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MCPedia serves as a robust knowledge base server, enabling AI coding agents like Cursor, Claude, and Codex to access and manage persistent memory. It tackles the challenge of AI agents forgetting information between sessions by allowing users to teach agents coding patterns, project conventions, and debugging tricks once, which they will remember indefinitely. Agents can save, search, and retrieve knowledge entries—ranging from skills and rules to patterns and references—ensuring consistent access to critical information across different MCP-compatible tools. It features usage statistics, version tracking, and a write lock for controlled access, functioning as a personal wiki that AI agents can automatically read from and write to.