aleph: Skill + MCP server to turn your agent into an RLM

by Hmbown · MCP Server · ★ 217

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install aleph

pip install "aleph-rlm[mcp]"
git clone https://github.com/Hmbown/aleph.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 74/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

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Quick Facts

Stars217
Forks25
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score74/100
Open Issues3
Last Updated2026-04-11
Created2025-12-15
Platformsmcp, python
Est. Tokens~527k

About aleph

Aleph Aleph is an MCP server and skill for Recursive Language Models (RLMs). It keeps working state — search indexes, code execution, evidence, recursion — in a Python process outside the prompt window, so the LLM reasons iteratively over large codebases, long-lived projects, logs, documents, and data without burning context on raw content. Why Aleph: Load once, reason many times.

Compatible Skills

These tools work well together with aleph for enhanced workflows:

  • AsyncReview — semantic(0.32)+complementary+same_lang+similar_pop+shared_platform (56%)
  • rlm-rs — semantic(0.32)+complementary+rare_topics+similar_pop (46%)

aleph alternative? Top 6 similar tools

Looking for a aleph alternative? If you're comparing aleph with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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  • Kaimon.jl by kahliburke · ⭐ 66

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  • Awesome-MCP-Servers by YuzeHao2023 · ⭐ 1.1k

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  • agentic-radar by splx-ai · ⭐ 1.1k

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  • awesome-devops-mcp-servers by rohitg00 · ⭐ 1.0k

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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