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Tools for autonomous AI agents

About this integration

Persistent Python sandbox for token-efficient codebase exploration in MCP clients

Transport
stdio
Authentication
none
Initial setup
none
Runtime
unattended
Evidence
documented
Version
0.1.0
Package
rlm-tools
Last compatibility test
Not independently tested

Connect your agent

rlm-tools

The core local exploration tools require no API key. The optional llm_query helper sends supplied context to Anthropic and requires ANTHROPIC_API_KEY; that optional provider call is not implied by the no-auth classification of the core stdio server. Publisher documentation and executable manifest were reviewed; the package and optional provider were not executed or independently security-audited.

Capabilities: Maintain code-exploration sessions, Read, search, glob, and summarize files in a scoped sandbox, Optionally call a sub-LLM when separately configured with an API key

Connected profiles

Additional details

Registry identifier

io.github.stefanoshea/rlm-tools

Source ↗ · Checked 2026-09-17
Published version

0.1.0

Source ↗ · Checked 2026-09-17
Metadata license

CC0-1.0; package licenses are separate

Source ↗ · Checked 2026-09-17
Package ecosystem

pypi

Source ↗ · Checked 2026-09-17
Source artifact

rlm-tools

Source ↗ · Checked 2026-09-19
Source manifest version

0.1.0

Source ↗ · Checked 2026-09-19
Unattended configuration

Python 3.10+ console-script package launched by an MCP client; publisher documents session state that persists across rlm_execute calls until the session ends or times out.

Source ↗ · Checked 2026-09-19
Authentication and prerequisites

Core read, grep, glob, and tree features require no API key. ANTHROPIC_API_KEY is required only for the optional llm_query helper.

Source ↗ · Checked 2026-09-19
Connection configuration

Configure an MCP client to launch uvx rlm-tools over stdio; all core settings are optional.

Source ↗ · Checked 2026-09-19
Review scope

Publisher documentation reviewed; package and integration endpoint not executed or independently security-audited.

Source ↗ · Checked 2026-09-19