Abacus.AI
AI Developer Tools
3.9
/5
Toolio reviewer
Build AI systems easily.
HONEST REVIEWS. REAL EXPERIENCE.
Find the tool, and find out what it is bad at
Every tool is opened and used by a Toolio reviewer, who scores it and writes the honest pros, cons and a clear verdict. No hype, no fluff.
Tick Compare on any two to four cards to put them side by side.
Agents for Hire
AI Developer Tools
4.4
/5
Toolio reviewer
Automate KPI reporting, BI and dashboards.
&AI
AI Developer Tools
3.8
/5
Toolio reviewer
For patent litigators, not for general legal work.
AI2SQL
AI Developer Tools
3.9
/5
Toolio reviewer
Generate and fix SQL queries in plain English.
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AI Agent Store
AI Developer Tools
4.0
/5
Toolio reviewer
Build your AI workforce. Give agents tasks.
AI Analyzer
AI Developer Tools
3.9
/5
Toolio reviewer
Identifies unseen website risks and new threats to your data.
AI Collective
AI Developer Tools
3.8
/5
Toolio reviewer
AI Collective offers access to multiple AI models.
AI-Flow
AI Developer Tools
3.8
/5
Toolio reviewer
AI-Flow connects multiple AI models easily, but only supports a limited number of providers.
AI Multiprompt Extension
AI Developer Tools
4.2
/5
Toolio reviewer
Sends one prompt to several AI chatbots at once, then lines up the answers for comparison.
AINIRO
AI Developer Tools
4.0
/5
Toolio reviewer
AI chatbots that automate customer service and generate code automatically.
AI Prompt Manager
AI Developer Tools
4.3
/5
Toolio reviewer
AI Prompt Manager helps store and manage GPT prompts. It’s easy to search and share.
AutoKT
AI Developer Tools
4.0
/5
Toolio reviewer
AutoKT automates documentation writing and updating; it can be costly for small teams.
Basic AI
AI Developer Tools
3.8
/5
Toolio reviewer
Professional and cost-effective data annotation services.
Benevolent Platform™
AI Developer Tools
3.9
/5
Toolio reviewer
Applies AI and a proprietary knowledge graph to speed up biopharma drug discovery.
Bethgelab
AI Developer Tools
3.7
/5
Toolio reviewer
Bethge Lab is an AI research group focusing on lifelong learning.
Blynkkr
AI Developer Tools
3.8
/5
Toolio reviewer
Facial recognition for social identity.
Botsheets
AI Developer Tools
4.0
/5
Toolio reviewer
Botsheets generates Google Slides directly from your data, with secure storage on Drive.
BR AI N Chrome Extension
AI Developer Tools
3.9
/5
Toolio reviewer
Wraps the ChatGPT API in a simple interface, though power users may want the full API's flexibility.
Brain in Vat Chrome Extension
AI Developer Tools
3.9
/5
Toolio reviewer
Answers questions about any webpage using OpenAI, keeping everything stored locally for privacy.
BuildShip
AI Developer Tools
3.9
/5
Toolio reviewer
AI-powered workflow builder, create flows with natural language. Connect and test end-to-end.
C3 AI Platform
AI Developer Tools
3.8
/5
Toolio reviewer
Suits defense, manufacturing and utilities; not for small businesses.
Captum AI
AI Developer Tools
4.0
/5
Toolio reviewer
Supports interpretability across modalities, minimal modification needed.
Cerbrec Graphbook
AI Developer Tools
3.9
/5
Toolio reviewer
Connects scattered edge data center sites into one network that tenants can lease as a single service.
ChainGPT
AI Developer Tools
4.0
/5
Toolio reviewer
ChainGPT offers AI solutions for blockchain and crypto, including trading bots and NFT generators. It's specialized in this niche.
Chainlit
AI Developer Tools
3.8
/5
Toolio reviewer
Chainlit helps build conversational AI apps with your own logic.
ChatHero
AI Developer Tools
3.9
/5
Toolio reviewer
Chathero is limited to medium-sized businesses and lacks enterprise-level complexity.
ChatInsight
AI Developer Tools
3.9
/5
Toolio reviewer
Automates enterprise workflows end-to-end by connecting AI to CRM, ticketing and ERP systems.
ChatTree
AI Developer Tools
3.9
/5
Toolio reviewer
A collaborative AI chat app where engineering teams share code, ideas and curated resources live.
Chunky
AI Developer Tools
4.0
/5
Toolio reviewer
Set up your bot in a couple of minutes.
Clear GPT AI
AI Developer Tools
3.8
/5
Toolio reviewer
Facilitate enterprise GenAI projects with streamlined workflows and secure compute access.
Code Complete AI
AI Developer Tools
3.9
/5
Toolio reviewer
Launching soon, generates excitement for your business.
Cosine
AI Developer Tools
3.8
/5
Toolio reviewer
Trains AI to write code, secure environments required.
Covariant Brain
AI Developer Tools
3.8
/5
Toolio reviewer
Shape your projects with advanced AI. A developer's companion for intelligent automation.
Coze
AI Developer Tools
3.8
/5
Toolio reviewer
AI-driven office tools in one platform.
Dappier
AI Developer Tools
3.8
/5
Toolio reviewer
Automate monetization with AI-powered conversational ads.
Dash Cam Drive Guardian AI
AI Developer Tools
3.9
/5
Toolio reviewer
Too buggy to use reliably, especially on newer devices.
DataRobot
AI Developer Tools
3.8
/5
Toolio reviewer
Unified AI platform for business teams.
DeepSeek Harness
AI Developer Tools
4.0
/5
Toolio reviewer
DSH is a plugin framework that allows teams to build their own agent runtime, but lacks API stability and can't handle production deployments.
Denvr Dataworks
AI Developer Tools
3.9
/5
Toolio reviewer
High-performance AI compute and inference on dedicated GPUs, but limited to Canadian data centers.
Digest Diff
AI Developer Tools
3.8
/5
Toolio reviewer
Limited to UK players.
Document360
AI Developer Tools
3.9
/5
Toolio reviewer
Build intelligent documentation with AI.
Echobase AI
AI Developer Tools
4.0
/5
Toolio reviewer
Not suitable for basic file handling alone, Echobase AI excels in custom-trained AI Agents.
Energetic AI
AI Developer Tools
3.9
/5
Toolio reviewer
Use pre-trained models for serverless Node.js apps.
Fastbots
AI Developer Tools
3.9
/5
Toolio reviewer
Suitable for businesses of all sizes, not just tech-savvy ones.
Frederick AI
AI Developer Tools
4.0
/5
Toolio reviewer
Frederick AI agents build and run applications.
Frontier Model Forum
AI Developer Tools
3.7
/5
Toolio reviewer
Limited to AI safety and security, it provides best practices and research initiatives.
GenWorlds
AI Developer Tools
3.9
/5
Toolio reviewer
GenWorlds is an event-based communication framework for multi-agent systems, but lacks a detailed pricing page.
GetGenerative
AI Developer Tools
4.0
/5
Toolio reviewer
AI-powered agents manage Salesforce implementation.
AI Developer Tools
AI Code Assistant 129
AI Developer Tools 128
AI Search Engine 76
API Development 113
Automation Tools 67
DevOps 87
Network Security 82
Website Builders 99
Three worth starting with
Marble LeetCode Tutor Chrome Extension
Free
Map My Blog AI Powered Map Chrome Extension
Free
HuggingFace
$19 per month
Terms to know
Developer tools in this group help build with AI rather than only write code: model hubs like HuggingFace, agent frameworks, browser add-ons and learning aids such as Marble LeetCode Tutor Chrome Extension. Engineers and technical founders use them to prototype AI features and test models. The deciding question is hosting: some tools run in the cloud, others let you run models on your own hardware.
Questions people ask
What is the difference between AI developer tools and AI code assistants?
Code assistants help you write code in your editor. Developer tools are the wider set for building AI products: model libraries, agent frameworks, testing utilities and deployment platforms. A team might use one of each at the same time.
Do I need machine learning experience to use these tools?
Not always. Many offer hosted models and simple APIs, so ordinary application developers can add AI features without training anything. Fine-tuning or running models yourself does require more background in data and infrastructure.
Should I use a hosted model or run one myself?
Hosted models are quicker to start with and need no hardware, but your data goes to a third party. Running a model yourself keeps data in-house and gives control over versions, at the cost of setup and maintenance.