project-memory MCP servers & tools

19 Model Context Protocol servers tagged “project-memory”, ranked by usage. Connect any of them to Claude Desktop, Cursor or Windsurf in one step.

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KLYPIX Project Brain
Active state management for multi-agent coding: a shared, versioned project brain over MCP.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 10
Mindpm
Persistent project memory for LLMs via SQLite. Never re-explain your project again.
Databases
Upvotes: 0Installs: 0GitHub stars: 9
Workfile
Repository-native protocol and local MCP server for Work, Docs, History and durable project Memory.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 3
CLEO MCP Server
Task management protocol for solo developers and AI coding agents with 2-gateway CQRS pattern
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 160
MCP Server
keepgoing-dev
Project memory for AI coding sessions. Auto-captures checkpoints on git commits, branch switches, and inactivity, then provides re-entry briefings so AI assistants pick up where you left off. Local-first, no account required.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 3
Projectmind
Persistent project memory for AI coding agents: one compact digest instead of re-reading the repo.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 2
AI Dev Analytics
LWTlong
An open-source observability layer for AI coding. Silently tracks dev tokens/time and auto-codifies AI deviations into persistent project rules.
Monitoring
Upvotes: 0Installs: 0GitHub stars: 8
Gpp
Project knowledge graph with history-checked belief staleness, changeset proposals, cost reporting
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 2
Linklore MCP
linklore
AI-native structured memory for coding agents — typed lore/doc entries with status and links, read and written by agents via MCP.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 1
Agent Wiki
Hosted markdown project wikis your team's AI assistants read, search, and update over MCP.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1
Context Keeper
Project memory for Claude: decisions, pipelines, and constraints across conversations.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 1
Gmem
Persistent, Solana-aware project memory for AI coding agents. Typed entities + git-aware diffs.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: 1
Vivac
Provenance tree for coding agents: where you are, why, and what was already decided
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1
F
FairMind Project Context
Project memory for coding agents: requirements, decisions, code graph and delivery telemetry.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: —
Gagarin Cloud
Deploy and operate containers on Gagarin Cloud: services, databases, domains, logs, rollbacks.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
C
Chip MCP
Project memory, tasks and Telegram notifications for your coding agent. Chip account required.
Communication
Upvotes: 0Installs: 0GitHub stars: —
Reasonbook
Reasonbook: decisions that survive the session, in a local record AI agents keep.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
L
Listspace
Project memory for AI agents: read and keep the user's Listspace boards up to date.
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: —
S
Sync82
Persistent, structured project memory for AI coding agents, stored locally in SQLite.
Databases
Upvotes: 0Installs: 0GitHub stars: —