Koskamo

RLM Tools MCP

RLM Tools is an open-source MCP server that provides a persistent, sandboxed Python workspace for codebase exploration. It keeps file data server-side to reduce LLM context usage, allowing agents to perform grep, file reads, and analysis without dumping raw data into the conversation. This reduces token consumption by 25-35% in typical workflows, enabling agents to explore more code within context limits.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

RLM Tools MCP logo, by stefanosheaCommunity listingLocal stdioSource reviewed; not executedPublished by stefanoshea
Vendor documentation

What you can do with it

  • Perform grep searches across a codebase and summarize results
  • Read multiple files and analyze content server-side
  • Explore directory structures and find files by pattern
  • Run incremental Python analysis within a persistent session

Source and maintenance

Community listingRegistry 0.1.0
mcp-registry: io.github.stefanoshea/rlm-tools@0.1.0Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

rlm-tools 0.1.0

pypiuvx
rlm-tools package definition
{
  "version": "0.1.0",
  "transport": "stdio",
  "identifier": "rlm-tools",
  "runtimeHint": "uvx",
  "registryType": "pypi"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "rlm-tools-mcp": {
      "command": "uvx",
      "args": [
        "rlm-tools==0.1.0"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "rlm-tools-mcp": {
      "command": "uvx",
      "args": [
        "rlm-tools==0.1.0"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "rlm-tools-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "rlm-tools==0.1.0"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "rlm-tools-mcp": {
      "command": "uvx",
      "args": [
        "rlm-tools==0.1.0"
      ]
    }
  }
}

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