Awesome MCP Servers
The big directory of MCP servers.
The directory, Advisor, Finder and Stack Builder are 100% free. Only some courses are paid.

Claude is an AI chatbot developed by Anthropic, offering conversational AI capabilities with multiple model tiers (Opus, Sonnet, Haiku) and specialized products including Claude Code for software deve

ChatGPT is an AI chatbot developed by OpenAI that handles conversational tasks including writing, coding, learning, and brainstorming

Gemini is Google's multimodal AI chatbot that handles text, images, audio, and video understanding with real-time Google Search integration and deep Google Workspace compatibility
Tools gaining the most momentum on Toolglade right now.
Hands-on AI courses that start free, no signup required — from complete beginner to building agents. Follow a guided path for your goal.
Intent-based AI tool lists for students, founders, marketers, developers, and teams.
Free and free-plan AI tools for everyday productivity, creativity, research, coding, and automation.
AI tools for founders and startups covering marketing, sales, product, operations, support, and automation.
AI coding, DevOps, API, agent, and developer productivity tools.
AI tools for SEO, ads, content marketing, campaign planning, analytics, and growth.
AI tools for studying, note-taking, research, writing, productivity, and learning.
AI tools for prospecting, outreach, CRM workflows, proposals, lead generation, and sales productivity.
Curated roundups by our team. The fast path to picking the right tool.
Inference platforms let you run open and custom models without owning GPUs — billed per token or per second of compute. The best pick depends on whether you want raw speed, the widest model catalog, or full control over deployment.
Always-on AI agents are the big shift of 2026: instead of a chat you drive turn by turn, you hand an agent a goal and it keeps working on its own cloud computer, acting across your apps and checking back only when something needs approval. Three serious contenders now exist — xAI's Grok Bot, OpenAI's dots, and Meta's Muse — and which one is 'best' depends almost entirely on which ecosystem you already live in. All three are new, none are flawless, and all of them should be run with approval gates on anything that sends messages, spends money, or touches production. Here's an honest read on where each one fits.
India has become one of the most active AI ecosystems in the world, with homegrown companies building for the country's 22-plus official languages and its own enterprises rather than importing tools built elsewhere. These are notable AI tools designed and built in India, from sovereign language models to enterprise voice agents, and what each is best for.
A personal AI assistant is the tool you talk to every day to get things done: draft a message, plan your week, answer a question, and increasingly take actions across your apps. In 2026 the line between a chatbot and a personal agent has blurred, with assistants that not only answer but book, buy, and follow up on your behalf. These are the strongest options right now, and how to pick the one that fits how you actually work.
Browse AI tools by type, then filter by capability and platform.
AI writing assistants, copywriting, grammar, blog, and email tools.
The tools here generate images from text or reference prompts: general art and photo models, illustration and vector generators, and style-focused tools. It is distinct from AI Design (UI/UX), which is about designing interfaces and products, and from AI Photo Editing, which edits existing images rather than creating new ones. Choose this category when you want to create original imagery from a prompt.
AI coding assistants, code generation, debugging, and developer tools.
The tools here are text-to-video and image-to-video generation models: Sora, Google Veo, Runway, Kling AI, Pika, Luma Dream Machine, and a fast-growing field of challengers. They differ on clip length, motion coherence, resolution, audio support, and how much camera and motion control they expose, and the frontier moves quickly. If instead you want to edit, caption, trim, or repurpose video you already have, the AI Video Editing category covers that workflow.
AI tools for task management, scheduling, meetings, and workflow automation.
AI research, data analysis, summarization, and insight tools.
This category is for chatbots you converse with, from general-purpose assistants to niche companions and customer-facing helpers. It is distinct from AI Agents, which act autonomously across tools and tasks, and from Agent Builders & Frameworks, which are the platforms and SDKs you use to build agents and bots yourself. If you want to automate multi-step work rather than chat, start with AI Agents.
This category focuses squarely on organic search: finding keywords, building and scoring content against top-ranking pages, tracking rankings, and handling technical SEO. It is narrower than AI Marketing & Ads, which spans social, email, paid advertising, and general campaign work. If your goal is ranking in search specifically, start here; if it is broader demand generation, see AI Marketing & Ads.
AI workflow automation, integrations, and process tools.
AI presentation, slide deck, and pitch tools.
AI translation, localization, and language learning tools.
AI tools that generate 3D models, game assets, environments, and interactive characters from text or images.
Model Context Protocol tools and integrations.
This category covers the audio production workflow end to end. Podcast platforms like Adobe Podcast, Podcastle, and Jellypod handle recording, editing, and show notes; cleanup and mastering tools such as Auphonic, Cleanvoice, and LANDR fix and finish tracks; and dubbing and voice-media tools like Deepdub, Papercup, Respeecher, and Supertone translate or recreate voices for media. If what you actually need is a text-to-speech engine or synthetic narration voice, the AI Voice & TTS category is the better home; if you need automatic transcription, see Speech-to-Text.
AI website and landing-page builders that turn prompts into live sites.
AI tools for prospecting, outreach, revenue intelligence, and deal execution.
The tools here are autonomous or semi-autonomous agents that carry out multi-step work: browsing, calling tools and APIs, and completing tasks with limited supervision. This is different from AI Chatbots, which you converse with directly, and from Agent Builders & Frameworks, which are the platforms for constructing agents. Choose this category when you want software that does things, not just answers questions.
AI meeting assistants that record, transcribe, summarize, and push action items from your calls into your tools.
AI scribes and clinical tools that document visits, answer medical questions, and cut paperwork for clinicians.
AI tools for lawyers and legal teams — research, drafting, contract review, and e-discovery, grounded in case law.
AI tools for teaching and learning — lesson planning, tutoring, quizzes, grading, and differentiation.
AI for finance teams and investors — spend management, accounting automation, and market research.
AI agents and copilots that resolve tickets, deflect questions, and assist support teams across channels.
AI for BI and data teams — ask questions in plain English, generate SQL, and automate analysis and dashboards.
AI agents that hold real phone conversations — booking, support, and qualification — with natural, low-latency speech.
The tools here span the AI attack surface. Red-teaming and adversarial-testing platforms probe models for weaknesses before attackers do; runtime guardrails and prompt firewalls block injection at inference time; model detection-and-response watches deployed ML; and data-loss prevention stops secrets and PII leaking into or out of LLMs. If you need model risk management, bias monitoring, auditing, or regulatory readiness instead, see AI Governance & Compliance.
AI for hiring and people teams — sourcing, screening, interview intelligence, and employee experience.
AI tools that generate original songs, instrumental tracks, and royalty-friendly background music from a prompt.
AI tools for marketers — ad creative, social content, SEO, and campaign automation at scale.
Run and serve AI models — inference APIs, GPU hosting, and model deployment platforms.
AI note-taking and personal knowledge tools that capture, connect, and resurface what you learn.
Trace, monitor, and evaluate LLM apps — logging, cost tracking, and quality evals (LLMOps).
These are the tools you build with: no-code agent and chatbot builders, orchestration frameworks, and developer SDKs for wiring models to tools, memory, and workflows. It is the construction layer beneath the other two categories. If you want to use a finished agent rather than assemble one, see AI Agents; if you want a conversational assistant, see AI Chatbots.
Text-to-speech and voice cloning tools that generate natural, expressive speech.
AI video editors and repurposing tools — clip, caption, and edit long footage fast.
AI image editors and enhancers — background removal, upscaling, retouching, and cleanup.
AI avatar and presenter tools that turn scripts into videos of realistic digital spokespeople.
AI tools that crawl the web and turn pages into structured data for apps and agents.
Speech recognition and transcription APIs and apps that turn audio into accurate text.
AI tools to create, schedule, and grow content across social platforms.
AI design tools for UI/UX — generate, prototype, and iterate on interfaces and mockups.
AI tools that review pull requests, catch bugs, and improve code quality.
Databases that store and search embeddings for RAG, semantic search, and AI memory.
AI-powered task and project tools that plan, prioritize, and automate your work.
Fine-tune, train, and manage models — plus label, annotate, and generate the training data that feeds them.
AI email assistants and marketing tools that write, triage, and send email.
AI tools for online stores — shopping assistants, product data, and conversion.
Tools to detect AI-generated text and humanize or check content for originality.
Intelligent document processing — extract, classify, and answer questions over contracts, invoices, filings, and PDFs.
AI that searches across your company's apps and documents to answer questions and surface knowledge.
These tools give teams a system of record for responsible AI: model and use-case registries, continuous monitoring for bias, drift, and performance, explainability and audit trails, and workflow for mapping controls to regulations such as the EU AI Act, NIST AI RMF, and ISO 42001. They are aimed at risk, legal, and ML-governance owners who must show that AI is fair, documented, and compliant. For defending models against attacks like prompt injection or data exfiltration, see AI Security.
AI that analyzes sales calls, pipeline, and deals to forecast revenue and coach reps.
Compare top AI tools side by side before choosing your stack.
Claude and Gemini take opposite approaches: focused depth vs Google-wide reach. We compare coding, writing, price, and ecosystem to help you choose.
ChatGPT and Claude both cost $20/month. We break down which wins for coding, writing, and everyday use — and why most power users end up running both.
Cursor and Windsurf both cost $20/month now. We break down the real difference — control vs autonomy, ecosystem, and which one fits your workflow.
Compare v0's AI UI generation for React components with Windsurf's AI-powered IDE for managing local and cloud coding agents.
ChatGPT and Gemini both start at ~$20/month. We compare models, ecosystem, multimodal, and price — and explain which one fits your workflow in 2026.
Compare Suno and Udio, two AI music generators that create complete songs from text prompts. Both offer freemium models with different approaches.
One Grok Bot routine on a 5-minute clock wakes up about 8,640 times a month. At Grok 4.7 API rates that is roughly 12x the compute of the same job run hourly — mostly on runs where nothing happened. Here is how to pick the schedule, trigger on events, and run safely overnight.
Ten production AI-agent setups from Stripe, Uber, Meta, Cloudflare and more — what each does, how it's built, and where to start. The model is the easy part; the harness is what makes it work.
A practical toolkit and flow for pairing Claude Code with the right tools to trace failures, find the root cause, repair the codebase, and prove the fix actually works.
Tell us about it. We review every suggestion — no pay-to-play, no SEO sludge. Just a real review from a human.