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agentmemorymcp-mcp — Claude Code MCP server: setup guide

A hosted remote memory service for AI agents. It stores observations, queries graph relationships, and records audit logs across development sessions.

Install into Claude Code · Platform CLI: remote server All methods and platforms ↓
claude mcp add --transport http agentmemorymcp-mcp https://agentmemorymcp.clauxel.com/mcp
Open on GitHub

What agentmemorymcp-mcp does

The server operates over HTTP at https://agentmemorymcp.clauxel.com/mcp. Four remote tools are available: memory_smart_search, memory_save_observation, memory_session_summary, and memory_graph_query. They help agents retrieve past context and inspect connected facts.

Production calls require a bearer token. Without Authorization: Bearer <token>, the endpoint responds with a JSON error. The public repository provides documentation only, keeping the backend private.

What it helps with

  • store runtime agent observations using memory_save_observation
  • retrieve relevant past context with memory_smart_search
  • generate structured session summaries for agent workflows
  • inspect entity connections through memory_graph_query

Example prompts for the agent

  • Record the key design decisions from our refactoring session into memory
  • Search previous agent memories for API credential formats
  • Query the memory graph for dependencies between the auth and payment modules

How to install agentmemorymcp-mcp

Platform CLI: remote server

claude mcp add --transport http agentmemorymcp-mcp https://agentmemorymcp.clauxel.com/mcp

Step by step, with commands for each platform: How to add an MCP server to Claude Code, Codex, Cursor, VS Code, Gemini CLI and more

Questions about agentmemorymcp-mcp

How to install agentmemorymcp-mcp in Claude Code?

Run claude mcp add --transport http agentmemorymcp-mcp https://agentmemorymcp.clauxel.com/mcp in your terminal. You will also need to supply the bearer token issued from the product website.

What does agentmemorymcp-mcp do?

It connects coding agents to hosted persistent storage. The server tracks context observations, exposes graph queries, and collects structured audit receipts.

Can this MCP server run locally?

No, it is a remote hosted service with proprietary infrastructure. Working with it requires an HTTP endpoint connection alongside an authenticated bearer token.

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