A
licenseA
qualityA
maintenanceLocal-first memory engine for AI-agent teams: private/team/project ACL, associative recall, and federated sync across nodes. One SQLite file, no LLM required.
12
3
Apache 2.0
70,707 servers. Updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
io.github.bitrise-io
design.60fps
io.github.signerlabs
dev.busymate
"iOS" matching MCP servers:
- Alicense-qualityDmaintenanceAn LLM-native decision tracking system that captures unexpected engineering outcomes as 'pressure events' to build a persistent learning foundation. It enables AI assistants to manage cases, log surprises, and promote recurring insights into global or project-specific knowledge bases.13MIT
- Alicense-qualityCmaintenanceMCP server that provides AI agents with persistent memory, cross-agent sharing, and context management, enabling them to remember conversations, track complex tasks, and evolve skills across tools.2MIT
- Flicense-qualityDmaintenanceExposes the Integrated Memory System (IMS) capabilities, including session management, memory storage, and RAG-based context search, via the Model Context Protocol. It allows MCP-aware clients to interact with IMS backends to maintain long-term memory and context across sessions.
nodeland-mcpofficial
AlicenseAqualityCmaintenanceMCP server that lets agents create and update persistent concept maps via the NodeLand API, returning shareable URLs for humans to view, embed, and keep editing.41MIT- AlicenseAqualityAmaintenancePersistent operational state for AI agents. Decisions, plans, priorities, and patterns that survive across sessions. Not conversation logs; structured project state with enforcement.22355MIT
Copus MCP Serverofficial
AlicenseAqualityDmaintenanceAn MCP server that allows AI assistants to search and retrieve human-curated content recommendations from Copus.250MIT- AlicenseAqualityDmaintenanceProvides persistent, decay-aware memory for AI applications by integrating the Smara Memory API through semantic search and Ebbinghaus forgetting curves. It enables tools to store, search, and manage long-term user context with importance-based ranking and automatic decay.728MIT
Lspace MCP Serverofficial
FlicenseAqualityFmaintenanceAn open-source server implementing the Model Context Protocol (MCP) that enables capturing insights from AI sessions and transforming them into persistent, searchable knowledge accessible across tools.78- AlicenseAqualityBmaintenanceXMemo is a secure, user-owned memory substrate and context engine for AI agents, CLIs, IDEs, and LLM workspaces. Exposed over Streamable HTTP MCP, it empowers agents with cross-session memory, task continuity, and personalized context. Key Features: * Personalized Context: Stores and recalls developer preferences, project guidelines, and coding patterns via semantic vector search. * Agent Daily Me2813412MIT
- AlicenseAqualityBmaintenanceMCP server for StudioMeyer Academy that connects Claude Code, Cursor, or Claude Desktop to track learning progress in the Memory-First AI Operator curriculum. It enables users to view lessons, complete quizzes, earn certificates, and run spaced-repetition reviews directly in chat.12531MIT
- AlicenseBqualityCmaintenanceMCP bridge for PDF Content Search — full-text PDF search with Apple Vision OCR across thousands of documents in under a second from Claude, Cursor, or any MCP client. Advanced filters (date, category, sender, amount), wildcards, boolean operators. Bridge open-source (MIT), PDF Content Search app is commercial with free iOS+Android companion scanner apps.841MIT
- AlicenseBqualityBmaintenanceMCP server for Contextium — pipe team SOPs, coding standards, agents, skills, and workflows directly into Claude, Cursor, and other AI coding assistants.67MIT
- AlicenseBqualityAmaintenanceMCP server for coding-os, a cognitive operating system that gives AI agents memory, structure, and discipline. It exposes tools for project management, task tracking, knowledge graphs, and cognition traces to Claude Code and Codex.874Apache 2.0
- AlicenseBqualityDmaintenanceA Model Context Protocol server that provides persistent storage, categorization, and retrieval of bookmarks through AI clients like Claude. It allows users to manage web links using custom categories and includes options for local JSON storage or AWS S3 synchronization.215Apache 2.0
- Alicense-qualityAmaintenanceStores architectural decisions in a SQL database for persistent AI agent memory, enabling cross-session continuity and duplicate detection.1,8824Apache 2.0
Echoes MCP Serverofficial
Alicense-qualityAmaintenanceEnables AI integration with the Echoes storytelling platform, providing narrative knowledge graph extraction, semantic search, and arc isolation.363MIT
Geniro Graphiti MCPofficial
Alicense-qualityBmaintenanceA Model Context Protocol server that provides Claude CLI with a Graphiti knowledge-graph memory backed by Neo4j, featuring synchronous writes and no silent ingestion failures.Apache 2.0
studiomeyer-memoryofficial
Alicense-qualityBmaintenanceAI memory server with 53 tools. Knowledge Graph, semantic search, session tracking, multi-agent support.4MIT
Doc Bridgeofficial
Alicense-qualityAmaintenanceTurn repository documentation into deterministic, executable handoffs for coding agents through MCP, CLI, and CI—without an LLM or API key.4701MIT
