Python Integrations

Thunder Compute

Thunder Compute is a GPU cloud for developers. It features competitive pricing, simple UX, and pre-built tools for common AI workflows. Most neoclouds are real-estate companies; they build data centers, with software as an afterthought. That software is what developers see, touch, and interact with every day. It is critical. This team of cracked systems and infrastructure engineers is flipping that script. They're building the most enjoyable, low-cost, reliable GPU cloud for developers.

Starting Price: $0.35 per hour

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LiteRT

Google

LiteRT (Lite Runtime), formerly known as TensorFlow Lite, is Google's high-performance runtime for on-device AI. It enables developers to deploy machine learning models across various platforms and microcontrollers. LiteRT supports models from TensorFlow, PyTorch, and JAX, converting them into the efficient FlatBuffers format (.tflite) for optimized on-device inference. Key features include low latency, enhanced privacy by processing data locally, reduced model and binary sizes, and efficient power consumption. The runtime offers SDKs in multiple languages such as Java/Kotlin, Swift, Objective-C, C++, and Python, facilitating integration into diverse applications. Hardware acceleration is achieved through delegates like GPU and iOS Core ML, improving performance on supported devices. LiteRT Next, currently in alpha, introduces a new set of APIs that streamline on-device hardware acceleration.

Starting Price: Free

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skillsync

Skillsync analyzes code contributions to reveal how engineers think and work, create a map of domain expertise and working styles within your team, and scale what works by identifying successful patterns and replicating them across your organization. It analyzes your codebase to find domain experts, discover unique skills, and capture successful patterns. No surveys needed, just timely insights that help you scale what works across your team. It reads your real work, pull requests, reviews, comments, and builds a living skill graph that highlights not just what contributors do, but also how they think, collaborate, and contribute. With Skillsync, you can discover hidden talent in your codebase; find the right experts for the right problems; scale unique skills with repeatable playbooks; and even build your own agents on top of real team intelligence.

Starting Price: Free

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ScreenshotAPI

ScreenshotAPI is an advanced and dynamic solution that allows users to take screenshots of a website programmatically without breaking a sweat, users can select from several available formats, JPEG, PNG, WebP, or PDF, this gives them the advantage of suiting their images to their needs, the API is simple and extremely configurable with features such as a full‑page image of the screen or a certain file type, adding custom CSS, or even a geolocation, the API additionally offers capabilities for taking screenshots in multiple scrolling dimensions and on how to extract HTML or text from webpages. With the playground, users can instantly capture full‑page or custom screenshots of any website, enjoy powerful tools such as scrolling screenshots, full‑page captures, custom CSS and JS injection, bulk screenshot processing, and much more.

Starting Price: $9 per month

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Summit

Summit is a low‑code platform for creating small programs called models that can be used inside your favorite workflow builders. It enables you to harness AI and unstructured data flowing through your automations. Summit’s low‑code toolbelt is built for the LLM era; it upgrades prompts by enriching them with real‑time, relevant context via its search engine, and delivers structured output like JSON that fits strict schemas. With a clear path to mastery, it offers a small but versatile set of building blocks so you spend less time learning docs and more time solving problems. Summit supports loops to cycle over lists, fetch paginated API data, and honor rate limits. Each model gets its own API and integrates with no‑code companions like Zapier, HubSpot, Make, Clay, or any tech stack (Python, PHP, Ruby, JavaScript). It promotes reusability and composability; models can call other models, so you can build once and reuse everywhere.

Starting Price: $125 per month

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ProxyMesh

ProxyMesh helps web scrapers avoid IP bans and rate limits to crawl data quickly and easily at an affordable price. Since 2011, ProxyMesh has been providing elite anonymous rotating IP address proxy servers to thousands of customers. We strive to provide the highest quality affordable proxies designed specifically for web scraping. ProxyMesh works with the HTTP proxy protocol, so your software can already work with us. You don't need to download anything. Our proxies maintain over 99% uptime while handling many 100s of terabytes of data every month. ProxyMesh proxies provide elite level 1 anonymity, where all identifying headers are removed, so that your requests cannot be traced back to you. And each request you make with our rotating IP proxy servers goes through a randomly chosen outgoing IP addresses, further enhancing your anonymity. Each of our rotating proxy server locations around the world has 10 outgoing IP addresses that get rotated every 12 hours.

Starting Price: $10/month

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Kodosumi

Masumi

Kodosumi is an open source, framework-agnostic runtime environment built on Ray for deploying, managing, and scaling agentic services at the enterprise level. It enables effortless deployment of AI agents with a single YAML config, offering minimal setup overhead and no vendor lock-in. Designed for handling bursty traffic and long-running workflows, it dynamically scales across Ray clusters to ensure consistent performance. Kodosumi integrates real-time logging and monitoring through the Ray dashboard, providing instant observability and streamlined debugging of complex flows. Core building blocks include autonomous agents (task performers), orchestrated flows, and deployable agentic services, all managed via a pragmatic web admin panel.

Starting Price: Free

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finlight.me

finlight.me is a powerful, developer-first news API that delivers real-time and historical financial, geopolitical, and market-moving news from a wide range of trusted sources in clean JSON format. It supports advanced querying, including keyword search with boolean operators, date/time filtering, source inclusion/exclusion, language options, sorting, and pagination, enabling precision targeting. The API offers both REST and WebSocket endpoints, the latter providing streaming delivery of new articles matching live queries, complete with sentiment analysis labels and confidence scores. Extended article endpoints include full content and summaries depending on the subscription tier. finlight’s AI-powered sentiment tagging and market-impact insights equip developers with actionable context, while support for WebSocket streaming allows for real-time alerts and deep analytics.

Starting Price: $29 per month

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Solar

Solar is a fast, flexible AI-powered platform that enables users to build custom AI agents, workflow automations, and full-stack applications, from Python backends and databases to modern front-ends and authentication, in seconds via a visual editor and collaborative canvas. It combines the power of code with no-code readability, offering integrations for email, scraping, LLM calls, tables, file storage, logic, and more, all deployable with a single click. Solar supports robust enterprise features including role-based access control, guardrails, and bring-your-own-cloud options, ensuring secure and scalable deployments. Backed by engineering expertise from renowned companies like Y Combinator, Palantir, and Jane Street, Solar caters to users ranging from solo engineers to collaborative teams by offering a generous free tier (500 credits and up to five projects), with paid plans unlocking advanced integrations, higher usage credits, team collaboration, and enterprise-grade security.

Starting Price: $30 per month

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GitAuto

GitAuto is an AI-powered coding agent that integrates with GitHub (and optional Jira) to read backlog tickets or issues, analyze your repository’s file tree and code, then autonomously generate and review pull requests, typically within three minutes per ticket. It can handle bug fixes, feature requests, and test coverage improvements. You trigger it via issue labels or dashboard selections, it writes code or unit tests, opens a PR, runs GitHub Actions, and automatically fixes failing tests until they pass. GitAuto supports ten programming languages (e.g., Python, Go, Rust, Java), is free for basic usage, and offers paid tiers for higher PR volumes and enterprise features. It follows a zero data‑retention policy; your code is processed via OpenAI but not stored. Designed to accelerate delivery by enabling teams to clear technical debt and backlogs without extensive engineering resources, GitAuto acts like an AI backend engineer that drafts, tests, and iterates.

Starting Price: $100 per month

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ScraperX

ScraperX is an AI-powered web scraping API designed to simplify and accelerate data extraction from any website. It offers intuitive integration with support for multiple programming languages, including Node.js, Python, Java, Go, C#, Perl, PHP, and Visual Basic. It features smart data extraction that automatically identifies and captures relevant data patterns across various website structures, eliminating the need for manual configuration. Users can send API requests specifying the website and data to extract, and the platform processes and analyzes the data accordingly. Real-time monitoring capabilities allow users to track data collection and receive instant alerts for any changes or updates. ScraperX also handles CAPTCHA challenges and provides proxies and IP rotation to ensure seamless data extraction without interruptions. It is built on a scalable infrastructure, supporting varying request rates to accommodate different user needs.

Starting Price: $40 per month

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serpstack

Serpstack is a real-time Google Search Engine Results Page (SERP) API that provides developers with structured search data in JSON or CSV formats. It supports a wide range of search result types, including organic listings, paid ads, images, videos, news, shopping, local results, and more. The API allows for customization of search queries based on parameters such as location, device type, language, and user agent, enabling precise targeting of search data. Serpstack employs a robust proxy network and CAPTCHA-solving technology to ensure reliable data retrieval without the need for manual intervention. It is designed for scalability, capable of handling high volumes of requests without queuing, making it suitable for both small-scale and enterprise-level applications. Developers can integrate the API using various programming languages with comprehensive documentation and code samples provided to facilitate implementation.

Starting Price: $26.99 per month

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DebuggAI

DebuggAI is an AI-powered debugging platform designed to streamline the process of identifying and resolving code issues through intelligent automation. It offers features such as text-based test requests, secure local tunneling for testing on localhost servers, and visual test reports with GIF recordings to enhance the debugging experience. The platform supports various technologies, including Node.js, Next.js, React, TypeScript, JavaScript, Python, Django, and Vite, making it versatile for different development environments. DebuggAI aims to reduce the complexity of end-to-end testing by allowing developers to generate and run tests using simple English commands, thereby improving efficiency and confidence in the development workflow.

Starting Price: $20 per month

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BaseRock AI

BaseRock.ai is an AI-driven software quality platform that automates unit and integration testing, enabling developers to generate and execute tests directly within their preferred IDEs. It leverages advanced machine learning models to analyze codebases, producing comprehensive test cases that ensure optimal code coverage and quality. By integrating seamlessly into CI/CD pipelines, BaseRock.ai facilitates early bug detection, reducing QA costs by up to 80% and boosting developer productivity by 40%. Its features include automated test generation, real-time feedback, and support for multiple programming languages such as Java, JavaScript, TypeScript, Kotlin, Python, and Go. BaseRock.ai offers flexible pricing plans, including a free tier, to accommodate various development needs. It is trusted by leading enterprises to enhance software quality and accelerate feature delivery.

Starting Price: $14.99 per month

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TrustCaptcha

TrustCaptcha protects your website from bots and spam—without any user interaction. Unlike traditional CAPTCHAs that rely on image puzzles and clicks, TrustCaptcha works invisibly in the background. It activates as users type, completing before they hit submit—reducing bounce rates and improving conversions. Behind the scenes, a smart trust scoring system evaluates each request, while a lightweight proof-of-work mechanism makes spam attacks costly for bots but unnoticeable for real users. This combination blocks abuse without disrupting the user experience. Fully GDPR-compliant and customizable, TrustCaptcha lets you adjust language, design, and visibility—even run it completely hidden. Integration is fast with clear documentation and support for major frameworks. Choose between fixed pricing or pay-per-use, so you only pay for what you need. TrustCaptcha delivers secure, seamless protection that boosts performance—not friction.

Starting Price: €8/month

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CodeFriends

CodeFriends is an interactive, browser-based coding and AI learning platform that makes mastering programming fast and hands-on. It features a real-time code editor, an AI-powered tutor, and live learning stats so you can jump straight into practice without installing any software. Expert-designed courses cover Python, web development (HTML/CSS/JavaScript), AI fundamentals, prompt engineering, and work automation, each with hundreds of lessons and embedded exercises. Hands-on projects let you launch websites or automations with one click and share live links instantly. Advanced tools include AI code generation for smarter coding, step-by-step lectures, digital textbooks with in-depth explanations, project versioning with rollback, one-click hosting, and downloadable code exports for portfolios. Institutions can access custom curricula, flexible online training, and an admin dashboard with AI-driven analytics to track learner progress.

Starting Price: $11 per month

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OpenMemory

OpenMemory is a Chrome extension that adds a universal memory layer to browser-based AI tools, capturing context from your interactions with ChatGPT, Claude, Perplexity and more so every AI picks up right where you left off. It auto-loads your preferences, project setups, progress notes, and custom instructions across sessions and platforms, enriching prompts with context-rich snippets to deliver more personalized, relevant responses. With one-click sync from ChatGPT, you preserve existing memories and make them available everywhere, while granular controls let you view, edit, or disable memories for specific tools or sessions. Designed as a lightweight, secure extension, it ensures seamless cross-device synchronization, integrates with major AI chat interfaces via a simple toolbar, and offers workflow templates for use cases like code reviews, research note-taking, and creative brainstorming.

Starting Price: $19 per month

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LLM Gateway

LLM Gateway is a fully open source, unified API gateway that lets you route, manage, and analyze requests to any large language model provider, OpenAI, Anthropic, Gemini Enterprise Agent Platform, and more, using a single, OpenAI-compatible endpoint. It offers multi-provider support with seamless migration and integration, dynamic model orchestration that routes each request to the optimal engine, and comprehensive usage analytics to track requests, token consumption, response times, and costs in real time. Built-in performance monitoring lets you compare models’ accuracy and cost-effectiveness, while secure key management centralizes API credentials under role-based controls. You can deploy LLM Gateway on your own infrastructure under the MIT license or use the hosted service as a progressive web app, and simple integration means you only need to change your API base URL, your existing code in any language or framework (cURL, Python, TypeScript, Go, etc.)

Starting Price: $50 per month

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Urlbox

Urlbox is the trusted website screenshot service that delivers flawless, full-page captures at scale via a single, developer-friendly API. Designed from the ground up for high-volume, automated screenshots, it renders pages “as meticulously as a designer on macOS,” supports over 100 browser rendering options (including viewport, element and full-page modes), and produces PNG, PDF, video or fully hydrated HTML, Markdown and metadata outputs with custom JavaScript. Whether you need one screenshot or one million before breakfast, Urlbox’s globally distributed, headless-browser infrastructure handles massive workloads without breaking a sweat. It's a single API call that lets you control dimensions, formats, device emulation, authentication, CSS injection, dark mode, banner hiding, and more, ensuring accuracy, consistency, and security for research, compliance, design, marketing, and monitoring.

Starting Price: $49 per month

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ApiFlash

ApiFlash is a simple, powerful screenshot API based on up-to-date Google Chrome instances and AWS Lambda that delivers pixel-perfect, full-page or viewport-specific captures in PNG, JPEG, or WebP formats. Its highly scalable infrastructure guarantees stability under heavy workloads, while full HTTPS endpoints ensure secure communications and privacy. With parameters for mobile or desktop screenshots, ad blocking, cookie-banner hiding, and S3 exports, ApiFlash makes it easy to customize captures without manual intervention. Automatic capture timing detects when pages are fully loaded before rendering, and comprehensive documentation supports fast integration. Designed for reliability and flexibility, ApiFlash lets you convert any URL into a high-quality image through a single, well-documented API endpoint.

Starting Price: $7 per month

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runcell.dev

Runcell is a Jupyter-native AI agent that understands your notebooks, writes code and executes cells so you can focus on insights, offering four AI-powered modes in one high-performance extension: Interactive Learning Mode provides an AI teacher that explains concepts with live code examples, step-by-step algorithm comparisons and real-time visual execution; Autonomous Agent Mode takes full control of your notebook to execute cells, automate complex workflows, reduce manual tasks and handle errors intelligently; Smart Edit Mode acts as a context-aware assistant, delivering intelligent code suggestions, automated optimizations and real-time syntax and logic improvements; and AI-Enhanced Jupyter lets you ask natural-language questions about your code, generate AI-powered solutions and receive smart recommendations for next steps, all seamlessly integrated into the familiar Jupyter interface.

Starting Price: $20 per month

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Void Editor

Void is an open source AI code editor and Cursor alternative built as a fork of VS Code, enabling developers to write code with advanced AI assistance while retaining full control over their data. It supports seamless integration with any large language model, such as DeepSeek, Llama, Qwen, Gemini, Claude, and Grok, connecting directly without routing through a private backend. Core features include tab‑triggered autocomplete, inline quick edit, and a versatile AI chat interface offering normal chat, a restricted gather mode for read/search-only tasks, and an agent mode that automates file and folder operations, terminal commands, and MCP tool access. Void delivers high‑performance operations, including fast apply on files with thousands of lines, alongside checkpoint management for model updates, native tool execution, and lint error detection. Developers can transfer all themes, keybindings, and settings from VS Code in one click and host models locally or via the cloud.

Starting Price: Free

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CodeSession

CodeSession is a collaborative coding interview platform and web‑based IDE that enables real‑time and take‑home technical assessments without any local setup. With support for over 40 programming and scripting languages, interviewers and candidates work together in a shared environment featuring syntax highlighting, auto-formatting, and customizable code templates. The platform also offers live whiteboarding, integrated take‑home test delivery, unlimited user seats, and permanent interview storage at unique links, ensuring that all sessions can be reviewed at any time. Designed for rapid deployment, most teams are ready to start interviewing within 15 minutes of signing up, and no additional infrastructure or external portals are required. CodeSession captures every keystroke and drawing action, streamlining evaluation of problem‑solving skills and code quality.

Starting Price: $50 per month

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Bypass.io

Bypass is a premium proxy network offering ethically sourced residential, static residential, datacenter, and mobile LTE proxies that give businesses fast, anonymous, and scalable access to region-locked content and competitive intelligence for use cases like web scraping, SEO monitoring, market research, brand protection, and automation; it supports industry-standard HTTP/HTTPS and SOCKS5 protocols, provides sticky or rotating IPs with real-time geographic targeting (state/city), and exposes a unified, intuitive dashboard with real-time analytics, API access, and integration guides so teams can programmatically manage proxies, generate lists, and observe performance while maintaining uptime and consistency. It emphasizes reliability with a 99.9% uptime commitment, live expert 24/7 support, and enterprise-grade management features including dedicated datacenter IPs for stable identity, unlimited threads/bandwidth to avoid artificial caps.

Starting Price: $0.4 per day

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ByteDance Seed

ByteDance

Seed Diffusion Preview is a large-scale, code-focused language model that uses discrete-state diffusion to generate code non-sequentially, achieving dramatically faster inference without sacrificing quality by decoupling generation from the token-by-token bottleneck of autoregressive models. It combines a two-stage curriculum, mask-based corruption followed by edit-based augmentation, to robustly train a standard dense Transformer, striking a balance between speed and accuracy and avoiding shortcuts like carry-over unmasking to preserve principled density estimation. The model delivers an inference speed of 2,146 tokens/sec on H20 GPUs, outperforming contemporary diffusion baselines while matching or exceeding their accuracy on standard code benchmarks, including editing tasks, thereby establishing a new speed-quality Pareto frontier and demonstrating discrete diffusion’s practical viability for real-world code generation.

Starting Price: Free

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GPT-5 mini

OpenAI

GPT-5 mini is a streamlined, faster, and more affordable variant of OpenAI’s GPT-5, optimized for well-defined tasks and precise prompts. It supports text and image inputs and delivers high-quality text outputs with a 400,000-token context window and up to 128,000 output tokens. This model excels at rapid response times, making it suitable for applications requiring fast, accurate language understanding without the full overhead of GPT-5. Pricing is cost-effective, with input tokens at $0.25 per million and output tokens at $2 per million, providing savings over the flagship model. GPT-5 mini supports advanced features like streaming, function calling, structured outputs, and fine-tuning, but does not support audio input or image generation. It integrates well with various API endpoints including chat completions, responses, and embeddings, making it versatile for many AI-powered tasks.

Starting Price: $0.25 per 1M tokens

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GPT-5 nano

OpenAI

GPT-5 nano is OpenAI’s fastest and most affordable version of the GPT-5 family, designed for high-speed text processing tasks like summarization and classification. It supports text and image inputs, generating high-quality text outputs with a large 400,000-token context window and up to 128,000 output tokens. GPT-5 nano offers very fast response times, making it ideal for applications requiring quick turnaround without sacrificing quality. Pricing is extremely competitive, with input tokens costing $0.05 per million and output tokens $0.40 per million, making it accessible for budget-conscious projects. The model supports advanced API features such as streaming, function calling, structured outputs, and fine-tuning. While it supports image input, it does not handle audio input or web search, focusing on core text tasks efficiently.

Starting Price: $0.05 per 1M tokens

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Codeflash

Codeflash is an AI-powered tool that automatically identifies and applies performance optimizations to Python code, discovering improvements across entire projects or within GitHub pull requests, enabling faster execution without sacrificing feature development. With simple installation and initialization, it has delivered dramatic speedups. Trusted by engineering teams at organizations, Codeflash has helped achieve outcomes such as 25% faster object detection (boosting Roboflow's throughput from 80 to 100 FPS), tens of merged pull requests delivering speedups in Albumentations, and ensured confidence in merging optimized code in Pydantic’s 300M+ download codebase. Codeflash can be integrated as a GitHub Action to catch slow code before shipping, and it maintains strong privacy and security with encrypted data handling.

Starting Price: $30 per month

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Arcade

Arcade.dev is an AI tool-calling platform that enables AI agents to securely perform real-world actions, like sending emails, messaging, updating systems, or triggering workflows, through authenticated, user-authorized integrations. By acting as an authenticated proxy based on the OpenAI API spec, Arcade.dev lets models invoke external services (such as Gmail, Slack, GitHub, Salesforce, Notion, and more) via pre-built connectors or custom tool SDKs, managing authentication, token handling, and security seamlessly. Developers work with a unified client interface (arcadepy for Python or arcadejs for JavaScript), facilitating tool execution and authorization without burdening application logic with credentials or API specifics. It supports secure deployments in the cloud, private VPCs, or on premises, and includes a control plane for managing tools, users, permissions, and observability.

Starting Price: $50 per month

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Async

Async is a developer-first AI voice platform, rooted in technology that powers Podcastle, offering premium text-to-speech and voice cloning via a simple, high-performance API. Developers gain access to broadcast-quality, natural-sounding voices with under-200 ms latency, and can create personalized voice clones using just a three-second audio sample. It supports streaming output so audio plays as it’s generated, and offers transparent usage-based billing with real-time daily stats and per-second cost control. Built to scale from prototypes to full production, Async makes advanced voice capabilities accessible to indie developers and enterprises alike, backed by the same trusted infrastructure that fueled Podcastle.

Starting Price: $1 per hour

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TEN

TEN (Transformative Extensions Network) is an open source framework designed to empower developers to build real-time multimodal AI agents capable of voice, video, text, image, and data-stream interaction with ultra-low latency. It includes a full ecosystem, TEN Turn Detection, TEN Agent, and TMAN Designer, allowing developers to rapidly assemble human-like, responsive agents that can see, speak, hear, and interact. With support for languages like Python, C++, and Go, it offers flexible deployment on both edge and cloud environments. Using components like graph-based workflow design, drag-and-drop UI (via TMAN Designer), and reusable extensions such as real-time avatars, RAG (Retrieval-Augmented Generation), and image generation, TEN enables highly customizable, scalable agent development with minimal code.

Starting Price: Free

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Parlant

Parlant is a production-ready, open source framework for building compliant AI chat agents that reliably follow instructions and scale with complexity. It enables developers to create adaptive, iterative, and explainable conversational agents using natural-language behavior modeling, including guidelines, journeys, canned responses, retrievers, glossaries, and tools, all versionable via Git. Its guidelines let you nudge agent behavior contextually and precisely, while journeys define multi-step interaction flows; canned responses ensure consistency in high-risk scenarios; and explainability tools provide clear visibility into why each decision was made. Tools require matching guidelines to execute, cleanly separating business logic from conversation behavior, enabling developers and business experts to collaborate independently. Built-in features like session persistence, tool result tracking across sessions, and a drop-in React chat widget make it easy to install.

Starting Price: Free

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Splash AI

Splash AI is an AI-powered data analytics and visualization platform that enables users to effortlessly transform raw data into insights using natural-language prompts, no coding required. Users simply upload their data, ask for analysis in plain English, and receive instant, actionable results in the form of clean, interactive charts, tables, or full reports. It handles data cleaning, analysis, and visualization seamlessly, and offers use-case–specific dashboards like sales analytics (performance tracking and revenue forecasting), marketing ROI (campaign effectiveness and cohort trends), financial reporting (P&L flow via Sankey diagrams and margin insights), and customer insights (segmented behavior dashboards and funnels). Entire workflows, from upload to insight, are executed in minutes, eliminating complex setups.

Starting Price: $20 per month

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Qoder

Qoder is an agentic coding platform engineered for real software development, designed to go far beyond typical code completion by combining enhanced context engineering with intelligent AI agents that deeply understand your project. It allows developers to delegate complex, asynchronous tasks using its Quest Mode, where agents work autonomously and return finished results, and to extend capabilities through Model Context Protocol (MCP) integrations with external tools and services. Qoder’s Memory system preserves coding style, project-specific guidance, and reusable context to ensure consistent, project-aware outputs over time. Developers can also interact via chat for guidance or code suggestions, maintain a Repo Wiki for knowledge consolidation, and control behavior through Rules to keep AI-generated work safe and guided. This blend of context-aware automation, agent delegation, and customizable AI behavior empowers teams to think deeper, code smarter, and build better.

Starting Price: $20/month

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TraceRoot.AI

TraceRoot.AI is an open source, AI-native observability and debugging platform designed to help engineering teams resolve production issues faster. It consolidates telemetry into a single correlated execution tree that provides causal context for failures. AI agents operate over this structured view to summarize issues, pinpoint likely root causes, and even suggest actionable fixes or draft GitHub issues and pull requests. It offers interactive trace exploration with zoomable log clusters, span and latency views, and code-linked insights. Lightweight SDKs for Python and TypeScript enable seamless instrumentation using OpenTelemetry, with support for both self-hosted and cloud deployment. Human-in-the-loop interaction is central: developers can guide reasoning by selecting relevant spans or logs, then verify agent reasoning through traceable context.

Starting Price: $49 per month

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HiveMind

HiveMind AI is an intelligent, AI-powered recruitment assistant designed to automate and streamline hiring for startups and growing teams. It autonomously sorts and ranks resumes, conducts skill-based assessments, and engages candidates through communication workflows. It automates the first-touch hiring conversation, posing the right screening questions, capturing key responses, and instantly qualifying applicants, while maintaining transparent candidate interactions to preserve employer reputation. Beyond document review, HiveMind AI evaluates applicants through video assessments, analyzing recorded responses to make screening more efficient and scalable. It handles scheduling, communications, and follow-ups, enabling recruiters to stay engaged without the manual overhead, thus ensuring smooth, automated hiring operations.

Starting Price: $299 per month

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Rafter

Rafter is a developer-friendly security scanning platform that lets you detect and address vulnerabilities in your GitHub repositories with a single click or command. It integrates seamlessly via a browser-based dashboard, CLI, or REST API to scan JavaScript, TypeScript, and Python code for a range of issues, including exposed API keys, SQL injection, XSS flaws, insecure dependencies, hardcoded credentials, and authentication weaknesses. Results are clearly categorized into “Errors,” “Warnings,” and “Improvements,” each offering detailed explanations, code locations, remediation steps, and formatted prompts ready to paste into AI coding assistants. You can view findings in JSON or Markdown, automate scans within CI/CD pipelines, and pull scan results directly into your workflows. Whether you prefer no-code, low-code, or full-code environments, Rafter adapts flexibly to your setup, making proactive security early in development effortless and scalable.

Starting Price: $39

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PyPI

PyPI is the official repository for Python software packages, hosting hundreds of thousands of projects that developers can publish and users can discover and install. It supports both source distributions (“sdists”) and pre-built binary “wheels”, allowing packages to include native extensions for different platforms. Projects on PyPI consist of multiple releases, each of which can include various files for different operating systems or Python versions. Metadata for each package includes things like version number, dependencies, licensing, classifiers, description (including rendering Markdown or reStructuredText), and other information that tools like pip use to resolve, download, and install the correct package. PyPI provides search and filtering based on package metadata, letting users find what they need via keywords, compatibility, or other package attributes.

Starting Price: Free

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pdf2docx

Artifex

pdf2docx is a Python library that uses PyMuPDF to extract data from PDF files, parse their layouts according to rules, and generate corresponding .docx files via python-docx. It supports conversion of text, images, tables, and other structural elements; it includes tools to extract tables, handle formatting, and preserve layout as much as possible. It offers both a command-line interface and a graphical user interface. The internal architecture is modular; it includes packages for handling pages, layout, tables, images, shape paths, text spans/blocks, and other elements, enabling fine control over how PDF content is mapped into Word documents. Developers can use the API for batch conversions or integrate it into workflows; there's documentation on installation (from PyPI or source), usage, and technical details of layout-parsing, table extraction, and internal modules. The project is open source, hosted on GitHub, and made available under its license with no warranty.

Starting Price: Free

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Macroscope

Macroscope is an AI-powered analytics and visibility tool for engineering and product teams that connects directly to a company’s codebase, commit history, issue/ticket systems like Linear or Jira, and Slack, in order to automatically generate insights about what is happening in the development workflow. It analyzes changes via code-walking the Abstract Syntax Tree (AST) to understand relationships and dependencies in code, then produces summaries of commits, pull requests (including auto-reviews and PR descriptions), overall codebase changes, and trends in feature development or bug resolution. Stakeholders can ask natural language questions about progress (“What did we ship last week?” etc.), see how engineering time is allocated, detect high-signal bugs with fewer false positives, and track productivity and status without needing to dive into all the individual diffs.

Starting Price: $30 per month

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Nitric

Nitric is an open source, cloud-agnostic backend framework that enables developers to declare infrastructure as code and automate deployments using pluggable plugins. It supports multiple languages, including JavaScript, TypeScript, Python, Go, and Dart. Key features include defining APIs (REST, HTTP), serverless functions, routing, authentication/authorization (OIDC-compatible), storage (object/file storage, signed URLs, bucket events), databases (e.g., managed Postgres with migrations), messaging (queues, topics, pub/sub), websockets, scheduled tasks, and secrets management. Nitric integrates with tools like Terraform or Pulumi, or lets you write your own plugins, and works with major cloud providers (AWS, Azure, Google Cloud). It also supports local development with simulated cloud environments so you can prototype, test, and iterate without incurring cloud cost. The framework emphasizes declarative security, resource access management, and portability.

Starting Price: Free

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Brokk

Brokk is an AI-native code assistant built to handle large, complex codebases by giving language models compiler-grade understanding of code structure, semantics, and dependencies. It enables context management by selectively loading summaries, diffs, or full files into a workspace so that the AI sees just the relevant portions of a million-line codebase rather than everything. Brokk supports actions such as Quick Context, which suggests files to include based on embeddings and structural relevance; Deep Scan, which uses more powerful models to recommend which files to edit or summarize further; and Agentic Search, allowing multi-step exploration of symbols, call graphs, or usages across the project. The architecture is grounded in static analysis via Joern (offering type inference beyond simple ASTs) and uses JLama for fast embedding inference to guide context changes. Brokk is offered as a standalone Java application (not an IDE plugin) to let users supervise AI workflows clearly.

Starting Price: $20 per month

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CTRLpotato

CTRLpotato is a macOS + Windows real-time AI interview assistant for live interviews, coding challenges, and proctored online tests. With one keystroke, it captures text selections, screenshots, or live-transcribed audio, fuses the context, and returns a concise, human-sounding solution from top models (GPT-5, Claude, Gemini, etc.). Runs off-screen or mirrored to your phone for screen-share safety, with custom shortcuts, resume/document context, and instant model switching. Zero on-screen clutter, stealth by design, and answers in 2–3 seconds—so candidates deliver clear, confident responses on Zoom/Teams, HackerRank, TestGorilla, and more.

Starting Price: $29/month/user

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Flox

Flox is a development environment manager and package tool that lets developers define, share, and replicate consistent environments across machines by leveraging the Nix ecosystem. Flox lets you create environments via a simple manifest.toml, layering and replacing dependencies precisely where needed. It activates subshells with reproducible dependencies and integrates shell hooks, version constraints, and services (e.g., local databases) to automate setup. Because it runs on the host system (rather than inside containers), developers maintain access to files, configurations, SSH keys, and shell aliases without Docker-style bind mounts. Flox supports cross-platform and multi-architecture environments by default, allowing environments to run identically on various systems; you can constrain them to specific systems or use package groups to manage architecture-specific dependencies.

Starting Price: $20 per month

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seenode

seenode is the European developer cloud that makes deploying and running apps effortless. Whether you’re building with Django, Node.js, Python, or Elixir, Seenode provides an environment optimized for modern development workflows. Key features include Git-based deployments, CLI and API tooling, persistent storage, and worker services for background tasks. With pricing starting at just €3/month and a free 7-day trial, seenode offers an affordable alternative to platforms like Heroku or Railway -without vendor lock-in. By hosting entirely in the EU, seenode ensures fast performance, data compliance, and peace of mind for developers and businesses. Deploy your apps in minutes, manage them with ease, and scale without surprises.

Starting Price: $1/month

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AgentKit

OpenAI

AgentKit is a unified suite of tools designed to streamline the process of building, deploying, and optimizing AI agents. It introduces Agent Builder, a visual canvas that lets developers compose multi-agent workflows via drag-and-drop nodes, set guardrails, preview runs, and version workflows. The Connector Registry centralizes the management of data and tool integrations across workspaces and ensures governance and access control. ChatKit enables frictionless embedding of agentic chat interfaces, customizable to match branding and experience, into web or app environments. To support robust performance and reliability, AgentKit enhances its evaluation infrastructure with datasets, trace grading, automated prompt optimization, and support for third-party models. It also supports reinforcement fine-tuning to push agent capabilities further.

Starting Price: Free

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Gemini Enterprise

Google

Gemini Enterprise app is an advanced AI-powered platform that brings Google’s AI capabilities to every employee, enabling organizations to automate workflows, analyze data, and create high-quality content across multiple business functions. It securely connects to tools like Microsoft 365, Google Workspace, HubSpot, and Jira, allowing users to search and interact with their business data using natural language. The platform supports prebuilt agents such as NotebookLM and Deep Research, helping teams quickly extract insights and streamline tasks. It also allows users to build custom no-code agents to automate multi-step workflows across different applications. With centralized management, organizations can deploy and monitor all agents from a single interface. Built-in security and governance features ensure data privacy and compliance with enterprise standards. Overall, Gemini Enterprise app enhances productivity by combining AI automation with secure data integration.

Starting Price: $21 per month

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MegaETH

MegaETH is a next-generation blockchain execution platform built to deliver extreme performance and efficiency for decentralized applications and high-throughput workloads. To achieve this, MegaETH introduces a new state trie design that scales smoothly to terabytes of state data with minimal I/O cost. It implements a write-optimized storage backend to replace traditional high-amplification databases, ensuring fast, predictable read and write latencies. It uses just-in-time bytecode compilation to eliminate interpretation overhead and bring near native code speed to compute-intensive smart contracts. MegaETH also supports a two-pronged parallel execution model; block producers use a flexible concurrency protocol, while full nodes employ stateless validation to maximize parallel speedups. For network synchronization, MegaETH features a custom peer-to-peer protocol with compression techniques that allow even nodes with limited bandwidth to stay in sync at high throughput.

Starting Price: Free

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ParityDeals

ParityDeals is a cloud-based monetization and pricing engine that empowers digital product teams to design, test, and deploy dynamic pricing, usage-based billing, and localized pricing tables without touching code. It enables real-time metering of usage metrics such as API calls, active users, data storage, or seats, and supports the full spectrum of pricing models, including flat-fee, tiers, pay-as-you-go, hybrid, volume, add-ons, and one-time purchases. With one integration and a unified dashboard, teams can publish or update pricing, promotions, and entitlements instantly and manage feature gating, usage limits, overages, free trials, and grandfathering. ParityDeals supports geo-localization of pricing in over 135 currencies and enables purchasing-power parity rules, VPN/proxy blocking, translation, localization, and regional discounting. It also includes AB experiments for pricing and feature variants, instant publishing of updated tables, real-time conversion, and usage analytics.

Starting Price: $55 per month

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Metorial

Metorial is an open source, developer-centric integration platform that streamlines the creation, deployment, monitoring, and scaling of agentic AI applications by connecting models to tools, data, and APIs via the Model Context Protocol. With a catalog of over 600 verified MCP “servers,” developers can give their agents capabilities like interacting with Slack, Google Calendar, Notion, APIs, databases, or other systems in just a few clicks or one API call. Metorial’s infrastructure is serverless and built for scale, deploying MCP servers in three clicks or an API call, supporting “zero to millions” of requests, and offering out-of-the-box observability including detailed logging, tracing, session replay, and error alerts. A full set of SDKs (Python, TypeScript) is provided, and every interaction is traceable so teams can audit and optimize agent behaviour. Whether self-hosted or cloud-powered, Metorial offers enterprise-grade security and multi-tenant support.

Starting Price: $35 per month

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Python Integrations

1504 Integrations with Python

Thunder Compute

LiteRT

skillsync

ScreenshotAPI

Summit

ProxyMesh

Kodosumi

finlight.me

Solar

GitAuto

ScraperX

serpstack

DebuggAI

BaseRock AI

TrustCaptcha

CodeFriends

OpenMemory

LLM Gateway

Urlbox

ApiFlash

runcell.dev

Void Editor

CodeSession

Bypass.io

ByteDance Seed

GPT-5 mini

GPT-5 nano

Codeflash

Arcade

Async

TEN

Parlant

Splash AI

Qoder

TraceRoot.AI

HiveMind

Rafter

PyPI

pdf2docx

Macroscope

Nitric

Brokk

CTRLpotato

Flox

seenode

AgentKit

Gemini Enterprise

MegaETH

ParityDeals

Metorial

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