Self-hosted Google search scraper for Python. Scrape Google SERP results with a real Chrome browser and your own residential proxy. Self-hosted SERP API alternative with JSON output, an HTTP API and an MCP server for AI agents.
⚡ Executive Summary & Quick Facts
Authoritative Sourceserpmaven is serpmaven is an open-source project written in Python: Self-hosted Google search scraper for Python. Scrape Google SERP results with a real Chrome browser and your own residential proxy. Self-hosted SERP API alternative with JSON output, an HTTP API and an MCP server for AI agents..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), nodemaven/serpmaven has accumulated 115 GitHub stars and 10 forks. It is written in Python, licensed under MIT, and ranks #24,958 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | nodemaven/serpmaven ↗ |
|---|---|
| Primary Category | ai agents |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 115 stars · ⑂ 10 forks · #24,958 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 0 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: 93/100 · Grade A+Yes, serpmaven is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (2 days ago). Supported by 115 stars and 10 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
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+10
STARS · LAST 30 DAYS
1
PER DAY
#3,464
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
serpmaven gained 10 stars in the last 30 days, about 1 a day, and now has 115. It is about 1 year old and has averaged roughly 115 stars a year. It ranks #3,464 among Python repositories and #24,958 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#23224
BEST RANK
Nov 11, 2026
FIRST APPEARANCE
Active
STATUS TODAY
serpmaven has maintained a continuous presence across global trending indexes, peaking at #23224. Below is the 30-day activity profile:
💡 Overview
serpmaven is an open-source project written in Python: Self-hosted Google search scraper for Python. Scrape Google SERP results with a real Chrome browser and your own residential proxy. Self-hosted SERP API alternative with JSON output, an HTTP API and an MCP server for AI agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agents, browser-automation, google-scraper. 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 serpmaven⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
serpmaven 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 serpmaven.
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 serpmaven using your package manager: `pip install serpmaven`
Initialize your project workspace or configuration file for serpmaven.
Import serpmaven into your codebase or invoke it directly from your terminal.
Execute your test suite or run `serpmaven --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
nodemaven/serpmaven is currently ranked #24,958 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #24,855 | Tsanyamra/GuideNephilim | JavaScript | ★ 116 | Compare ↗ |
| #24,855 | flemuh/radar-public-sector | Python | ★ 116 | Compare ↗ |
| #24,855 | ulymxumfqtdi/dbd-external-esp | Python | ★ 116 | Compare ↗ |
| #24,855 | Balanov/baiagent-director | JavaScript | ★ 116 | Compare ↗ |
| #24,855 | lawandrorder/mate | Python | ★ 116 | Compare ↗ |
| #24,958 | nodemaven/serpmaven This Project | Python | ★ 115 | |
| #24,958 | mojombo/egitd | Erlang | ★ 115 | Compare ↗ |
| #24,958 | mhartl/find_mass_assignment | Ruby | ★ 115 | Compare ↗ |
| #24,958 | brown/protobuf | C++ | ★ 115 | Compare ↗ |
| #24,958 | mnaberez/supervisor_twiddler | Python | ★ 115 | Compare ↗ |
| #24,958 | alexrabarts/big_sitemap | Ruby | ★ 115 | Compare ↗ |
Frequently Asked Questions
What does serpmaven do? +
Self-hosted Google search scraper for Python. Scrape Google SERP results with a real Chrome browser and your own residential proxy. Self-hosted SERP API alternative with JSON output, an HTTP API and an MCP server for AI agents.
Is serpmaven actively maintained in 2026? +
Yes, serpmaven is actively maintained. The latest code push was recorded on Nov 11, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 115 stars and 0 open issues.
What language is serpmaven written in? +
The primary language is Python. Topics include: ai-agents, browser-automation, google-scraper, google-search, google-search-api.
How many stars does serpmaven have? +
serpmaven has 115 stars and 10 forks on GitHub.
How does serpmaven rank among GitHub repositories? +
With 115 stars, nodemaven/serpmaven is ranked #24,958 globally across all repositories tracked on GitHubRepo and #3,464 among Python projects.
What license is serpmaven distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
