AgentIndex icon
AgentIndex
hyperresearch logo
hyperresearch
★ 4.2k
vs
swarmvault logo
swarmvault
★ 731

hyperresearch vs swarmvault

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.; swarmvault: SwarmVault turns raw files, URLs, and code into a persistent knowledge vault. Instead of losing work inside chat history, you get a markdown wiki, a knowledge graph, local search, and reviewable artifacts that stay on disk. It treats the vault itself as the product, writing durable artifacts you can inspect, diff, and keep improving.

01

TL;DR

hyperresearch logo
hyperresearchRAG / Knowledge Base · ★ 4.2k

Produce a sourced competitor or market analysis

Read hyperresearch full review →
swarmvault logo
swarmvaultRAG / Knowledge Base · ★ 731

Repository ingestion and graph reports

Read swarmvault full review →
02

Side-by-Side Comparison

Field
hyperresearch logohyperresearch
swarmvault logoswarmvault
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 4.2k
★ 731
License
MIT
MIT
Install Command
pip install hyperresearch && hyperresearch install
npm install -g @swarmvaultai/cli
Updated
1d ago
4mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
deep-research, claude-code, codex
claude-code, claude-skills, 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
swarmvault logoswarmvault
01Knowledge graph with provenance
02Schema-guided compilation
03Save-first queries
04Reviewable changes
0512+ LLM providers
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
swarmvault logoswarmvault
↳Repository ingestion and graph reports
↳Research-aware capture with normalized metadata
↳Mixed corpus compilation, review, and save-first output
FAQ

FAQ

What is the difference between hyperresearch and swarmvault?
Both hyperresearch and swarmvault are in the RAG / Knowledge Base category. hyperresearch has 4.2k stars, while swarmvault has 731 stars.
Which is better, hyperresearch or swarmvault?
The best choice depends on your use case. Choose hyperresearch if Produce a sourced competitor or market analysis, and swarmvault if Repository ingestion and graph reports.
Is hyperresearch free or open source?
Yes, hyperresearch is open source on GitHub (MIT).
Is swarmvault free or open source?
Yes, swarmvault is open source on GitHub (MIT).
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