--- title: "gpt-researcher vs Agent-Reach" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/assafelovic-gpt-researcher-vs-panniantong-agent-reach" tools: ["assafelovic-gpt-researcher", "panniantong-agent-reach"] --- # gpt-researcher vs Agent-Reach *GraphCanon updated Aug 25, 2026* ## Verdict Pick gpt-researcher if gpt-researcher is an autonomous agent that uses Language Model Providers to conduct deep research automatically, supporting various installation methods including Docker and deployment as a Claude Skill; pick Agent-Reach if agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content. [gpt-researcher](https://gptr.dev) reports 29k GitHub stars, 3.9k forks, and 192 open issues, last pushed Jul 18, 2026. [Agent-Reach](https://github.com/Panniantong/Agent-Reach) has 75k stars, 6.4k forks, and 100 open issues, last pushed Aug 25, 2026. Figures are from public GitHub metadata via [gpt-researcher's repository](https://github.com/assafelovic/gpt-researcher) and [Agent-Reach's repository](https://github.com/Panniantong/Agent-Reach). | | [gpt-researcher](/tools/assafelovic-gpt-researcher.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Tagline | An autonomous agent that conducts deep research using LLM providers | AI Agent for Automated Web and Social Media Data Extraction | | Stars | 28,883 | 75,209 | | Forks | 3,916 | 6,415 | | Open issues | 192 | 100 | | Language | Python | Python | | Adopt for | gpt-researcher is an autonomous agent that uses Language Model Providers to conduct deep research automatically, supporting various installation methods including Docker and deployment as a Claude Skill. | Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents, Data & Retrieval | AI Agents, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [gpt-researcher](/tools/assafelovic-gpt-researcher.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 21d | 0d | | Open issues (now) | 192 | 100 | | Stars delta | +737 (30d) | +14k (30d) | | Open issues delta | -18 (30d) | -68 (30d) | | Full report | [trust report](/tools/assafelovic-gpt-researcher/trust.md) | [trust report](/tools/panniantong-agent-reach/trust.md) | ## Shared compatibility - **Python**: [gpt-researcher](/tools/assafelovic-gpt-researcher.md) - Python runtime; [Agent-Reach](/tools/panniantong-agent-reach.md) - Python runtime ## Decision facts: gpt-researcher - **Pricing:** freemium - The core functionality of gpt-researcher under Apache-2.0 license is free to use, however, users need API keys from external Language Model Providers like OpenAI and Tavily, which are subject to their - **Adopt for:** gpt-researcher is an autonomous agent that uses Language Model Providers to conduct deep research automatically, supporting various installation methods including Docker and deployment as a Claude Skill. ## Decision facts: Agent-Reach - **Adopt for:** Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content. ## Choose when ### Choose gpt-researcher if… - License: gpt-researcher is Apache-2.0, Agent-Reach is MIT. - Pricing: The core functionality of gpt-researcher under Apache-2.0 license is free to use, however, users need API keys from external Language Model Providers like OpenAI and Tavily, which are subject to their. - Tags unique to gpt-researcher: agent, ai, deepresearch, llms. - gpt-researcher ships Docker support for self-hosted deployment. - - When you require automated in-depth research capabilities across diverse LLM providers like OpenAI and Tavily. ### Choose Agent-Reach if… - License: Agent-Reach is MIT, gpt-researcher is Apache-2.0. - Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, bilibili. - When needing to bypass costly API fees for extensive social media platform data extraction ## When NOT to use gpt-researcher - - If your setup strictly adheres to a specific tool that does not support the extension of capabilities through skills like Claude Skills. - - In scenarios with stringent network restrictions where running an autonomous agent on top of various LLM providers is prohibited or poses security risks. ## When NOT to use Agent-Reach - If strict compliance with website scraping policies is critical due to its use of scraping techniques - When direct interaction through APIs for precision and reliability is preferred over scraping ## Common questions ### What is the difference between gpt-researcher and Agent-Reach? gpt-researcher: An autonomous agent that conducts deep research using LLM providers. Agent-Reach: AI Agent for Automated Web and Social Media Data Extraction. See the comparison table for live GitHub stats and shared categories. ### When should I choose gpt-researcher over Agent-Reach? Choose gpt-researcher over Agent-Reach when License: gpt-researcher is Apache-2.0, Agent-Reach is MIT; Pricing: The core functionality of gpt-researcher under Apache-2.0 license is free to use, however, users need API keys from external Language Model Providers like OpenAI and Tavily, which are subject to their; Tags unique to gpt-researcher: agent, ai, deepresearch, llms; gpt-researcher ships Docker support for self-hosted deployment; - When you require automated in-depth research capabilities across diverse LLM providers like OpenAI and Tavily. ### When should I choose Agent-Reach over gpt-researcher? Choose Agent-Reach over gpt-researcher when License: Agent-Reach is MIT, gpt-researcher is Apache-2.0; Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, bilibili; When needing to bypass costly API fees for extensive social media platform data extraction. ### When should I avoid gpt-researcher? - If your setup strictly adheres to a specific tool that does not support the extension of capabilities through skills like Claude Skills. - In scenarios with stringent network restrictions where running an autonomous agent on top of various LLM providers is prohibited or poses security risks. ### When should I avoid Agent-Reach? If strict compliance with website scraping policies is critical due to its use of scraping techniques When direct interaction through APIs for precision and reliability is preferred over scraping ### Is gpt-researcher or Agent-Reach more popular on GitHub? Agent-Reach has more GitHub stars (75,209 vs 28,883). Stars measure visibility, not whether either tool fits your constraints. ### Are gpt-researcher and Agent-Reach open source? Yes - both are open-source projects on GitHub (gpt-researcher: Apache-2.0, Agent-Reach: MIT). ### Where can I find alternatives to gpt-researcher or Agent-Reach? GraphCanon lists graph-backed alternatives at [gpt-researcher alternatives](/tools/assafelovic-gpt-researcher/alternatives) and [Agent-Reach alternatives](/tools/panniantong-agent-reach/alternatives) ([gpt-researcher markdown twin](/tools/assafelovic-gpt-researcher/alternatives.md), [Agent-Reach markdown twin](/tools/panniantong-agent-reach/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/assafelovic-gpt-researcher-vs-panniantong-agent-reach.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, gpt-researcher or Agent-Reach? gpt-researcher: Active. Agent-Reach: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for gpt-researcher and Agent-Reach? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [gpt-researcher trust report](/tools/assafelovic-gpt-researcher/trust); [Agent-Reach trust report](/tools/panniantong-agent-reach/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=assafelovic-gpt-researcher`](/api/graphcanon/graph?tool=assafelovic-gpt-researcher) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_