Who is ShallowCodeResearch for?

ShallowCodeResearch is a consumer product built for developers and Python learners.

Is ShallowCodeResearch free?

Yes — ShallowCodeResearch is free to use.

What platforms does ShallowCodeResearch run on?

ShallowCodeResearch runs on the web. It can also be self-hosted.

Is ShallowCodeResearch still maintained?

It is being sunset according to the latest indexed signals.

What projects are similar to ShallowCodeResearch?

Similar projects tracked by PulseGate include Manifesto Engine, AI Coding Assistant, and mec-plugin.

Who develops ShallowCodeResearch?

ShallowCodeResearch is developed by Agents-MCP-Hackathon.

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ShallowCodeResearch

Name: ShallowCodeResearch
Author: Agents-MCP-Hackathon

huggingface.coCoding AI & assistants

ShallowCodeResearch generates Python code from user requests and contextual information. It applies restrictions on dangerous functions and modules and adds print statements to help users inspect generated code.

FreeWebSelf-hostedCloud-managed

Visit huggingface.co

Overview

5 features

ShallowCodeResearch sits in PulseGate's Coding AI & assistants category. It focuses on generating Python code while reducing the risk of dangerous functions and modules. ShallowCodeResearch is a consumer product aimed at developers and Python learners. It is available for free. It runs on the web, and it can be self-hosted.

Behind ShallowCodeResearch is Agents-MCP-Hackathon. Key capabilities include python generation, context-aware prompts, and dangerous module blocking. It is being sunset.

Summary written by a language model from the project’s public pages.

Python generation
Context-aware prompts
Dangerous module blocking
Dangerous function blocking
Print statements

Built with & integrations

Hosting

AWS

AI providers

meta_llamalocal_oss

Runs on

BrowserSelf-hostedCloud-managed

Detected from

AWS: x-amz-cf-id header · x-amz-cf-pop header · via header
local_oss: huggingface in the HTML
meta_llama: llama- in the HTML

Trust & compliance

Verified signals

HTTPSFree tier

Indexing history

What PulseGate has recorded for this listing

Indexed9 Sept · 04:16 UTC
Agents-MCP-Hackathon/ShallowCodeResearch verified via Hugging Face Enumerator
Source: Hugging Face Enumerator · Open

Frequently asked questions about ShallowCodeResearch

What does ShallowCodeResearch do?: ShallowCodeResearch focuses on generating Python code while reducing the risk of dangerous functions and modules. It is catalogued under Coding AI & assistants on PulseGate.
Who is ShallowCodeResearch for?: ShallowCodeResearch is a consumer product built for developers and Python learners.
Is ShallowCodeResearch free?: Yes — ShallowCodeResearch is free to use.
What platforms does ShallowCodeResearch run on?: ShallowCodeResearch runs on the web. It can also be self-hosted.
Is ShallowCodeResearch still maintained?: It is being sunset according to the latest indexed signals.
What projects are similar to ShallowCodeResearch?: Similar projects tracked by PulseGate include Manifesto Engine, AI Coding Assistant, and mec-plugin.Manifesto Engine AI Coding Assistant mec-plugin
Who develops ShallowCodeResearch?: ShallowCodeResearch is developed by Agents-MCP-Hackathon.

At a glance

Pricing: Free
Platforms: Web
Languages: English
First seen: 9 Sept 2026
Status: 🔴 Sunsetting
Built for: developers and Python learners
Model: B2C
Solves: Generating Python code while reducing the risk of dangerous functions and modules.

Registered as

Hugging Face Spaces: Agents-MCP-Hackathon/ShallowCodeResearch

Developer

Agents-MCP-Hackathon

Index record

Indexed: 9 Sept 2026
Lifecycle: Alive
First seen: Sept 2026
Last seen: 9 Sept 2026

Identity audit (13)

Slug: agents-mcp-hackathon-shallowcoderesearch-huggingface-co
Lifecycle state recorded: 9 Sept 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 9 Sept 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Derived from the project's own page and URL.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 9 Sept 2026
Canonical URL: https://huggingface.co/spaces/Agents-MCP-Hackathon/ShallowCodeResearch

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