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AgentIndex
GPT Researcher logo
GPT Researcher
★ 30.2k
vs
glean logo
glean
★ 872

GPT Researcher vs glean

GPT Researcher: GPT Researcher is an open-source LLM agent designed for deep, structured research on any topic using web and local sources. It produces detailed reports with citations by running parallel research agents, scraping relevant sources, filtering content, and synthesizing findings. Supports local document research, customizable report formats, and multiple LLM backends including OpenAI, Anthropic, and Ollama.; glean: Glean is a self-hosted RSS reader and personal knowledge management tool designed to help information-heavy consumers efficiently manage their reading. It offers intelligent RSS aggregation, content organization with folders and tags, a clean reading experience, and full data ownership via Docker deployment.

01

TL;DR

GPT Researcher logo
GPT ResearcherRAG / Knowledge Base · ★ 30.2k
When to choose:
  • You want an Apache-2.0 agent that plans sub-questions, searches the web and local documents in parallel, and writes 2,000+ word reports with citations.
  • You want to use it as a Python library, standalone web app, or MCP-connected research skill with PDF/Word export.
When to skip:
  • You want a general-purpose super-agent harness with a bash sandbox, persistent memory, and Feishu/WeCom/Slack bots; DeerFlow is built for that.
  • You do not want per-report search API (e.g. Tavily) and multi-call LLM token costs.
Read GPT Researcher full review →
glean logo
gleanRAG / Knowledge Base · ★ 872

Personal Information Aggregation: Consolidate news, blogs, and articles from various RSS feeds into a single, organized platform.

Read glean full review →
02

Side-by-Side Comparison

Field
GPT Researcher logoGPT Researcher
glean logoglean
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 30.2k
★ 872
License
Apache-2.0
AGPL-3.0
Install Command
pip install gpt-researcher
curl -fsSL https://raw.githubusercontent.com/LeslieLeung/glean/main/docker-compose.yml -o docker-compose.yml && docker compose up -d
Updated
1w ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agent, Deep Research, Web Scraping
RSS Reader, Knowledge Management, Self-hosted
03

Features

GPT Researcher logoGPT Researcher
01Parallel research agents scraping and synthesizing multiple web sources simultaneously
02Generates structured reports with citations in Markdown, PDF, or Word format
03Supports local document research in addition to web search
04Customizable report types: research reports, outlines, resource lists, and more
05Compatible with OpenAI, Anthropic, Groq, Ollama, and other LLM providers
glean logoglean
01RSS Subscription & Organization: Subscribe and organize feeds with OPML import/export, using multi-level folders and tags.
02Self-hosted & Data Ownership: Full data ownership with easy Docker deployment, providing control over your personal data.
03Smart Reading Experience: Offers a clean reading interface, content filtering, and 'read later' functionality for efficient consumption.
04Future AI Capabilities: Planned AI-powered summaries, auto-tagging, and keyword extraction to enhance knowledge processing.
04

Use Cases

GPT Researcher logoGPT Researcher
↳Automating deep research reports on any topic with sourced citations
↳Conducting market research, competitive analysis, or literature reviews at scale
↳Building research pipelines that combine web search with local knowledge base retrieval
glean logoglean
↳Personal Information Aggregation: Consolidate news, blogs, and articles from various RSS feeds into a single, organized platform.
↳Knowledge Base for Professionals: Organize research papers, industry updates, and technical articles for professional development and reference.
↳Content Curation & Management: Efficiently curate and manage a large volume of online content with tagging, bookmarking, and custom filtering.
↳Private Data Ownership: Maintain full control over personal reading data without reliance on third-party services or their privacy policies.
05

Best For

GPT Researcher logoGPT Researcher
Most PopularEssentialTrending
glean logoglean
Trending
FAQ

FAQ

What is the difference between GPT Researcher and glean?
Both GPT Researcher and glean are in the RAG / Knowledge Base category. GPT Researcher has 30.2k stars, while glean has 872 stars.
Which is better, GPT Researcher or glean?
The best choice depends on your use case. Choose GPT Researcher if Automating deep research reports on any topic with sourced citations, and glean if Personal Information Aggregation: Consolidate news, blogs, and articles from various RSS feeds into a single, organized platform..
Is GPT Researcher free or open source?
Yes, GPT Researcher is open source on GitHub (Apache-2.0).
Is glean free or open source?
Yes, glean is open source on GitHub (AGPL-3.0).
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