AgentIndex icon
AgentIndex
hyperresearch logo
hyperresearch
★ 4.2k
vs
guild logo
guild
★ 302

hyperresearch vs guild

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.; guild: guild is a compiled Go binary with an MCP server backed by embedded SQLite, providing shared context, memory, and task coordination for AI coding agents. It allows multiple agents across different editors to share state safely using atomic locks. State persists locally and includes hybrid search (BM25+vector).

01

TL;DR

hyperresearch logo
hyperresearchRAG / Knowledge Base · ★ 4.2k

Produce a sourced competitor or market analysis

Read hyperresearch full review →
guild logo
guildRAG / Knowledge Base · ★ 302

Multi-agent coordination on the same project

Read guild full review →
02

Side-by-Side Comparison

Field
hyperresearch logohyperresearch
guild logoguild
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 4.2k
★ 302
License
MIT
Apache-2.0
Install Command
pip install hyperresearch && hyperresearch install
curl -fsSL https://github.com/mathomhaus/guild/releases/latest/download/install.sh | sh
Updated
1d ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
deep-research, claude-code, codex
agent-coordination, agent-memory, ai-agents
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
guild logoguild
01Shared context and memory across sessions
02Atomic task claims (quests) to prevent collisions
03Hybrid search (BM25 + vector) for lore
04Oath, brief, and quest system for session handoff
05Works with any MCP client (Claude Code, Codex, Cursor, etc.)
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
guild logoguild
↳Multi-agent coordination on the same project
↳Continuity across coding sessions
↳Knowledge management for AI coding agents
FAQ

FAQ

What is the difference between hyperresearch and guild?
Both hyperresearch and guild are in the RAG / Knowledge Base category. hyperresearch has 4.2k stars, while guild has 302 stars.
Which is better, hyperresearch or guild?
The best choice depends on your use case. Choose hyperresearch if Produce a sourced competitor or market analysis, and guild if Multi-agent coordination on the same project.
Is hyperresearch free or open source?
Yes, hyperresearch is open source on GitHub (MIT).
Is guild free or open source?
Yes, guild is open source on GitHub (Apache-2.0).
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Related

Alternatives to hyperresearch →Alternatives to guild →hyperresearch details →guild details →