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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project-memorygithub.com/hozakar/project-memoryupdated this year
Engineering decision memory for AI-assisted coding — captures the why behind your code
MIT -
Local cross-project work memory for AI coding tools (Claude Code, Codex, any MCP client): one sentence to resume, automatic handoff at the end.
MIT -
Project Memorygithub.com/Dankaro-projects/project-memoryno update data
Keep project decisions, evidence, outcomes and reviewed lessons in local SQLite. Retrieve bounded context through three MCP tools and inspect history in an offline HTML viewer. Codex hooks capture execution mechanically; interpretation and lesson acceptance remain explicit. Requires local Python 3.11+.
smithery -
@iflow-mcp/umitkavala-mindpmupdated this year
Persistent project memory for LLMs via MCP. Never re-explain your project again.
npm MIT -
Local-first project memory for AI coding tools on Windows. Connect Claude Code, Codex and Copilot through MCP, with an Obsidian knowledge graph and desktop companion.
MIT ★ 2 -
Project memory and a control plane for AI coding agents, over MCP.
npm MIT -
mcp-shared-memorygithub.com/ideas-net-studio/mcp-shared-memoryupdated this year
MCP server for AI Agents project based and shareable memory management
npm MIT -
@allpepper/memory-bank-mcpgithub.com/alioshr/memory-bank-mcpupdated this year
MCP server for remote management of project memory banks
npm MIT -
An MCP server that enables AI agents to persistently store and retrieve project information from a memory file.
MIT ★ 2 -
MCP server for remote management of project memory banks. Requires MEMORY_BANK_ROOT environment variable.
npm MIT -
Shared project memory for Claude Code, Codex and Cursor: decisions, corrections, overlap warnings.
npm MIT -
Project-scoped MCP memory router: per-project SQLite index and raw data, plus a global project registry.
MIT ★ 1 -
iflow-mcp_enhanced-mcp-memorygithub.com/cbunting99/enhanced-mcp-memoryupdated this year
Enterprise-grade MCP server with sequential thinking, project convention learning, and intelligent memory management
pypi MIT -
Self-hosted MCP server for shared AI project memory and human-approved living documentation across ChatGPT, Claude, and Codex.
Apache-2.0 -
@iflow-mcp/moonx010-hive-memorygithub.com/moonx010/hive-memoryupdated this year
Cross-project memory layer for AI coding agents — MCP server that maintains context, decisions, and knowledge across workspaces
npm MIT -
Claude Code Memory - Standardized project memory system for Claude Code
npm MIT -
crossmemgithub.com/crack525/crossmemupdated this year
Cross-project memory for AI coding agents
pypi MIT -
tack-cligithub.com/khuper/tackupdated this year
Accurate project memory for coding agents, kept in sync with the codebase.
npm MIT -
claude-memory-bridgegithub.com/lewenw/claude-memory-bridgeupdated this year
Cross-project memory sharing for Claude Code and Cowork. Namespaces let projects share knowledge without polluting global scope.
pypi MIT -
Proof-carrying project memory with multi-language graphs, session receipts, exact recovery, relevant cited recall, provider usage accounting, and optional client-encrypted shared knowledge.
npm Apache-2.0 -
locus-memorygithub.com/magnifico4625/locusupdated this year
Persistent project-aware memory for AI coding tools. Built on MCP. Knows your project, remembers your decisions, costs almost nothing.
npm MIT -
@nova-mcp/mcp-novagithub.com/jagdeepsinghdev/nova-memoryupdated this year
Zero-config AI project memory with live file watching and MCP integration
npm MIT -
MCP server that maintains project memory across Claude conversations — records decisions, pipelines, and constraints in human-editable JSON. Zero dependencies.
MIT ★ 1 -
Local-first AI memory system for coding agents: desktop app, CLI, and MCP server for durable project context, handoffs, recall, and task continuity.
MIT ★ 11 -
Project-local MCP memory server for AI coding agents. Knowledge graph stored in .mcp/ inside each repo — isolated per project, Git-friendly JSON, dual-buffer (durable graph + active context).
Apache-2.0 ★ 11 -
MCP server for VibePlanner AI - Integrate project management and collaborative memory into Claude Desktop
npm MIT -
loregithub.com/yimwoo/loreupdated this year
Persistent cross-project memory for Codex — rules, decisions, and context that follow you.
★ 1 -
Local code intelligence and project memory for Codex and Claude Code. Explore TypeScript, JavaScript and Prisma through call graphs, model usage and source context. Project-scoped MCP server with a shared CLI.
MIT ★ 1 -
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 -
Trail's MCP server: your team's issue tracker and the project's durable memory, scoped to the folder your coding agent has open.
npm MIT -
Persistent memory & issue tracking for AI coding agents — todos, changelogs, plans, sprints & session handoffs in one cross-project database over MCP. Built for Claude Code.
MIT -
Trail's MCP server: gives your coding agent your team's tracker and the project's durable memory, scoped to the folder you have open.
npm MIT -
Your project remembers across coding agents. Compact, cited project memory for Codex, Claude Code, Cursor, and compatible tools.
npm Apache-2.0 ★ 3 -
@mseep/dev-memory-serverstale
MCP server for persistent development memory across projects
npm -
@lh8ppl/core-memory-kitgithub.com/lh8ppl/core-memory-kitupdated this year
cmk — the CLI for core-memory-kit. Per-project, in-repo memory system for Claude Code.
npm MIT -
global-memory-mcpgithub.com/ozankasikci/global-agent-memoryupdated this year
Local-first, project-aware durable memory through a versioned MCP interface
pypi MIT -
brain-ai-memorygithub.com/hahyun-lee/brain-ai-memoryupdated this year
Local project memory for Codex and Claude Code across sessions
pypi MIT -
codex-memorygithub.com/adriangasek/codex-memoryupdated this year
Local persistent memory for Codex agents that captures, searches, and reuses project knowledge.
npm MIT -
claude-memory-bridgegithub.com/LewenW/claude-memory-bridgeupdated this year
Cross-project memory sharing for Claude Code. One command install: claude mcp add memory-bridge -- uvx claude-memory-bridge
MIT ★ 6 -
hive-memorygithub.com/moonx010/hive-memoryupdated this year
Cross-project memory for AI coding agents. MCP server that maintains context, decisions, and knowledge across workspaces. Fully local.
MIT ★ 8 -
dendrite-wiki-mcpgithub.com/mfillalan/dendrite-wiki-mcpupdated this year
Local-first MCP server that gives AI coding agents a living, browser-viewable project wiki and a project-local memory store, so the agent stays oriented and the human stays in control.
npm Apache-2.0 -
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 -
Project memory for coding agents: decisions, constraints and failed approaches as plain Markdown notes, with an MCP server. Early 0.1 preview.
MIT -
Turn MEMORY.md into project-scoped, versioned memory for Codex, Claude Code, and MCP agents across sessions.
MIT ★ 5 -
Local-first MCP memory server for AI coding agents with compact retrieval and project/global scopes.
MIT ★ 10 -
Local-first MCP memory server for AI coding agents with compact retrieval and project/global scopes.
pypi MIT -
Local-first, project-scoped MCP memory server for AI coding assistants
MIT -
harbormaster-mcpgithub.com/fleetq/harbormasterupdated this year
Multi-project MCP router + operator dashboard for Claude Code, Codex, Cursor. Ask any local or SSH-reachable project a question without `cd` — the project's subagent loads its own CLAUDE.md and Serena memories and answers. Ships with a live web console: KPI strip, inter-project network graph, trace waterfall, memory editor, multi-axis budgets. Part of the FleetQ ecosystem.
pypi MIT -
Local-first, project-scoped MCP memory server for AI coding assistants.
npm MIT -
claude-code-memorygithub.com/d2a8k3u/claude-code-memoryupdated this year
A Claude Code plugin that gives Claude fully automatic, per-project cognitive memory with hybrid search, session lifecycle hooks, and local embeddings.
MIT ★ 8 -
cross-project memory tool for AI agents
MIT ★ 1 -
Agent-first project management for Drupal 11: projects, wiki and durable agent memory as content entities, with a built-in MCP server
GPL-2.0 -
Memory management for AI agents through project phases
MIT ★ 2 -
Project-scoped local memory for AI coding agents over MCP
npm PolyForm-Noncommercial-1.0.0 -
Persistent Memory Community — a free, self-hosted memory service for AI agents, with structured knowledge capture, semantic search and connected project context.
MIT ★ 2 -
A powerful, production-ready context management system for Large Language Models (LLMs). Built with ChromaDB and modern embedding technologies, it provides persistent, project-specific memory capabilities that enhance your AI's understanding and response quality.
MIT ★ 5 -
@mashware/domain-memory-servergithub.com/mashware/domain-memoryupdated this year
Domain Memory MCP server (stdio). Local-first MCP server that serves the business-domain knowledge of a project to any MCP-compatible agent.
npm Apache-2.0 -
An enhanced MCP (Model Context Protocol) server for intelligent memory and task management, designed for AI assistants and development workflows. Features semantic search, automatic task extraction, knowledge graphs, and comprehensive project management.
MIT ★ 33 -
Local-first, project-aware memory MCP server for Claude Code, Codex, and other AI agents, with Obsidian and an owner dashboard.
MIT ★ 15 -
Local AI conversation memory: projects as books, tasks as chapters, and cited evidence pages. Python + SQLite, adaptive pagination, MCP, and reproducible benchmarks.
MIT ★ 3