Air-gapped, privacy-focused, open-source NotebookLM alternative. AI agent that researches, transforms, and edits your documents. Join our Discord: https://discord.gg/ejRNvftDp9
⚡ Executive Summary & Quick Facts
Authoritative SourceSurfSense is SurfSense is an open-source project written in Python: Air-gapped, privacy-focused, open-source NotebookLM alternative. AI agent that researches, transforms, and edits your documents. Join our Discord: https://discord.gg/ejRNvftDp9..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), MODSetter/SurfSense has accumulated 16,872 GitHub stars and 1,610 forks. It is written in Python, licensed under Apache-2.0, and ranks #1,010 globally. It is actively maintained with the latest commit recorded on Nov 14, 2026.”
| Repository | MODSetter/SurfSense ↗ |
|---|---|
| Primary Category | agent |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 16.9K stars · ⑂ 1.6K forks · #1,010 globally |
| Maintenance | ● Active (Last commit: Nov 14, 2026) · 63 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 100/100 · Grade A+Yes, SurfSense is actively maintained. Continuous telemetry recorded the last code commit on Nov 14, 2026 (0 days ago). Supported by 16,872 stars and 1,610 community forks, this repository holds a calculated health index of 100/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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[](https://githubrepo.cloud/repo/MODSetter/SurfSense?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/MODSetter/SurfSense?utm_source=readme_badge) [](https://githubrepo.cloud/repo/MODSetter/SurfSense?utm_source=readme_badge) [](https://githubrepo.cloud/repo/MODSetter/SurfSense?utm_source=readme_badge) [](https://githubrepo.cloud/repo/MODSetter/SurfSense?utm_source=readme_badge) [](https://githubrepo.cloud/repo/MODSetter/SurfSense?utm_source=readme_badge)Momentum
+544
STARS · LAST 30 DAYS
18
PER DAY
#180
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +544 | +544 | +1.6K |
| Per day | 78 | 18 | 18 |
| Forks gained | +42 | +42 | +81 |
SurfSense gained 544 stars in the last 30 days, about 18 a day, and now has 16.9K. It is about 2 years old and has averaged roughly 8.4K stars a year. It ranks #180 among Python repositories and #1,010 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#355
BEST RANK
Nov 14, 2026
FIRST APPEARANCE
Active
STATUS TODAY
SurfSense has maintained a continuous presence across global trending indexes, peaking at #355. Below is the 30-day activity profile:
💡 Overview
SurfSense is an open-source project written in Python: Air-gapped, privacy-focused, open-source NotebookLM alternative. AI agent that researches, transforms, and edits your documents. Join our Discord: https://discord.gg/ejRNvftDp9.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, agents, ai. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install SurfSense⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
SurfSense coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with SurfSense.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install SurfSense using your package manager: `pip install SurfSense`
Initialize your project workspace or configuration file for SurfSense.
Import SurfSense into your codebase or invoke it directly from your terminal.
Execute your test suite or run `SurfSense --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
MODSetter/SurfSense is currently ranked #1,010 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,005 | ffuf/ffuf | Go | ★ 17K | Compare ↗ |
| #1,006 | postalserver/postal | Ruby | ★ 17K | Compare ↗ |
| #1,007 | tikv/tikv | Rust | ★ 16.9K | Compare ↗ |
| #1,008 | yhirose/cpp-httplib | C++ | ★ 16.9K | Compare ↗ |
| #1,009 | suitenumerique/docs | Python | ★ 16.9K | Compare ↗ |
| #1,010 | MODSetter/SurfSense This Project | Python | ★ 16.9K | |
| #1,010 | pion/webrtc | Go | ★ 16.9K | Compare ↗ |
| #1,012 | exaloop/codon | Python | ★ 16.9K | Compare ↗ |
| #1,013 | pipecat-ai/pipecat | Python | ★ 16.9K | Compare ↗ |
| #1,014 | apple/foundationdb | C++ | ★ 16.9K | Compare ↗ |
| #1,015 | systemd/systemd | C | ★ 16.8K | Compare ↗ |
Frequently Asked Questions
What does SurfSense do? +
Air-gapped, privacy-focused, open-source NotebookLM alternative. AI agent that researches, transforms, and edits your documents. Join our Discord: https://discord.gg/ejRNvftDp9
Is SurfSense actively maintained in 2026? +
Yes, SurfSense is actively maintained. The latest code push was recorded on Nov 14, 2026 (0 days ago). It holds a calculated Maintenance Health Score of 100/100 (A+ rating) with 16,872 stars and 63 open issues.
What language is SurfSense written in? +
The primary language is Python. Topics include: agent, agents, ai, notebooklm, notebooklm-alternative.
How many stars does SurfSense have? +
SurfSense has 16,872 stars and 1,610 forks on GitHub.
How does SurfSense rank among GitHub repositories? +
With 16,872 stars, MODSetter/SurfSense is ranked #1,010 globally across all repositories tracked on GitHubRepo and #180 among Python projects.
What license is SurfSense distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
