Knowledge & Memory

本地优先的多 Agent 协作与自动开发工作区，集成任务编排、记忆上下文、MCP/Skill、TestAgent、Git、飞书、知识库和终端

MCP server for Flair — persistent memory for Claude Code, Cursor, and any MCP client.

Web production tools for AI agents: contrast, JP text, WebP, JSON-LD, slugs, dates and 40+ more

Agent memory MCP server with 4-type cognitive memory, hybrid search, and TTL-based forgetting.

Self-hosted memory for LLMs in TriliumNext, structured by the server and editable by you.

Local-first memory for AI agents: recall with sources, answer checks, documents, mesh, governance.

IWE: a Markdown knowledge base you and your AI agent work on together. CLI, LSP server and MCP server.

MMPL (Memory Palace) memory plugin for DeepSeek Harness — configurable MCP endpoint, local-server supervisor, and auto memory capture via the Rust DuckDB vector-memory MCP server.

Walrus Memory MCP client — single-binary stdio MCP server that bridges Cursor / Claude Desktop / Antigravity / Claude Code to the Walrus Memory relayer. Handles browser-based wallet login on first run.

MCP server delivering dependency-aware, history-enriched context for codebases

CLI engine for Monomind — an open-source MCP server for Claude Code, OpenCode, Antigravity, Kimi Code, and Codex, with a codebase knowledge graph (tree-sitter + SQLite), persistent memory, multi-agent task coordination, and session hooks. Apache 2.0 licen

Structural code intelligence for DeepSeek Harness — gives the agent codegraph and codegraph_index tools to find where a symbol is declared, what calls it, what a change reaches, and how one symbol reaches another, from a tree-sitter index it builds itself

Local-first project memory with legacy MCP and 2026 discovery compatibility.

Read, search, draft, send, and organize email through Gmail, Outlook, and IMAP/SMTP mailboxes.

MCP server that gives AI coding agents persistent memory across sessions

Claude Code plugin: a local memory of your past chats, commits and notes. Ask why, what was tried and what was true then. SQLite, no telemetry.

Local-first agentic memory: the engram MCP server launcher. Memory + knowledge graph + beliefs + code intelligence for any MCP client.

Official Model Context Protocol (MCP) server for SlashML (Claude Desktop, Cursor, Windsurf, Cline, Zed)

The in-memory store of the MCP ABAP ADT server's background runs: an IBackgroundRuns of @mcp-abap-adt/lib keeping each caller's runs and their answers in the process's memory, 16 per caller, until discarded or the process ends.

Open, local-first engram memory for AI agents: read, correct, delete; shared over MCP.