brain). Works with 15 platforms: 14 via MCP (Claude Code, Codex, Gemini CLI, Cursor, Windsurf, Copilot, Hermes, Wayland, OpenCode, QwenCode, Cline, KimiCode, OpenClaw,
npm MIT -
The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.
MIT ★ 78 -
Universal MCP Server: Dynamic SQLite-backed code knowledge graph memory & AST context router for AI agents (Cursor, Claude Desktop, Antigravity, Windsurf).
MIT -
Local-first persistent memory MCP server for Claude Code, Codex, Cursor, Qwen Code, and AI coding agents. Cross-session, cross-agent SQLite memory.
pypi MIT ★ 6 -
One shared, versioned memory for Claude Code, Cursor, Codex, and every MCP agent. Local-first, offline, MIT.
npm MIT -
mhn-ai-agent-memorygithub.com/shahzebqazi/mhn-ai-agent-memoryupdated this year
AI agent memory using Modern Hopfield Networks — no LLM calls, no database, one matrix multiply. MCP server for Cursor, Claude Code, and other AI coding agents.
MIT ★ 5 -
memory-vaultactive
Portable AI memory over a local folder or hosted vault, served via MCP — one memory shared across models and harnesses (Claude, ChatGPT, Codex, Cursor). Per-project spaces plus a shared org layer, stored as plain markdown you own.
npm MIT -
Causal project memory for coding agents: corrections first in every session, and a guard that blocks the edit that writes a withdrawn value back. 4 MCP tools, ~670 tokens. Claude Code · Codex · Cursor · GitHub Actions
MIT -
MCP-native persistent memory layer for AI agents across Claude Code, Cursor, VS Code, and OpenClaw.
Apache-2.0 ★ 1 -
Persistent local memory for Claude, Cursor & Codex. 21 MCP tools, hybrid retrieval (BM25 + vector RRF), bi-temporal queries, contradiction detection. SQLite + Knowledge Graph. No cloud, no API keys. npx @studiomeyer/local-memory-mcp
npm MIT ★ 16 -
Persistent memory for AI coding sessions — captures what agents can't infer from code alone. Works with Copilot, Cursor, Claude, and Windsurf.
npm MIT -
tensorygithub.com/kryptogrib/tensoryupdated this year
Tensory — Claim-native MCP Memory Server. LLM claim extraction → Graph + Vector + SQLite. Zero-setup persistent memory for Claude, Cursor & any MCP client.
MIT ★ 4 -
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 -
Local-first long-term memory for AI agents. MCP, hooks, and handoff across Cursor, Claude, and other IDEs — no cloud, no API keys.
MIT ★ 5 -
Long-term memory for AI agents over MCP — CLI and MCP memory server for Claude Code, Cursor, Codex and more. Part of Ramorie.
MIT ★ 1 -
Auditable, local-first memory for AI agents in one SQLite file. MCP server for Claude Code, Cursor and Codex. npm: mnemosy-ai
npm MIT ★ 160 -
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 -
Agent memory for Claude Code, Cursor, Codex: MCP server + Graph RAG over your Obsidian or markdown notes, a search layer for a Karpathy-style LLM Wiki. Wikilinks are the graph, SQLite the only store.
pypi MIT ★ 15 -
Local-first, audited memory MCP for Claude Code, OpenAI Codex, Gemini CLI, Cursor, Cline, Continue and OpenCode. Your agent gets a navigable cognitive map instead of a bloated context file. Zero cloud. SQLite local storage. Every mutation audited.
Apache-2.0 ★ 7 -
Mnemoverse Agent Memory for VS Code and Cursor: persistent memory for your coding agent that learns from outcomes, with shared rooms. Browser sign-in, no key to paste. MIT.
MIT ★ 1 -
JustOnce MCP plugin — persistent memory for Cursor, Claude, ChatGPT, VS Code and any MCP client
MIT -
Cross-agent memory for AI coding tools: one self-hostable knowledge graph shared by Claude Code, Codex, OpenCode, Cursor, and the agents you build.
Apache-2.0 ★ 68 -
agent-memory-bankactive
Memory for AI coding agents that outlives the session: save where the work stands, pick it up in the next session or from another agent. An MCP server for Claude Code, Cursor and other MCP apps; notes are kept on Agent Memory Bank (x402trinity.com Marketp
npm BUSL-1.1 -
Kireo memory MCP — long-term memory for Claude Code, Cursor, Cline & any MCP client. Shared namespaces, hybrid search, local code indexing.
MIT -
One memory for you and your AI agents: ChatGPT, Claude, Gemini, Grok, Codex, Cursor, OpenCode and any AI agent that speaks MCP.
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Persistent per-project memory for Claude Code, Kiro, Cursor & Codex - plain markdown committed with your code, captured prompt-free, auto-injected at session start, recalled by meaning (local semantic search, zero API). Cross-project persona, cited recall, searchable session history.
MIT ★ 7 -
One memory for all your AI tools. Local, private, and always up to date. Works with Claude, Cursor, Ollama and any MCP app.
MIT ★ 12 -
MCP plugins for Claude Code, Cursor, Gemini CLI and VS Code that give your AI agent local memory and context in Tisty: tasks, notes and documents on your disk.
npm Apache-2.0 ★ 1 -
hansardactive
Local-first memory layer for AI coding agents: archive, search, and recall Claude Code, Codex, and Cursor conversations and memory files, with an MCP server.
npm MIT -
RAMen's memory in any app that runs MCP servers on your computer: Claude Desktop, Cursor, VS Code, Windsurf, Zed, Codex and more.
MIT -
AI memory for Claude Code, Cursor, Codex, Windsurf, and every MCP agent: one shared, versioned memory in a local MCP server. Offline, no API key.
npm MIT ★ 15 -
Persistent Knowledge Graph Memory for AI Coding Agents. Adds long-term context (goals, strategies, preferences) to Cursor, Windsurf, & VS Code via MCP.
MIT ★ 16 -
Tell one AI, they all know: one memory on your Mac, shared by Claude Code, Codex and Cursor over MCP.
npm MIT ★ 2 -
Shared, structured memory for AI coding agents — MCP server + CLI. One memory layer for Claude Code, Codex, Cursor & every MCP client.
MIT ★ 12 -
Self-hosted MCP server for AI agent memory — 14 core tools, profile-based tiering (86+ available). 88.2% LoCoMo. Works with Claude, Cursor, Windsurf.
MIT ★ 9 -
Local-first MCP memory governance for coding agents — Codex, Claude Code, Cursor, Grok, and Trae. Shared rules, deduplication, token insights, audit, and rollback.
MIT ★ 4 -
memroamactive
Portable AI memory over a local folder or hosted vault, served via MCP — your memory roams with you across models and harnesses (Claude, ChatGPT, Codex, Cursor). Per-project spaces plus a shared layer, stored as plain markdown you own.
npm MIT -
Local personal agent memory for Cursor and Claude Code. Private to your machine — never shared.
npm MIT -
Agent memory you can audit. Every lesson cites its source; trace a bad memory and remove it with a receipt. Local-first MCP server for Claude Code, Cursor and Cline.
npm Apache-2.0 -
Persistent, local-first memory for Claude Code, Codex, Cursor, Gemini CLI, OpenClaw and any MCP agent — cited Markdown, bitemporal history, no hosted account.
Apache-2.0 ★ 4 -
The personal operating system for AI agents: memory, tools and hooks in one relational data bank of plain text, for Claude Code, Codex and Cursor. Memory is space; time is CPU cycles.
Apache-2.0