#knowledge-management

🧠 Automated AI conversation recording and knowledge management system with MCP integration for Claude Desktop, VSCode, and Cursor

Lspace is an open source mcp server and standalone application that eliminates context-switching friction by letting you capture insights from any AI session and instantly make them available across all your tools - turning scattered conversations into persistent, searchable knowledge.

Read and write structured notes, projects, tasks, decisions, blockers, and stakeholders in a personal knowledge graph. Traverse entity relationships across projects. Query by project, entity type, date range, or keyword. Create and manage AI agent tasks. Access daily briefings and project health summaries. Returns structured JSON. Supports 10 tools, 7 resources, and 6 prompts.

Mirror of

Official Lexiang MCP Server

Persistent memory for any AI assistant. Zero token cost until recall. Stores memories locally in SQLite, ranks by 6-factor scoring, returns results in TOON compact format (79% smaller than JSON). 17 MCP tools, 20 HTTP endpoints, 25 CLI commands. 4 tiers from keyword to autonomous with local LLMs via Ollama. 97.8% recall accuracy on ICLR 2025 LongMemEval benchmark. Works with Claude, ChatGPT, Grok, Cursor, Windsurf, Continue.dev, OpenClaw, Llama, and any MCP client. Open source, MIT licensed, written in Rust.

Structured Decision Optimization Framework (SDOF) MCP Server - Next-generation knowledge management with 5-phase optimization workflow

A Model Context Protocol (MCP) stdio server that exposes Discourse forum capabilities as tools for AI agents. Works with all deployments of discourse.org, self hosted or cloud hosted. just generate an API key to connect.

Give Claude and Cursor persistent memory of everything you've captured — emails, decisions, web research.

Bookmark manager with a native MCP server. Save, tag, and search links — accessible to Claude Code, Cursor, and any MCP-compatible AI agent.

Make your knowledge agent-ready. Connect docs from Confluence, Notion, GitHub, Dropbox, or Google Drive — any AI agent searches them via one MCP endpoint. 3 retrieval modes: vector search for precision, broad search for exploration, full document access as fallback. The agent decides how deep to dig.

Give your AI long-term memory. Hjarni is a note-taking app with a built-in MCP server. Claude and ChatGPT can search, read, create, and organize your notes. Markdown, folders, tags, and custom AI instructions per folder.

Persistent memory MCP server for Claude. Store decisions, code snippets, and knowledge that survives across sessions. Features semantic search, Git integration (auto-sync commits/PRs), task tracking, memory snapshots, and team collaboration.

Multilingual AI study tool. Paste any public video URL to get a structured Knowledge Pack — summary, key ideas, glossary, quiz, transcript with timestamps — in Spanish, Portuguese, German, or English. Ships as an MCP server with one anonymous tool (vozclara_generate_pack) plus three OAuth-protected tools (search_my_library, ask_video, export_anki). Cloudflare Workers + Llama 3.3 70B (free/Pro) or Claude Sonnet 4.5 (Pro Plus). Free tier requires no signup. A LEON MARÉ product.

Persistent semantic memory for AI assistants, delivered over the Model Context Protocol. Save thoughts, documents, web pages, and PDFs to your brain once then recall them by meaning from Claude, ChatGPT, or any MCP-compatible client. One memory, every AI.

Superfact is a remote MCP server that turns your agent's output into a beautiful, shareable public page. Call superfact.publish with structured JSON and a template, and get a clean public URL back in seconds. No model in the publish path: JSON in, templated HTML out. Vendor-neutral and MCP-native. Free during preview.