Roampal Core MCP Server

<strong>Two commands. Your AI coding assistant gets outcome-based memory.</strong>

Local serverstdioPython

What is the Roampal Core MCP Server?

Two commands. Your AI coding assistant gets outcome-based memory.

Credentials and setup notes

  • Python 3.10+ - One of: Claude Code or OpenCode - Platforms: Windows, macOS, Linux (primarily developed and tested on Windows) - RAM: ~800MB available (cross-encoder reranker + embeddings + ChromaDB) - Disk: ~500MB for models (multilingual embedding + reranker, downloaded automatically on first use) - CPU: Any modern x86-64 processor with AVX2 (Intel Haswell 2013+ / AMD

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
search_memoryDeep search across all collections
add_to_memory_bankStore permanent facts (identity, preferences, goals)
update_memoryCorrect or update existing memories
delete_memoryRemove outdated info
score_memoriesScore previous exchange outcomes
record_responseStore key takeaways from significant exchanges

How to install the Roampal Core MCP Server

{
  "mcpServers": {
    "roampal-core": {
      "command": "uvx",
      "args": ["roampal"]
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

  • Python 3.10+ - One of: Claude Code or OpenCode - Platforms: Windows, macOS, Linux (primarily developed and tested on Windows) - RAM: ~800MB available (cross-encoder reranker + embeddings + ChromaDB) - Disk: ~500MB for models (multilingual embedding + reranker, downloaded automatically on first use) - CPU: Any modern x86-64 processor with AVX2 (Intel Haswell 2013+ / AMD

Example prompts to try

  • “Use Roampal Core to search memory.”
  • “Use Roampal Core to add to memory bank.”
  • “Use Roampal Core to update memory.”

Frequently asked questions

<strong>Two commands. Your AI coding assistant gets outcome-based memory.</strong> Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.