Model Context Protocol: Adding Memory to Any Agent in 5 Minutes

Integration is the enemy of developer velocity. To make Spector instantly usable, we packaged it with built-in Model Context Protocol (MCP) support.

MCP is a standard that allows agents to interact with tools directly.

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The Exposed Toolset

Spector's MCP server exposes 17 cognitive tools, including:

• remember: Write memories to specific tiers.
• recall: Query memory using cognitive profiles.
• reinforce: Apply dopamine reward feedback.
• suppress: Temporarily inhibit specific nodes.

Any MCP-compliant agent (like Claude Desktop or custom LangChain setups) can connect to the port and gain cognitive memory immediately.