--- title: "gpt-researcher vs zoom-search" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/assafelovic-gpt-researcher-vs-goofrey-zoom-search" tools: ["assafelovic-gpt-researcher", "goofrey-zoom-search"] --- # gpt-researcher vs zoom-search *GraphCanon updated Sep 20, 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 zoom-search if zoom-search is a Python-based tool for AI agents that supports query rewriting, evidence synthesis, and source citation, designed for deep research and web search tasks. [gpt-researcher](https://gptr.dev) reports 29k GitHub stars, 4.0k forks, and 76 open issues, last pushed Aug 27, 2026. [zoom-search](https://pypi.org/project/zoom-search/) has 4 stars, 0 forks, and 0 open issues, last pushed Jul 16, 2026. Figures are from public GitHub metadata via [gpt-researcher's repository](https://github.com/assafelovic/gpt-researcher) and [zoom-search's repository](https://github.com/goofrey/zoom-search). | | [gpt-researcher](/tools/assafelovic-gpt-researcher.md) | [zoom-search](/tools/goofrey-zoom-search.md) | | --- | --- | --- | | Tagline | An autonomous agent that conducts deep research using LLM providers | MCP search and evidence tool for AI agents with query rewriting, source zoom-in, sourced answers, and runtime metrics | | Stars | 29,343 | 4 | | Forks | 3,983 | 0 | | Open issues | 76 | 0 | | 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. | zoom-search is a Python-based tool for AI agents that supports query rewriting, evidence synthesis, and source citation, designed for deep research and web search tasks. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT License | | 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) | [zoom-search](/tools/goofrey-zoom-search.md) | | --- | --- | --- | | Maintenance | Active (82%) | Steady (60%) | | Days since push | 11d | 63d | | Open issues (now) | 76 | 0 | | Stars delta | +460 (30d) | Unknown | | Open issues delta | -116 (30d) | Unknown | | Full report | [trust report](/tools/assafelovic-gpt-researcher/trust.md) | [trust report](/tools/goofrey-zoom-search/trust.md) | ## Shared compatibility - **Python**: [gpt-researcher](/tools/assafelovic-gpt-researcher.md) - Python runtime; [zoom-search](/tools/goofrey-zoom-search.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: zoom-search - **Pricing:** freemium - Free and open-source under the MIT License. - **Requirements:** Min 2 GB RAM; Install via pip: pip install zoom-search - **Adopt for:** zoom-search is a Python-based tool for AI agents that supports query rewriting, evidence synthesis, and source citation, designed for deep research and web search tasks. - **License detail:** MIT License ## Choose when ### Choose gpt-researcher if… - License: gpt-researcher is Apache-2.0, zoom-search 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, automation, deepresearch. - - When you require automated in-depth research capabilities across diverse LLM providers like OpenAI and Tavily. ### Choose zoom-search if… - License: zoom-search is MIT, gpt-researcher is Apache-2.0. - Pricing: Free and open-source under the MIT License.. - Requirements: Min 2 GB RAM; Install via pip: pip install zoom-search. - Tags unique to zoom-search: agent-tools, ai-agents, ai-search, deep-research. - Use zoom-search when you need a tool that can rewrite queries to improve search relevance for AI agents. ## 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 zoom-search - Do not use zoom-search if your project does not require query rewriting or evidence synthesis capabilities. - Avoid zoom-search if your AI agent tasks do not benefit from detailed runtime metrics or if source citation is not a priority. - If your application does not involve deep research or web search tasks, zoom-search may not be the appropriate tool. ## Common questions ### What is the difference between gpt-researcher and zoom-search? gpt-researcher: An autonomous agent that conducts deep research using LLM providers. zoom-search: MCP search and evidence tool for AI agents with query rewriting, source zoom-in, sourced answers, and runtime metrics. See the comparison table for live GitHub stats and shared categories. ### When should I choose gpt-researcher over zoom-search? Choose gpt-researcher over zoom-search when License: gpt-researcher is Apache-2.0, zoom-search 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, automation, deepresearch; - When you require automated in-depth research capabilities across diverse LLM providers like OpenAI and Tavily. ### When should I choose zoom-search over gpt-researcher? Choose zoom-search over gpt-researcher when License: zoom-search is MIT, gpt-researcher is Apache-2.0; Pricing: Free and open-source under the MIT License.; Requirements: Min 2 GB RAM; Install via pip: pip install zoom-search; Tags unique to zoom-search: agent-tools, ai-agents, ai-search, deep-research; Use zoom-search when you need a tool that can rewrite queries to improve search relevance for AI agents. ### 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 zoom-search? Do not use zoom-search if your project does not require query rewriting or evidence synthesis capabilities. Avoid zoom-search if your AI agent tasks do not benefit from detailed runtime metrics or if source citation is not a priority. If your application does not involve deep research or web search tasks, zoom-search may not be the appropriate tool. ### Is gpt-researcher or zoom-search more popular on GitHub? gpt-researcher has more GitHub stars (29,343 vs 4). Stars measure visibility, not whether either tool fits your constraints. ### Are gpt-researcher and zoom-search open source? Yes - both are open-source projects on GitHub (gpt-researcher: Apache-2.0, zoom-search: MIT). ### Where can I find alternatives to gpt-researcher or zoom-search? GraphCanon lists graph-backed alternatives at [gpt-researcher alternatives](/tools/assafelovic-gpt-researcher/alternatives) and [zoom-search alternatives](/tools/goofrey-zoom-search/alternatives) ([gpt-researcher markdown twin](/tools/assafelovic-gpt-researcher/alternatives.md), [zoom-search markdown twin](/tools/goofrey-zoom-search/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-goofrey-zoom-search.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, gpt-researcher or zoom-search? gpt-researcher: Active. zoom-search: Steady. 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 zoom-search? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [gpt-researcher trust report](/tools/assafelovic-gpt-researcher/trust); [zoom-search trust report](/tools/goofrey-zoom-search/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/_