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 -
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-native persistent memory layer for AI agents across Claude Code, Cursor, VS Code, and OpenClaw.
Apache-2.0 ★ 1 -
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 -
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 -
Memory System for Cursor using MCP - Provides persistent context awareness for Claude
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 -
Persistent memory for AI coding agents. MCP server that gives Claude, Cursor, and Windsurf institutional knowledge across sessions
NOASSERTION ★ 3 -
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot. Give your AI assistants long-term memory via the Model Context Protocol.
npm MIT -
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 -
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot. Long-term memory via Model Context Protocol with semantic search, Git sync, and team collaboration.
npm MIT ★ 2 -
🧠 MCP Server that reduces AI coding agent token usage by 80-99%. Knowledge graph + persistent memory + smart compression for Claude, Cursor, Copilot, and any MCP-compatible agent.
MIT ★ 4 -
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 -
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 -
MCP that brings persistent agent memory to Kiro, Claude Desktop, Cursor, and any MCP client — powered by agent-memory-daemon 🧠
MIT ★ 6 -
Universal persistent memory layer and context manager for AI agents, Claude, Cursor, and LLMs via Model Context Protocol (MCP)
npm Apache-2.0 -
🕸️ Persistent SQLite Knowledge Graph & Cross-Session Memory MCP Server in Python for Claude Desktop, Cursor & Autonomous AI Agents.
MIT ★ 1 -
soul-mcpgithub.com/christian140903-sudo/soul-mcpupdated this year
Local-first persistent memory and an auditable runtime for Claude, Cursor, Windsurf and any MCP client. Provenance, conflict handling, receipts and no cloud.
npm MIT -
JustOnce MCP plugin — persistent memory for Cursor, Claude, ChatGPT, VS Code and any MCP client
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 -
memrigithub.com/sarthakk337/memriupdated this year
Persistent graph-based memory for Claude Code, Cursor and Codex — cross-session recall via MCP
pypi MIT -
@anmolsrv/sigilgithub.com/anmol-srv/cortexupdated this year
Persistent memory for AI coding agents. Local-first knowledge engine with atomic facts, entity graph, and hybrid retrieval. Auto-integrated with Claude Code via hooks; MCP-native for Cursor, Continue, Cline, Windsurf, and any other MCP client.
npm ISC -
Give your AI coding agent persistent memory — stop re-reading files every conversation. MCP server for Claude Code, Claude Desktop, Cursor, and other AI coding tools.
pypi MIT -
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 -
Universal, cross-tool persistent memory bank for AI assistants (Claude Code, Cursor, Windsurf, OpenCode, Codex) powered by FastMCP, Gemini embeddings & Supabase pgvector.
MIT ★ 5 -
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 -
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 -
@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 -
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 -
Persistent Knowledge Graph Memory for AI Coding Agents. Adds long-term context (goals, strategies, preferences) to Cursor, Windsurf, & VS Code via MCP.
MIT ★ 16 -
Institutional memory for AI coding agents. Scars, wins, and patterns that persist across sessions. MCP server for Claude Code, Cursor, OpenClaw...
npm MIT ★ 9 -
Persistent decision memory for AI coding agents. MCP server for Claude Code, Cursor, Cline.
MIT ★ 12 -
Loomgithub.com/Kaushik-hub306/Loomupdated this year
Shared memory for AI agents — an MCP server that gives Claude Code, Cursor, and Claude Desktop persistent team knowledge.
MIT ★ 2 -
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 local-first memory for AI coding agents: MCP server + CLI for Claude Code and Cursor. SQLite FTS5 search, secret redaction, project isolation.
npm MIT -
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 -
🧠 Persistent local-first memory for AI coding agents — MCP server + CLI for Claude Code & Cursor. SQLite FTS5, secret redaction, project isolation.
npm MIT ★ 14 -
Shared, persistent memory for AI agents. Self-hosted MCP server with semantic search, vector RAG, and live updates. Works with Claude, Cursor, Codex, and any MCP client.
MIT ★ 28 -
Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, VS Code Copilot, Codex, Windsurf & any MCP client. No vector DB — just markdown + git sync.
MIT ★ 144 -
Persistent memory for AI coding tools, in an open portable format. Sync Claude, Cursor, Gemini, Copilot, Windsurf + 6 more across machines via MCP. E2E-encrypted sync. MIT.
npm MIT ★ 15 -
Official Model Context Protocol (MCP) server for Cowpin — dual-species persistent memory vault for Claude, Cursor, and autonomous AI agents.
MIT -
chat-relay-mcpgithub.com/akshatmalik-bruh/clientrelaymcpupdated this year
Powerful Cross-IDE Context Sharing via MCP. Persistently sync AI memories and chat sessions between Cursor, VS Code, and more.
npm MIT -
Persistent project memory shared by every AI coding agent: Claude Code, Cursor, Codex, Gemini CLI, Windsurf and any MCP client. Auto-captures decisions, injects them back next session.
NOASSERTION -
Norngithub.com/samad001z/Nornupdated this year
Persistent, local-first memory for AI coding agents. Give Claude Code and Cursor memory across sessions over MCP — and see and edit exactly what your AI remembers. Open source, no API key, no cloud.
MIT ★ 3 -
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 -
vibe-light-mcpgithub.com/PhanHug93/vibe-light-mcpupdated this year
🧠 MCP server that gives AI coding agents persistent memory, tech stack detection, and secure command execution. Works with Cursor, VS Code, Claude, Windsurf & more.
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codeatlas-mcpgithub.com/giauphan/codeatlas-mcpupdated this year
🧠 MCP server giving AI assistants (Gemini, Claude, Cursor, Windsurf, Copilot) deep codebase understanding — 10 tools + persistent memory. Install: npx @giauphan/codeatlas-mcp
MIT ★ 1 -
Git-native persistent memory & task graph for AI coding agents (Claude Code, Cursor, Antigravity). Zero Dolt. Zero Go. Pure TypeScript.
npm MIT -
CodeAtlasgithub.com/giauphan/CodeAtlasupdated this year
🗺️ AI-powered code analysis for VS Code, Cursor & Windsurf — MCP server with 10 tools + persistent AI memory across conversations. TypeScript, JavaScript, Python, PHP.
MIT -
Free, local memory and rules hub for AI coding tools: persistent memory for Claude Code, Codex, Cursor and Gemini CLI. One SQLite store over MCP, REST and CLI. Rules sync to CLAUDE.md and AGENTS.md. claude-mem alternative.
npm Apache-2.0 ★ 10 -
AI memory for AI agents — a local-first MCP server that gives Claude Code, Cursor, Codex, opencode and other AI hosts persistent memory in one SQLite file: semantic, keyword, timeline and verbatim recall, single binary, no cloud. 小本本 (XiaoBenBen) · AGPL-3.0.
AGPL-3.0 -
Persistent cognitive memory for AI agents — drop-in MCP server for Claude Code, Cursor, and Windsurf with temporal decay, contradiction detection, a knowledge graph, and autonomous consolidation, backed by the YantrikDB Rust engine.
MIT ★ 25 -
myndgithub.com/oxHive/myndactive
Persistent memory MCP server for AI coding agents. Injects project context at session start, stores architectural decisions, and recalls preferences works with Claude Code, Cursor, Windsurf, OpenCode, Kimi, and Codex.
AGPL-3.0 ★ 2 -
hermit-graphgithub.com/kimbapquyenduy/hermit-graphupdated this year
Persistent memory for AI coding agents. Knowledge graph with 4-tier taxonomy, confidence scoring, and MCP protocol support for Claude Code, Cursor, Gemini CLI, Windsurf, Cline, Codex, and OpenCode.
npm MIT -
Local, persistent memory for AI agents (MCP server). Plain JSON on your disk; fact-level search with an optional local semantic layer; corrections replace old facts; stale-value warnings; secrets kept out; a browser page to read, edit and merge it. One command installs it in Claude Code, Claude Desktop, Codex and Cursor.
npm MIT ★ 8 -
Persistent memory for coding agents: an MCP server for Claude Code, Claude Desktop, Cursor and VS Code Copilot. Install once from npm or PyPI, then it runs offline.
npm MIT ★ 2 -
MCPediagithub.com/pouriya/MCPediaupdated this year
Persistent memory for AI coding agents (Cursor, Claude, Codex & others), served over MCP.
BSD-3-Clause ★ 3 -
Shared, persistent memory for your AI coding assistants (Claude Code, Copilot, Cursor, Gemini CLI, Codex…): a local MCP server and CLI that hand work over between tools automatically.
MIT ★ 8 -
anchor-dbgithub.com/jolovicdev/anchor-dbupdated this year
MCP server that gives AI coding agents persistent memory of your codebase: notes pinned to files, spans, and symbols that survive refactors. Works with Claude Code, Cursor, and any MCP host.
MIT