Long-Term Memory for AI Agents
Memory layers and knowledge graphs, such as Mem0, Letta and Graphiti, that let an agent remember people and facts between sessions.
Local code context tool for coding agents. Runs offline as a CLI or MCP server, with call graphs, affected-test lookup and Apache 2.0 licensing.
2.4KUpdated 1 day agoApache-2.0
macOS · Windows · Linux#Agent Skills#Git integration#MCP
ripwire helps AI coding agents find relevant code and assess changes without filling their context with whole files. It runs offline on your machine as a self-contained binary, with a CLI and an optional MCP server. It's for developers who want their agents to spend less context on repository research and check the effects of their edits.
Agent MemoryAI Code ReviewMCP Servers and Agent Skills+0
Local memory for coding assistants that searches existing session history on macOS, Linux and Windows. MIT licensed, with offline indexing and search.
1.1KUpdated 7 hours agoMIT
macOS · Windows · Linux#Agent Skills#MCP#Persistent memory
deja-vu gives coding assistants a shared memory of work already recorded on your machine. It searches sessions from before you installed it, so developers can recover an old fix or carry context between Claude Code, Codex CLI, Cursor and opencode without starting a separate collection of notes.
Agent MemoryMCP Servers and Agent Skills+0
A self-hosted Python framework for AI agent memory that tracks changing facts. Apache 2.0 licensed, with support for local LLMs and cloud APIs.
31.3KUpdated 1 day agoApache-2.0
Docker#Hybrid search#Knowledge graphs#llama.cpp backend
Graphiti is a self-hosted Python framework for developers building AI agents that need to remember changing facts. It builds knowledge graphs from conversations, structured records and unstructured text, so an agent can query current information or recover what was true earlier. It's open source under Apache 2.0.
Agent MemoryLLM Libraries and SDKsMCP Servers and Agent Skills+0
TypeScript AI agent framework that runs locally or on your server, with memory, MCP, evaluations, and models from OpenAI, Anthropic, and Gemini.
28.4KUpdated 21 hours ago
Web#Human approval#LLM tracing#MCP
Mastra is a TypeScript framework for developers building AI agents and applications on their own servers or inside existing web apps. Its server runs locally or as a standalone deployment; Mastra Cloud provides a hosted alternative. Model routing connects to providers such as OpenAI, Anthropic, and Gemini, so running the framework locally doesn't keep those model requests on your machine.
Agent FrameworksAgent MemoryAI Workflow AutomationLLM Evaluation and TestingLLM Observability and Tracing+0
MCP coding toolkit that runs locally and connects to Claude Code, Codex and other clients, with language-server tools and a JetBrains backend.
29.9KUpdated 1 day ago
Docker · JetBrains#Code execution#MCP#Persistent memory
Serena is a locally run MCP toolkit that gives AI coding agents access to code structure: functions, classes and the references between them. It's for developers who want their agent to find and change specific parts of a codebase without reading whole files or relying on text matching. It requires an LLM client and works with Claude Code, Codex, OpenCode, Cursor and OpenWebUI.
Agent MemoryCode Completion and IDE ExtensionsMCP Servers and Agent Skills+0
Local AI memory captures screen activity and audio on macOS, Windows, and Linux, with searchable history, on-device models, and MCP access for agents.
21.8KUpdated 20 hours ago
macOS · Windows · Linux#MCP#Multimodal input#Ollama integration
Screenpipe records screen activity and audio as searchable local history that AI agents can use as context. It's for people who want to recall past work and teams that want agents to draft follow-ups or update work records using what actually happened. Raw history stays on your device by default.
Agent MemoryAutomation and No-Code AIMCP Servers and Agent SkillsMeeting Notes and TranscriptionSpeech-to-Text and Transcription+0
An open source Python framework for AI agents with persistent memory, durable execution, and control over complex workflows.
42.5KUpdated 2 hours agoMIT
#Human approval#Multi-agent workflows#Persistent memory
LangGraph is a free, MIT-licensed Python framework for developers building AI agents that need to keep state and handle complex tasks. It gives teams control over how an agent moves between steps, where people can intervene, and what happens when a long-running task is interrupted.
Agent FrameworksAgent MemoryLLM Libraries and SDKs+0
An AI agent memory layer with Apache 2.0 self-hosted code and a managed service. It recalls user and agent context across sessions.
66.3KUpdated 5 days agoApache-2.0
Browser Extension#Persistent memory#Semantic search
Mem0 is a memory layer for developers building AI agents and assistants that need to recall earlier interactions. It retains user, session, and agent context across conversations, so an assistant can remember preferences or a support bot can refer to past tickets. The self-hosted code is open source under Apache 2.0; Mem0 also has a managed service.
Agent MemoryLLM Libraries and SDKs+0
A collection of locally run MCP reference servers for developers connecting AI clients to files, Git repositories, persistent memory and web content.
90.7KUpdated 1 week ago
Windows#Git integration#Knowledge graphs#MCP
MCP Reference Servers is a collection of locally run examples for developers building connections between AI applications and external tools or data. Maintained by the MCP steering group, the servers demonstrate the protocol and its SDKs. They're educational implementations, so developers should assess security requirements before using them in production.
Agent MemoryMCP Servers and Agent SkillsWeb Scraping for AI+0
Deprecated Zep Community Edition provides self-hosted, time-aware agent memory using Docker and separate LLM and embedding services.
getzep/zepAgent Memory
Docker#Hybrid search#Knowledge graphs#OpenAI-compatible API
Zep Community Edition v1.0.2 is a deprecated, unsupported self-hosted memory service for developers building AI agents and conversational assistants. This legacy edition uses the Apache 2.0 license. It turns chat history into a knowledge graph that records how facts change over time, so an assistant can distinguish a user's current preferences from earlier ones.
Agent Memory+0
An on-device AI memory tool that captures work across apps, stores memories locally, and supplies context to Claude, Cursor and other MCP assistants.
pieces.appAgent Memory
#MCP#Persistent memory#RAG
Pieces runs in the background on your computer and builds a searchable history of your work across apps. It's for people who need to recover a decision, find earlier research or resume a task after switching between tools. Memories stay on your machine by default.
Agent MemoryAI Notes and Knowledge BasesMCP Servers and Agent SkillsPersonal AI Assistants+0
An open-source terminal AI agent that runs on your machine with Ollama or cloud models, edits files, executes code, and supports persistent tasks.
4.4KUpdated 19 hours agoMIT
macOS · Windows · Linux · Web · JetBrains#Agent Client Protocol#Code execution#Git integration
gptme is a self-hosted AI agent that works directly in your terminal, with access to your files and installed tools. It's for developers who want a coding assistant in their own environment, and people who want an agent for data analysis or other knowledge work. The software is free under the MIT license and doesn't require a gptme account.
Agent MemoryAutonomous Coding AgentsComputer and Browser AgentsMCP Servers and Agent SkillsTerminal Coding Agents+0
Self-hostable AI agent SDK with an MIT-licensed core, generative UI, shared app state, and integrations for React, Angular, Vue, Slack, and Teams.
37.6KUpdated 19 hours agoMIT
iOS · Android · Web#Human approval#MCP#Persistent memory
CopilotKit is a self-hostable SDK for developers building AI agents into web and mobile apps, Slack, or Microsoft Teams. Agents can display interactive charts and forms using an app's own components, read shared app state, and take actions through frontend tools, APIs, or MCP tools.
Agent MemoryLLM Libraries and SDKs+0
A coding assistant toolkit for Claude Code and Codex, with local Markdown memory, MIT-licensed workflows, and support for self-hosted model endpoints.
269.7KUpdated 20 hours agoMIT
Windows#Guardrails#MCP#Multi-agent workflows
ECC is a free, MIT-licensed open source toolkit that adds repeatable engineering workflows to coding assistants. It runs alongside your chosen agent and works with self-hosted models or cloud providers through that agent's supported endpoints. It's for developers who want planning, testing and review to follow a consistent process across coding sessions.
Agent MemoryAI Code ReviewGuardrails, Security and SandboxingMCP Servers and Agent Skills+0
An open-source AI agent platform with persistent memory. Run agents locally or on a self-hosted server, with desktop apps for macOS, Windows, and Linux.
25KUpdated 3 weeks agoApache-2.0
macOS · Windows · Linux#Persistent memory
Letta is an open-source platform for AI agents that retain memory across conversations and use experience to improve over time. Formerly called MemGPT, it's for people building or using assistants that need continuity beyond a single chat. Agents can run locally or on a self-hosted server.
Agent FrameworksAgent MemoryAI Bots for Chat AppsDesktop Chat AppsTerminal Chat Clients+0
An open-source AI agent memory platform that runs locally on CPU, connects to Claude Code and Codex, and supports self-hosting or managed cloud hosting.
31.2KUpdated 21 hours agoApache-2.0
Docker · Web#Knowledge graphs#MCP#Multi-user access
Cognee gives AI agents persistent memory across sessions, connecting documents, code, and conversations in a searchable knowledge graph. It's for developers who want agents to retain project context and teams whose knowledge sits across tickets, discussions, and repositories. The Python package is open source under Apache 2.0.
Agent MemoryAI Notes and Knowledge BasesMCP Servers and Agent SkillsRAG Frameworks and Pipelines+0
