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What is it?

MemContext provides a hosted MCP server that gives AI assistants persistent memory through the Model Context Protocol. No local installation or infrastructure required. The server handles input validation, project name normalization, and formats responses for assistant consumption. All business logic — deduplication, classification, hybrid search — runs in the MemContext API.

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Connection URL

https://mcp.memcontext.in/mcp
Authenticate with your API key via the MEMCONTEXT-API-KEY or X-API-Key header. See MCP Setup for client-specific configs.

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Tools

The server exposes four tools:
ToolPurpose
save_memoryPersist durable knowledge across sessions
search_memoryFind relevant memories using hybrid search
memory_feedbackRate a retrieved memory as helpful, outdated, or wrong
delete_memoryRemove a memory by ID

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Agent instructions

For best results, add the recommended agent instructions to your client’s preferences file. These tell the assistant when to search, when to save, and how to use categories and projects. The full instructions block and per-client file paths are documented in the MCP Setup guide.