Showing 27 open source projects for "surface"

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    MongoDB Atlas runs apps anywhere

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  • 1
    RedAmon

    RedAmon

    AI-powered framework for automated penetration testing and red teaming

    ...It combines artificial intelligence with traditional penetration testing tools to create a fully autonomous pipeline capable of discovering vulnerabilities and executing security assessments without human intervention. It begins with a multi-phase reconnaissance engine that maps the entire attack surface of a target, collecting information such as subdomains, open ports, services, and potential vulnerabilities. RedAmon then uses an AI agent orchestrator to analyze this data, select appropriate tools, and perform exploitation steps such as credential brute forcing or CVE-based attacks. All discovered assets, relationships, and vulnerabilities are stored in a Neo4j knowledge graph, allowing the system to reason about the environment and make informed decisions during the attack process.
    Downloads: 9 This Week
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  • 2
    Shannon

    Shannon

    Fully autonomous AI hacker to find actual exploits in your web apps

    Shannon is an autonomous AI penetration testing system built to find and prove real, exploitable vulnerabilities in web applications rather than stopping at static warnings or best-guess alerts. It focuses on “proof by exploitation,” meaning it actively hunts for attack vectors in your code and then attempts to execute end-to-end exploits to demonstrate impact. The project blends source-aware analysis with automated web interaction so it can validate issues like injection flaws,...
    Downloads: 15 This Week
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  • 3
    Chili3D

    Chili3D

    A browser-based 3D CAD application for online model design

    ...The application integrates with modern rendering libraries to provide real-time visualization, interactive modeling, and precise geometric operations comparable to traditional desktop CAD tools. Chili3D includes a comprehensive set of modeling capabilities, such as parametric shape creation, boolean operations, extrusion, and surface manipulation, making it suitable for engineering, prototyping, and design workflows. It also features an intuitive interface with snapping, tracking, and hierarchical object management, which enhances precision and usability during complex modeling tasks.
    Downloads: 14 This Week
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  • 4
    Supermemory

    Supermemory

    Memory engine and app that is extremely fast, scalable

    ...The platform allows individuals to ingest text, documents, and other content forms, then uses advanced retrieval and embedding techniques to index and relate information intelligently so that users can recall relevant knowledge in context rather than just by keyword match. It often incorporates clustering, semantic search, and summarization modules to reduce cognitive load and surface key ideas, which makes it useful for research, study, writing, and long-term project tracking. Users can interact with the system via conversational queries or traditional search interfaces, and the system leverages vector embeddings and memory scoring to prioritize the most relevant results.
    Downloads: 4 This Week
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    Build Data Resilience - Take the Assessment Today

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  • 5
    HTML Anything

    HTML Anything

    The agentic HTML editor

    ...It is built for workflows where the user describes a desired output and the agent writes the HTML that can then be previewed, edited, and shipped. The project supports a wide surface area, including magazine layouts, decks, posters, social posts, prototypes, and data-oriented artifacts. It emphasizes local-first creation, reusable design skills, and practical export paths rather than a closed hosted editor model. The repository uses modern web technologies and is positioned as a flexible creative workspace for agent-assisted design. ...
    Downloads: 5 This Week
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  • 6
    Prompt Optimizer

    Prompt Optimizer

    A prompt word optimizer to help write high-quality prompt words

    ...It focuses on automating and streamlining the iterative refinement of prompts by analyzing examples, comparing original and optimized text, and guiding users through multi-round improvements that surface clarity, structure, and specificity. With support for different deployment modes including web apps, desktop apps, Chrome plugins, and Docker containers, Prompt-Optimizer offers flexibility that suits both individual developers and teams working in diverse environments. It also includes advanced capabilities like multi-model integration, context testing, and real-time comparison of prompt outputs, helping users to see exactly how prompt changes influence results.
    Downloads: 4 This Week
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  • 7
    Composer API

    Composer API

    OpenAI-compatible API proxy for Cursor Composer

    Composer API is an OpenAI-compatible API proxy for Cursor Composer. It is designed for developers who want to interact with Cursor’s Composer-style agent workflow through a familiar API surface. The project acts as a translation layer, letting compatible clients send requests in an OpenAI-like format while routing them toward the Composer backend behavior. This makes it useful for experimentation, automation, or tool integrations that already understand OpenAI-style chat completion patterns. Its scope appears focused and lightweight rather than being a broad AI gateway or multi-provider orchestration platform. ...
    Downloads: 2 This Week
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  • 8
    Substrate

    Substrate

    An Open-source Framework for Human Understanding, Meaning, Progress

    Substrate is an open-source framework focused on human understanding, meaning, and progress. It aims to surface and structure conceptual objects—ideas, problems, beliefs, models, frames, goals, arguments, sources—to make them more transparent, discussable and actionable. The goal is to enable communities to collectively build and maintain a repository of these objects so that complex systems of meaning and progress can be mapped, analyzed and improved.
    Downloads: 2 This Week
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  • 9
    react-error-boundary

    react-error-boundary

    Simple reusable React error boundary component

    react-error-boundary is a tiny, well-tested utility that makes React’s error boundaries practical and ergonomic for everyday apps. It wraps React’s error-handling primitives in a single <ErrorBoundary> component with a predictable API for rendering fallbacks when descendant components throw during render, lifecycle, or event handlers. The library emphasizes recovery, not just failure: you can reset the error state programmatically or when certain “reset keys” change, returning the subtree to...
    Downloads: 5 This Week
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  • 10
    Animated hamburger menu icons for React

    Animated hamburger menu icons for React

    Animated hamburger menu icons for React

    ...This means no JavaScript animations, no transitions on non-cheap properties and a small size. It is recommended to have a tap/click area of at least 48x48 pixels. Therefore, padding will be added around the icon to create a surface of exactly this size. Keyboard interaction is provided with the enter key, and the icon element has the recommended accessibility attributes (such as role). You can use the label property to supply an ARIA label for the icon.
    Downloads: 0 This Week
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  • 11
    QMD

    QMD

    mini cli search engine for your docs, knowledge bases, etc.

    ...Users can organize content into named collections, embed documents for semantic retrieval, and then perform keyword searches, semantic searches, or hybrid natural-language queries to quickly surface the most useful information across all indexed sources. Because the entire system runs on the user’s machine, privacy is preserved and there’s no risk of exposing sensitive content to outside providers.
    Downloads: 1 This Week
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  • 12
    scriptc

    scriptc

    TypeScript-to-Native Compiler

    ...A coverage command explains which statements compile statically and identifies unsupported constructs with precise diagnostics. Optional dynamic mode embeds QuickJS for npm dependencies and loosely typed code while validating values that cross into static code. The supported surface includes major language features, standard collections, many Node APIs, networking, TLS, fetch, streams, and asynchronous programming. Differential tests compare native output with Node.js, while sanitizer testing checks memory safety and documented divergences.
    Downloads: 0 This Week
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  • 13
    Answer Overflow

    Answer Overflow

    Powering Discord content discovery by making web pages from threads

    ...The project is designed to reduce repeated support questions, grow community visibility, and improve the quality of help-channel discussions. It can index questions, organize solved discussions, provide analytics, and surface insights about common problems and helpful contributors. Large technical communities can use it to transform repeated Discord answers into long-term public knowledge. It is especially useful for developer tools, open-source projects, and support-heavy servers that rely on Discord as a primary help channel.
    Downloads: 0 This Week
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  • 14
    pangu.js

    pangu.js

    Opinionated paranoid text spacing in JavaScript

    pangu.js is a lightweight JavaScript library that automatically inserts proper spacing between Chinese, Japanese, or Korean (CJK) characters and Latin letters, numbers, or symbols. The goal is typographic polish: mixed-script text often becomes cramped or ambiguous without the correct spacing rules, and pangu.js fixes that reliably. It uses rule-based detection to walk text and add spaces where needed without altering the characters themselves. The library runs in browsers or Node.js, and...
    Downloads: 0 This Week
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  • 15
    Coral

    Coral

    A better commenting experience from Vox Media

    ...With Coral, your commenters can identify journalists in the conversation, mute annoying voices, share discussions, receive notifications, and see new comment alerts instantly. A full suite of tools helps moderators easily identify disruptive comments and surface the best submissions, supported by smart AI technology. Coral increases loyalty and engagement on your website, giving you complete control of the interactions and data, without inserting any ads or trackers on your page. And it works great on mobile. Developers love working with Coral. You can easily connect it to your existing registration system, fully customize the look and feel, and extend the platform with our GraphQL API and by adding features to the open source codebase.
    Downloads: 0 This Week
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  • 16
    Copilot for Obsidian

    Copilot for Obsidian

    AI assistant plugin that brings chat, search, and agents to Obsidian

    Obsidian Copilot is an open source plugin that integrates AI-powered assistance directly into the Obsidian note-taking environment. It enables users to interact with their notes through conversational chat, allowing them to ask questions, summarize information, and generate new content using large language models. It works inside a user’s vault and can analyze notes, documents, and other referenced materials to provide context-aware responses. It supports multiple AI providers and models,...
    Downloads: 2 This Week
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  • 17
    GitHub Copilot SDK

    GitHub Copilot SDK

    Multi-platform SDK for integrating GitHub Copilot Agent into apps

    ...Instead of being limited to editors like VS Code, this SDK lets teams embed Copilot-style code suggestions, natural language assistance, and predictive completions anywhere they see fit—such as internal IDEs, browser extensions, documentation portals, or bespoke tools tailored to specific languages or frameworks. It provides a structured API surface for invoking the Copilot model in context with the surrounding user state, capturing document content, cursor position, and invocation triggers so suggestions are relevant and responsive. The SDK includes helpers for streaming completions, managing rate limits, handling authentication, and integrating with telemetry and analytics pipelines.
    Downloads: 0 This Week
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  • 18
    Sentry JS

    Sentry JS

    Sentry SDKs for JavaScript

    ...Source code, error filters, stack locals, Sentry enhances application performance monitoring with stack traces. Quickly identify performance issues before they become downtime. View the entire end-to-end distributed trace to see the exact, poor-performing API call and surface any related errors. Breadcrumbs make application development a little easier by showing you the trails of events that lead to the error(s).
    Downloads: 0 This Week
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  • 19
    ChatGPT Shortcut

    ChatGPT Shortcut

    Curated AI prompt manager with search, sharing, and browser access

    ...In addition to built-in prompts, users can create, edit, and organize their own prompts for personal use. It also supports community participation where users can share prompts and vote on contributions, allowing useful prompts to surface through community feedback. Browser extension support further improves accessibility by enabling a sidebar interface.
    Downloads: 0 This Week
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  • 20
    Project Dashboard

    Project Dashboard

    A modern project & task management dashboard

    Project Dashboard is a full-stack dashboard template designed to help teams and freelancers visualize progress, tasks, and metrics in a centralized UI, making project status, deadlines, and priorities easier to track at a glance. It provides Kanban boards, task lists, timelines, and customizable widgets that can surface everything from completion percentages to individual assignments and due dates. The template is built with modern frontend frameworks and pairs with backend APIs for authentication, data storage, and user management, allowing multiple collaborators to share real-time updates securely. Its modular design lets you pick and choose which panels or components matter most for your workflow and tailor layouts to match your process — whether agile, waterfall, or hybrid. ...
    Downloads: 0 This Week
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  • 21
    Nano Events

    Nano Events

    Simple and tiny (107 bytes) event emitter library for JavaScript

    ...Rather than offering many complex features, nanoevents focuses on the core primitives: creating an emitter, subscribing to named events, emitting events with arbitrary data, and unsubscribing. Because of its minimal API surface and implementation, it’s very easy to integrate into frontend or backend JS/TypeScript projects without introducing significant dependencies or weight. The simplicity reduces cognitive load: developers don’t need to read long docs or worry about advanced event semantics.
    Downloads: 0 This Week
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  • 22
    OpenAI Realtime Agents

    OpenAI Realtime Agents

    This is a simple demonstration of more advanced, agentic patterns

    ...It also supports a “Chat-Supervisor” pattern where a lightweight realtime chat agent handles user interactions and delegates more complex reasoning or tool usage to a stronger textual model (e.g. GPT-4). Because realtime agents are still a beta feature, the code and API surface are subject to changes and may evolve.
    Downloads: 0 This Week
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  • 23
    agents.md

    agents.md

    A simple, open format for guiding coding agents

    ...The idea is that AGENTS.md acts as a “README for agents”: a predictable, structured place where humans can put instructions, conventions, build/test commands, environment setup, and other guidance that generative agents (e.g. code-writing, code-assisting tools) should consult when operating in the repo. Instead of putting everything in README or doc files (which are more human-oriented and might mix high-level narrative), AGENTS.md is intended to surface agent-relevant details that help them “do the right thing” (tests, style, project structure, tooling).
    Downloads: 0 This Week
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  • 24
    Vetur

    Vetur

    Vue tooling for VS Code

    Vue tooling for VS Code, powered by vls. Try it out with Veturpack. Vetur supports syntax highlighting for vue directives (e.g. v-if or :attribute=) and vue interpolations. The supported attribute string literals are ' and ". Vetur does not support the ` backtick literal, as it makes things more complex and there is no observed benefit of using it. Vetur lets you use snippets for each embedded languages. Vetur provides scaffolding snippets for quickly defining regions. They are vue snippets...
    Downloads: 0 This Week
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  • 25
    SandDance

    SandDance

    Visually explore, understand, and present your data

    By using easy-to-understand views, SandDance helps you find insights about your data, which in turn help you tell stories supported by data, build cases based on evidence, test hypotheses, dig deeper into surface explanations, support decisions for purchases, or relate data into a wider, real world context. SandDance uses unit visualizations, which apply a one-to-one mapping between rows in your database and marks on the screen. Smooth animated transitions between views help you to maintain context as you interact with your data. This new version of SandDance has been rebuilt from scratch with the goal of being modular, extensible, and embeddable into your custom applications. ...
    Downloads: 1 This Week
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