Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval And Synthesis For SLMs

by FractalAIResearchLabs · Agent Tool · ★ 64

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

Security audit verdict: SAFE · quality 62/100

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.

agentartificial-intelligencedeep-searchfunction-callinginformation-seekingllmmulti-agentreinforcement-learningtool-useweb-agent

Quick Facts

Stars64
Forks10
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score62/100
Open Issues2
Last Updated2025-10-07
Created2025-09-09
Platformsbrowser, python
Est. Tokens~2022k

About Fathom-DeepResearch

Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval And Synthesis For SLMs -

Compatible Skills

These tools work well together with Fathom-DeepResearch for enhanced workflows:

  • ToolRegistry — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • agent-skill-induction — semantic(0.22)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • MetaClaw — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • LiteMultiAgent — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • LiteWebAgent — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)

Fathom-DeepResearch alternative? Top 6 similar tools

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

  • VT.ai by vinhnx · ⭐ 118

    VT.ai - multimodal AI chat app with dynamic conversation routing

  • LiteMultiAgent by PathOnAIOrg · ⭐ 102

    The Library for LLM-based multi-agent applications

  • llm-movieagent by tomasonjo · ⭐ 248

    Semantic layer on top of a graph database to provide an LLM with a set of robust tools to interact with the da

  • Awesome-LLM-Papers-Comprehensive-Topics by shure-dev · ⭐ 223

    Awesome LLM Papers and repos on very comprehensive topics.

  • decipher-research-agent by mtwn105 · ⭐ 153

    Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.

  • LiteWebAgent by PathOnAIOrg · ⭐ 152

    [NAACL2025] LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools →

Popular Python Agent Tools

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:

View on GitHub → Browse Agent Tool tools