--- title: "surf vs notion-qa" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/deta-surf-vs-hwchase17-notion-qa" tools: ["deta-surf", "hwchase17-notion-qa"] --- # surf vs notion-qa *GraphCanon updated Aug 15, 2026* ## Verdict Pick surf if surf is an open-source tool for managing personal notes by integrating local or remote AI models to process files and webpages; pick notion-qa if notion-QA enables querying Notion databases using natural language. Built with LangChain, this tool facilitates easy setup and deployment on StreamLit. [surf](https://deta.surf) reports 3.5k GitHub stars, 251 forks, and 32 open issues, last pushed Aug 10, 2026. [notion-qa](https://github.com/hwchase17/notion-qa) has 2.2k stars, 360 forks, and 20 open issues, last pushed Sep 6, 2024. Figures are from public GitHub metadata via [surf's repository](https://github.com/deta/surf) and [notion-qa's repository](https://github.com/hwchase17/notion-qa). | | [surf](/tools/deta-surf.md) | [notion-qa](/tools/hwchase17-notion-qa.md) | | --- | --- | --- | | Tagline | Tools for organizing files and webpages locally to generate notes using personal AI notebooks. | A Python script for querying a Notion database via natural language using LangChain. | | Stars | 3,522 | 2,154 | | Forks | 251 | 360 | | Open issues | 32 | 20 | | Language | TypeScript | Python | | Adopt for | surf is an open-source tool for managing personal notes by integrating local or remote AI models to process files and webpages. | Notion-QA enables querying Notion databases using natural language. Built with LangChain, this tool facilitates easy setup and deployment on StreamLit. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Data & Retrieval, Developer Tools, LLM Frameworks | Data & Retrieval, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [surf](/tools/deta-surf.md) | [notion-qa](/tools/hwchase17-notion-qa.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 2d | 708d | | Open issues (now) | 32 | 20 | | Stars delta | Unknown | +1 (30d) | | Open issues delta | Unknown | -1 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/deta-surf/trust.md) | [trust report](/tools/hwchase17-notion-qa/trust.md) | ## Decision facts: surf - **Adopt for:** surf is an open-source tool for managing personal notes by integrating local or remote AI models to process files and webpages. ## Decision facts: notion-qa - **Pricing:** freemium - **Requirements:** Requires installation of Python packages as listed in `requirements.txt` along with setting up an OpenAI API key for usage. - **Adopt for:** Notion-QA enables querying Notion databases using natural language. Built with LangChain, this tool facilitates easy setup and deployment on StreamLit. ## Choose when ### Choose surf if… - surf is primarily TypeScript; notion-qa is Python. - License: surf is Apache-2.0, notion-qa is MIT. - Tags unique to surf: claude, deepseek, gemma, knowledge-base. - Also covers Developer Tools. - Need a robust integration with both local and remote language models for comprehensive note creation ### Choose notion-qa if… - notion-qa is primarily Python; surf is TypeScript. - License: notion-qa is MIT, surf is Apache-2.0. - Requirements: Requires installation of Python packages as listed in `requirements.txt` along with setting up an OpenAI API key for usage.. - Tags unique to notion-qa: langchain, natural language processing (nlp), notion, streamlit. - When you want to query information from your Notion database using simple, natural language questions, leveraging the power of LangChain. ## When NOT to use surf - Prefer using proprietary, closed-source tools that do not allow open model choices - Require extensive cloud-based collaboration features among multiple users ## When NOT to use notion-qa - When your use case requires real-time database updates or immediate changes that aren't optimized through natural language queries. - If your workflow demands handling very complex queries with detailed filters and conditions which might not be effectively conveyed by natural language alone. - For scenarios where you need strict control over the query execution process without relying on automated parsing and interpretation. ## Common questions ### What is the difference between surf and notion-qa? surf: Tools for organizing files and webpages locally to generate notes using personal AI notebooks.. notion-qa: A Python script for querying a Notion database via natural language using LangChain.. See the comparison table for live GitHub stats and shared categories. ### When should I choose surf over notion-qa? Choose surf over notion-qa when surf is primarily TypeScript; notion-qa is Python; License: surf is Apache-2.0, notion-qa is MIT; Tags unique to surf: claude, deepseek, gemma, knowledge-base; Also covers Developer Tools; Need a robust integration with both local and remote language models for comprehensive note creation. ### When should I choose notion-qa over surf? Choose notion-qa over surf when notion-qa is primarily Python; surf is TypeScript; License: notion-qa is MIT, surf is Apache-2.0; Requirements: Requires installation of Python packages as listed in `requirements.txt` along with setting up an OpenAI API key for usage.; Tags unique to notion-qa: langchain, natural language processing (nlp), notion, streamlit; When you want to query information from your Notion database using simple, natural language questions, leveraging the power of LangChain. ### When should I avoid surf? Prefer using proprietary, closed-source tools that do not allow open model choices Require extensive cloud-based collaboration features among multiple users ### When should I avoid notion-qa? When your use case requires real-time database updates or immediate changes that aren't optimized through natural language queries. If your workflow demands handling very complex queries with detailed filters and conditions which might not be effectively conveyed by natural language alone. For scenarios where you need strict control over the query execution process without relying on automated parsing and interpretation. ### Is surf or notion-qa more popular on GitHub? surf has more GitHub stars (3,522 vs 2,154). Stars measure visibility, not whether either tool fits your constraints. ### Are surf and notion-qa open source? Yes - both are open-source projects on GitHub (surf: Apache-2.0, notion-qa: MIT). ### Where can I find alternatives to surf or notion-qa? GraphCanon lists graph-backed alternatives at [surf alternatives](/tools/deta-surf/alternatives) and [notion-qa alternatives](/tools/hwchase17-notion-qa/alternatives) ([surf markdown twin](/tools/deta-surf/alternatives.md), [notion-qa markdown twin](/tools/hwchase17-notion-qa/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/deta-surf-vs-hwchase17-notion-qa.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, surf or notion-qa? surf: Very active. notion-qa: Dormant. 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 surf and notion-qa? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [surf trust report](/tools/deta-surf/trust); [notion-qa trust report](/tools/hwchase17-notion-qa/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=deta-surf`](/api/graphcanon/graph?tool=deta-surf) - 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/_