Home Install Pricing Tools AI Tools Directory
AI Tools Directory Independent, plain-language write-ups of well-known AI tools - what each one actually does, not marketing copy. WingMan Protocol isn't affiliated with any tool listed here. 182 tools listed, grouped by category.
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/mcp/tools/ Video Generation 12 D-ID Generates talking-avatar videos: give it a photo (or a stock avatar) and a script or audio track, and it produces a video of that face… Descript A video/podcast editor built around a transcript: you edit the text and the audio/video track follows, plus AI features for filler-word… Fliki Turns a script or blog post into a narrated video by matching AI voiceover to stock or AI-generated visuals per scene, aimed at creators… HeyGen An AI video platform for avatar-presented videos and voice/lip-sync dubbing, positioned heavily at marketing and sales teams producing… Kling Kuaishou's text- and image-to-video generation model, producing multi-second clips with camera motion and physics from a written prompt or… Luma Dream Machine Luma Labs' text/image-to-video model, generating short, physically plausible clips with camera motion from a prompt or a starting image. Opus Clip Takes a long-form video (a podcast episode, webinar or stream) and automatically finds and cuts short, vertical highlight clips suited to… Pictory Turns a script, blog post or long video into a short marketing or social video: it can auto-select stock footage and match it to a… Pika A text/image-to-video generator aimed at quick, stylized short clips, with editing controls for camera motion, in/out-painting and… Runway A creative-AI suite best known for text-to-video and image-to-video generation, plus a browser-based video editor with AI tools like… Synthesia Turns a script into a video presented by an AI avatar speaking in dozens of languages, aimed at training videos, product explainers and… VEED A browser-based video editor with AI features layered on a standard timeline - auto-captioning and translation, background removal, an AI… Voice Audio 11 AssemblyAI A speech-to-text and audio-intelligence API for developers: it transcribes audio and video, then layers on models for speaker labels,… Deepgram Provides speech-to-text and text-to-speech APIs built for low-latency, high-volume use - voice agents, call centers, live captioning -… ElevenLabs A text-to-speech and voice-cloning platform built around natural-sounding output, used for audiobooks, dubbing and voice agents, with an… Krisp An AI noise-cancellation app that strips background noise, echo and other voices out of your microphone and speaker audio in real time… LOVO AI A text-to-speech and voice-cloning platform with a large library of AI voices across many languages and accents, aimed at video,… Murf AI A text-to-speech studio aimed at voiceover work - narration for training videos, presentations and ads - with a timeline editor for pacing… Otter.ai Live transcription for meetings and calls, with automatic summaries, speaker labels, and action-item extraction; it can join calendar… Resemble AI A voice-cloning and speech-generation platform with a focus on real-time and low-latency use cases (voice agents, games, localized… Speechify Converts text - documents, web pages, PDFs, even physical books via a camera scan - into natural-sounding speech, aimed at people who want… Suno Generates full songs - vocals, lyrics and instrumentation - from a text description or a style reference, aimed at anyone who wants a… Voicemod A real-time voice changer and soundboard, most often used to modify or add sound effects to your microphone audio while gaming, streaming,… Data Analytics 10 Akkio A no-code predictive analytics platform: upload a dataset and it builds and evaluates machine-learning models for forecasting or… DataRobot An enterprise platform for building, deploying and monitoring machine-learning and generative-AI applications, automating much of the… Deepnote A collaborative, cloud-hosted data science notebook (a Jupyter-style alternative) with a built-in AI assistant that can write and fix… H2O.ai The company behind H2O-3, an open-source automated machine-learning library, plus a commercial 'Driverless AI' and generative-AI platform… Hex A notebook-plus-dashboard platform for data teams that blends SQL, Python and no-code cells with an AI assistant for writing queries and… Julius AI A chat-based data analyst: upload a spreadsheet or dataset and ask questions in plain language, and it writes and runs the underlying… Paradigm AI-native spreadsheet where each cell can call an AI agent to research, extract, and analyze data automatically. Polymer Turns a spreadsheet or database into an explorable, filterable dashboard automatically - it infers which fields are dates, categories or… Rows A spreadsheet that can pull in live data from APIs, marketing/sales tools and databases, with an AI assistant that can write a formula or… ThoughtSpot A search- and AI-driven business intelligence platform: ask a business question in natural language (via its 'Spotter' AI) and it queries… Research Analysis 10 ChatPDF A simple chat interface for a single PDF: upload a document and ask questions about its contents, and it answers based only on that file,… Consensus A search engine built specifically for academic papers: ask a research question and it finds relevant studies, extracts findings, and can… Elicit A research assistant for academic literature: it finds relevant papers, extracts and tabulates data across them, and summarizes findings,… Exa A search engine built for AI use: instead of keyword matching, it retrieves by meaning/embeddings, and ships an API meant for agents and… Humata Lets you upload documents (PDFs, contracts, research papers) and ask questions about them in chat, with answers pointing back to the… NotebookLM Google's research and note-taking tool that answers questions and generates summaries or audio 'overviews' grounded only in sources you… ResearchRabbit Helps map and explore academic literature visually: starting from a seed paper or your own library, it surfaces related, co-cited and… SciSpace An AI tool for reading and querying academic papers - explains dense passages in plain language, answers questions grounded in a specific… Semantic Scholar Built by the Allen Institute for AI, a free academic search engine that uses AI to extract citations, summarize papers ('TLDRs'), and… You.com An AI search and research app that answers with cited sources and can run agentic multi-step research tasks, positioned as an alternative… Agents Automation 9 AutoGPT One of the first open-source autonomous agent projects: give it a goal and it plans and executes a chain of steps (including calling… Composio Provides a library of pre-built, authenticated tool integrations (email, calendars, CRMs, code hosts and more) that AI agents can call,… CrewAI An open-source framework for orchestrating multiple AI agents with distinct roles that collaborate on a task, plus a hosted platform for… Dust Lets companies build custom AI agents that are grounded in their own internal data and tools (docs, tickets, code, Slack, etc.), aimed at… Flowise An open-source, drag-and-drop builder for LLM applications and agents - chains, RAG pipelines, and tool-calling agents assembled visually… LangChain An open-source framework for building LLM applications - chains, tool use, memory and retrieval - that became a common building block for… Lindy Lets you build AI agents/assistants without code that can handle tasks like triaging email, scheduling meetings, or following up on leads,… n8n An open-source, self-hostable workflow automation tool (a Zapier alternative) with a visual node editor that now includes AI/agent nodes… Relevance AI A no-code platform for building and deploying AI agents and multi-step workflows, aimed at business teams who want to wire up an agent to… Coding Assistants 8 Aider An open-source, terminal-based AI pair programmer you run against your own choice of LLM. It edits real files in your local git repo,… Bolt StackBlitz's browser-based AI app builder: it scaffolds a full web app from a prompt and runs it in an in-browser dev environment where… Continue An open-source AI coding assistant for VS Code and JetBrains that lets you plug in any model (hosted or local) rather than locking you… Cursor A VS Code-based editor built around AI-assisted coding: inline edit-by-prompt, chat that can read and change the whole codebase, and an… Devin (Cognition) Cognition's autonomous AI software engineer: given a ticket or prompt, it plans the work, writes and tests code, and iterates with a live… GitHub Copilot GitHub's AI pair programmer, built into VS Code, JetBrains IDEs, Neovim and github.com. It suggests inline completions, can draft whole… Tabnine An AI code-completion assistant that plugs into most major IDEs, with an emphasis on private/self-hosted deployment for enterprises that… v0 Vercel's AI tool for generating and iterating on UI: describe a screen or component in plain language and it produces working… Agent Frameworks 7 AG2 An open-source framework (a community-governed continuation of the AutoGen project) for building systems of multiple LLM agents that… Botpress A visual builder for chatbot and agent workflows - flows, knowledge bases and tool integrations assembled without code - that deploys to a… Griptape An open-source Python framework for building structured, predictable AI agents and pipelines - tasks, tools and memory as explicit… Haystack An open-source Python framework (by deepset) for building production search, question-answering and agent pipelines - composable… Letta An open-source framework and platform (built on the MemGPT research) for building agents with persistent, long-term memory, so an agent… Rasa A long-standing open-source framework for building conversational AI - intent recognition, dialogue management and integrations - aimed at… Vellum A platform for building, testing and deploying LLM workflows and agents through a visual builder, with version control, evaluation and… Coding Agent 7 Augment Code AI coding agent for VS Code and JetBrains that can run code, use the terminal, find bugs, and analyze large codebases. Cline Open-source autonomous coding agent that runs as a VS Code extension, editing files and running terminal commands with human approval at… Kilo Code Open-source AI coding agent available as a VS Code extension, JetBrains plugin, and CLI, connecting to 500+ models via OpenRouter with no… opencode Open-source, terminal-native AI coding agent with broad model-provider support, LSP integration, and a privacy-first design. Sourcegraph Amp Agentic coding tool built on Sourcegraph's code-search infrastructure, giving the agent a deep, whole-codebase graph to reason over. Warp Rust-based, GPU-accelerated terminal rebuilt around AI, able to run multiple coding agents in parallel inside terminal blocks. Zed High-performance, Rust-native code editor with AI features (inline edits, agent panel) built directly into the core editing experience. Evals Observability 7 Arize AI An ML and LLM observability platform that monitors models and AI applications in production for drift, embedding-space issues and output… Braintrust An evaluation platform for AI applications: run a prompt or pipeline change against a test dataset, score the outputs, and track whether… Comet An ML experiment-tracking platform (logging training runs, metrics and models) that has added Opik, a dedicated tool for tracing and… Galileo An evaluation and observability platform for LLM applications that scores production and pre-release outputs for hallucination and quality… Langfuse An open-source LLM engineering platform for tracing what an application's prompts and agent steps actually did in production, plus tools… Patronus AI An AI evaluation and safety platform that automatically scores an LLM's outputs against test cases for correctness, safety and… WhyLabs An AI observability platform that monitors data and model quality drift in production - including LLM-specific monitoring via its LangKit… Healthcare 7 Abridge An AI medical scribe: it listens to a clinician-patient conversation (with consent) and generates a structured clinical note for the… Ada A symptom-checker app: you describe your symptoms through a guided chat, and it suggests possible causes and how urgently to seek care,… Ambience Healthcare Ambient AI medical scribe that listens to clinician-patient visits and generates structured clinical notes, coding support, and… K Health A symptom-checker and virtual primary-care app: it asks about your symptoms and compares them (anonymously) against a large base of prior… Nabla An AI copilot for clinicians that listens to a patient visit and drafts the clinical note in the format a specific specialty or EHR… Suki A voice-based AI assistant for clinicians that listens during a patient visit and drafts the clinical note, and can also pull up patient… Viz.ai Analyzes medical imaging (like CT scans) in real time to flag signs of conditions such as stroke, and automatically alerts the relevant… Llm Ops 7 Baseten A model-deployment platform for running custom or open-source models (including LLMs) in production, handling autoscaling, GPU… Fireworks AI A hosted inference platform for open-source and fine-tuned LLMs, aimed at teams that want fast, low-latency API access to those models… Helicone An open-source LLM observability proxy: add one line pointing your existing API calls through it and it logs every prompt and completion,… LiteLLM An open-source SDK and proxy server that exposes over a hundred different LLM providers behind one consistent, OpenAI-style API, handling… Portkey An AI gateway that sits in front of however many LLM providers a team uses: one API routes to any of them, with automatic fallbacks/load… PromptLayer A prompt management platform: version and test prompts outside of application code, log every LLM request automatically, and compare… Weights & Biases A long-standing ML experiment-tracking platform - logging runs, metrics and model versions - that has extended into LLM app tracing and… Vector Rag Infra 7 Chroma An open-source embedding database built specifically for AI application developers - lightweight to run locally during development, with a… LlamaIndex An open-source data framework for connecting LLMs to a team's own documents and data sources - ingestion, indexing and retrieval pipelines… Pinecone A managed vector database built for similarity search at scale - the retrieval half of most RAG pipelines - so teams don't have to run and… Qdrant An open-source vector database and search engine written for high-performance similarity search, offered self-hosted or as a managed cloud… Vectara An end-to-end RAG-as-a-service platform: send it documents and it handles chunking, embedding, retrieval and grounded answer generation… Weaviate An open-source vector database supporting hybrid (keyword + vector) search, usable self-hosted or as a managed cloud service, aimed at… Zilliz Cloud A fully managed cloud service for Milvus, an open-source vector database built for very large-scale similarity search, so teams get Milvus… Ai Security 6 Giskard An open-source testing framework for AI and LLM applications that automatically scans for quality, bias and security vulnerabilities,… HiddenLayer A security platform focused on protecting machine-learning models and AI pipelines from adversarial attacks, model theft and supply-chain… Lakera An AI security platform that detects and blocks prompt injection, jailbreak attempts and sensitive-data leakage in LLM applications,… Noma Security A platform for securing the AI development lifecycle - scanning data, models and pipelines for risk, then monitoring deployed AI… Prompt Security An AI security platform that screens LLM application traffic for prompt injection, jailbreaks and sensitive-data leakage, aimed at giving… Protect AI An AI/ML security platform that scans models and pipelines for vulnerabilities before deployment and monitors LLM applications for runtime… Browser Agents 6 Anchor Browser A managed cloud browser platform for AI agents that handles session scaling, stealth and authentication state, aimed at teams building… Browser Use An open-source library that lets an LLM control a real browser - clicking, typing, scrolling and reading the page - to complete multi-step… Browserbase Headless browser infrastructure built specifically for AI agents: it runs and manages real browser sessions (proxies, CAPTCHA handling,… Hyperbrowser Cloud browser infrastructure purpose-built for AI agents at scale - concurrent sessions, proxies, stealth and session recording - so an… Skyvern An open-source AI agent that navigates websites and fills out forms using computer vision plus an LLM to reason about the page, instead of… Steel An open-source browser infrastructure project that exposes headless browser sessions as a simple API, aimed at developers building AI… Education 6 Duolingo A language-learning app built around short, gamified lessons, with AI features like conversational role-play practice and an 'Explain My… ELSA Speak An AI pronunciation and speaking coach for English learners: it listens to you speak, scores specific sounds and words against a target… Khanmigo Khan Academy's AI tutor: instead of giving a student the answer, it asks guiding questions to walk them through a problem, and gives… Numerade Provides AI-generated and expert video explanations for textbook and homework problems, mainly in math and science, aimed at students who… Photomath Lets you point your phone's camera at a printed or handwritten math problem and get a step-by-step solution back, aimed at students who… Speak An AI-powered speaking practice app for learning a language, built around open-ended spoken conversations with an AI tutor that gives… Image Generation 6 Adobe Firefly Adobe's family of generative models for images, vectors, video and audio, trained on licensed/Adobe Stock content so the output is meant… Black Forest Labs (FLUX) The AI research lab, founded by former Stable Diffusion researchers, behind the FLUX family of image (and now video) generation models.… Clipdrop A toolkit of single-purpose AI image utilities - background removal, upscaling, relighting, cleanup and text-to-image - built for quick… Playground An AI image-generation and editing platform aimed at designers: generate from a prompt, then use in-canvas tools to inpaint, expand, or… Recraft An AI image generator geared toward brand and product design work - it's better than most general image models at clean vector-style… Stability AI (Stable Diffusion) The company behind the Stable Diffusion family of open-weight image models (and newer video/audio models). Its site is the hub for the… Legal Finance 6 AlphaSense A search platform for market intelligence, aimed at investment and corporate research teams: it uses AI to search across company filings,… Harvey An AI platform built specifically for law firms and legal departments - drafting and reviewing documents, researching case law, and… Hebbia An AI research tool built for going through large volumes of documents - filings, contracts, reports - at once, aimed at finance, legal… Ironclad A contract lifecycle management platform - drafting, negotiating, e-signing and storing contracts in one system - with AI features that… Robin AI A contract-review assistant for legal and commercial teams: it reads a contract against your own playbook or precedent, flags and suggests… Vic.ai Automates accounts-payable work - reading invoices, coding them to the right account, matching them to purchase orders, and flagging… Productivity 6 Fathom AI meeting assistant that records, transcribes, and summarizes video calls, with a free unlimited tier and an MCP server for querying… Fireflies.ai A meeting assistant that joins calls to record, transcribe and summarize them, then makes the transcript searchable across your team's… Granola Bot-free AI notepad for meetings that captures audio locally and generates structured notes and action items without joining as a visible… Motion An AI calendar/task manager that automatically schedules your to-dos into open slots around existing meetings and re-plans the day as… Reclaim.ai A smart-scheduling app that sits on top of Google Calendar and auto-defends time for habits, focus work and tasks by rearranging flexible… Zapier The long-standing no-code integration/automation tool ('Zaps' connecting thousands of apps), now with AI features - natural-language… Writing Content 6 Copy.ai An AI copywriting tool that started with short-form marketing copy templates (ads, product descriptions, emails) and has expanded into… Grammarly A writing assistant (browser extension, desktop app and editor integrations) that checks grammar, tone and clarity as you type, and now… Jasper An AI writing platform built for marketing teams: on-brand copy across blog posts, ads and social captions, with brand-voice and style… Notion AI AI features built into Notion's docs and databases - drafting, summarizing, translating, and a Q&A assistant ('Notion Q&A') that can… Sudowrite An AI writing tool built specifically for fiction writers - features like 'describe', 'brainstorm' and story-bible tracking are aimed at… Writesonic An AI content platform for long-form articles and marketing copy, with built-in SEO scoring and research-and-cite features aimed at… Design 5 Canva A drag-and-drop design tool for social posts, presentations, documents and marketing materials, with an AI suite ('Magic Studio') layered… Framer A website builder where AI can generate a first draft of a full site from a prompt or a reference, which you then edit visually with… PhotoRoom An AI photo-editing app focused on product and portrait photos: it removes backgrounds, generates new backgrounds/scenes around a subject,… remove.bg Does one thing well: automatically detect and remove the background from a photo in seconds, with an API for developers who want to add… Uizard Generates an editable app or website UI mockup from a text prompt or a rough sketch, aimed at product managers and designers who want a… Enterprise Search 5 Algolia A hosted search API that companies embed into their own product's search bar, now layered with AI-powered relevance and natural-language… Glean An enterprise AI search assistant that indexes a company's internal apps, docs and messages, then answers employee questions grounded in… Guru An enterprise search and knowledge-management tool that surfaces verified answers across a company's wikis, apps and chat, with an AI… Onyx An open-source enterprise search and AI assistant that connects to a company's internal tools and documents, letting employees ask… Sana An enterprise search and learning platform that answers employee questions grounded in a company's connected knowledge sources, alongside… Voice Agents 5 Bland AI A platform for building AI phone agents that can place or receive calls and carry a natural spoken conversation, aimed at businesses… Cartesia Builds low-latency speech models purpose-built for real-time voice agents, aimed at making an AI voice on a live call sound natural and… Retell AI A developer platform for building low-latency conversational voice agents for phone and web calls, handling the… Synthflow A no-code platform for building AI phone agents that answer or place calls, book appointments and pull information from a business's… Vapi A developer platform for building real-time voice AI agents - phone and web calls - by wiring together speech-to-text, an LLM and… Ai Model Apis 3 Magic.dev AI lab building long-context frontier coding models (LTM-2, with a 100M-token context window) designed to reason over entire codebases at… Mistral AI French frontier AI lab offering open and proprietary language models plus Le Chat, its consumer assistant, and AI Studio for building… Poolside AI lab building code-first foundation models trained with reinforcement learning from code-execution feedback for enterprise coding agents. Finance 3 Campfire AI-native ERP/accounting platform for finance teams built on a proprietary accounting-focused model that automates reconciliations and… Puzzle AI-native accounting software for early-stage startups that automates transaction categorization and keeps cash and accrual books in sync. Ramp Corporate card and spend-management platform whose Ramp Intelligence layer applies AI agents across expense, close, and finance operations. Sales 3 11x.ai AI sales-development platform whose 'digital worker' agents autonomously prospect, message, and book meetings for sales teams. Artisan AI business-development platform built around an AI BDR ('Ava') that automates outbound prospecting, enrichment, and email sequencing. Clay AI-powered sales-prospecting and data-enrichment platform that combines 100+ data sources with AI agents to build and personalize outbound… Ai Infrastructure 2 Hugging Face The largest open hub for ML models, datasets, and Spaces, plus tooling (Transformers, Inference Endpoints) for running and sharing models. Together AI Cloud inference and fine-tuning platform for open-source LLMs, offering fast, cost-efficient hosted endpoints for popular open models. Customer Support 2 Decagon Enterprise AI-agent platform for customer support that handles chat, email, and voice with agents tuned per brand and knowledge base. Sierra Enterprise platform for building branded, conversational customer-facing AI agents that can take real actions in a company's systems. Marketing Seo 2 AdCreative.ai Generates ad creative (image and copy variants) for platforms like Meta and Google from a brand's assets, aimed at performance-marketing… Surfer SEO An SEO content tool that scores a draft against what's currently ranking for a target keyword (structure, terms, length) and generates… Video 2 Hedra AI video studio for turning a photo or character into a talking avatar with lip-synced speech, combining image, voice, and video generation. Rask AI Video dubbing and localization platform that translates and lip-syncs video into 130+ languages while preserving the original speaker's… Ai Agents 1 Coze No-code platform for building and publishing AI chatbots and agents with a marketplace of plugins and pre-built agent templates. App Builder 1 Lovable AI app-builder ('vibe coding') that turns natural-language prompts into deployable web apps and websites without writing code. Automation 1 Gumloop No-code visual workflow builder for automating multi-step business processes with AI steps, integrations, and scheduled triggers. Legal 1 Spellbook AI contract-review and drafting copilot for lawyers that works inside Microsoft Word to redline and negotiate agreements. Music 1 Udio AI music-generation platform that creates full songs, including vocals and instrumentation, from a text prompt. Voice 1 Fish Audio Text-to-speech and voice-cloning platform that clones a natural-sounding voice from as little as 10 seconds of audio, with low-latency…