Nelly Elephant MCP Server

An elephant never forgets — and neither should your AI. Search and resume past Claude Code conversations via MCP.

Local serverstdio

What is the Nelly Elephant MCP Server?

An elephant never forgets — and neither should your AI. Search and resume past Claude Code conversations via MCP.

What the server does

Personality, visuals, the whole elephant. Designed for human consumption.

Nelly is an MCP server that searches your past Claude Code session transcripts (JSONL files stored in ~/.claude/projects/) and helps you find and resume old conversations. It searches across ALL projects at once, regardless of which project you're currently working in.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
nelly_instructionsReturns usage guide, platform info, sessions directory status, and diagnostics
nelly_searchKeyword search across all past sessions. Supports max_results (1-100), days_back (1-3650), and project filter
nelly_contextExpanded context from a specific session — surrounding lines around matches
nelly_recentLists most recent sessions by modification time. Supports count (1-100) and project filter

How to install the Nelly Elephant MCP Server

{
  "mcpServers": {
    "nelly": {
      "command": "nelly-elephant-mcp",
      "args": []
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Example prompts to try

  • “Use Nelly Elephant MCP to nelly instructions.”
  • “Use Nelly Elephant MCP to nelly search.”
  • “Use Nelly Elephant MCP to nelly context.”

Frequently asked questions

An elephant never forgets — and neither should your AI. Search and resume past Claude Code conversations via MCP. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.