AgentIndex icon
AgentIndex
hyperresearch logo
hyperresearch
★ 4.2k
vs
loopx logo
loopx
★ 6.4k

hyperresearch vs loopx

hyperresearch: Hyperresearch is a deep research harness installed into Claude Code or OpenAI Codex, running a tier-adaptive 16-step pipeline that turns one prompt into an adversarially audited report with full source provenance. Every source it reads is stored in a searchable markdown-plus-SQLite vault that later sessions reuse.; loopx: LoopX is a local-first semantic control plane and research workbench for long-running agent teams. It keeps goals, accepted requirements, decisions, ownership and evidence durable across sessions and runtimes such as Codex, Claude Code and DeepSeek Harness, so agents and people can judge progress by what changed.

01

TL;DR

hyperresearch logo
hyperresearchRAG / Knowledge Base · ★ 4.2k

Produce a sourced competitor or market analysis

Read hyperresearch full review →
loopx logo
loopxWorkflow Automation · ★ 6.4k

Keep a coding or research agent working across many sessions

Read loopx full review →
02

Side-by-Side Comparison

Field
hyperresearch logohyperresearch
loopx logoloopx
Category
RAG / Knowledge Base
Workflow Automation
Stars
★ 4.2k
★ 6.4k
License
MIT
Apache-2.0
Install Command
pip install hyperresearch && hyperresearch install
python3 -m pip install --upgrade loopx && loopx workflow-skills --install
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
deep-research, claude-code, codex
long-horizon, agent-control-plane, codex
03

Features

hyperresearch logohyperresearch
0116-step pipeline with a fast path for bounded questions
02Cite-checker verifies each citation supports its sentence before the report ships
03One search across OpenAlex, Crossref, CORE, ClinicalTrials.gov, SEC EDGAR and FRED
04Fetches legal open-access copies of paywalled papers via Unpaywall, Europe PMC and CORE
05Persistent source vault and resumable runs
loopx logoloopx
01Durable goals, decisions and evidence across sessions and restarts
02Agent-native Kanban with claims, leases, gates and writebacks
03Works through Codex, Claude Code, DeepSeek Harness and other hosts
04Human authorization still governs protected actions
05Published long-horizon benchmark study on LHTB
04

Use Cases

hyperresearch logohyperresearch
↳Produce a sourced competitor or market analysis
↳Run a literature review across papers, trials and filings
↳Build up a reusable research vault for a project
loopx logoloopx
↳Keep a coding or research agent working across many sessions
↳Coordinate peer agents with explicit ownership and handoff
↳Run multi-day experiments and keep their evidence
FAQ

FAQ

What is the difference between hyperresearch and loopx?
Both hyperresearch and loopx are in the RAG / Knowledge Base category. hyperresearch has 4.2k stars, while loopx has 6.4k stars.
Which is better, hyperresearch or loopx?
The best choice depends on your use case. Choose hyperresearch if Produce a sourced competitor or market analysis, and loopx if Keep a coding or research agent working across many sessions.
Is hyperresearch free or open source?
Yes, hyperresearch is open source on GitHub (MIT).
Is loopx free or open source?
Yes, loopx is open source on GitHub (Apache-2.0).
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