Tools Directory

Profiles for the tools used across guides and combo pages.

LLM Provider

OpenAI

GPT-5.2 and o-series reasoning models with the Responses API, AgentKit, and built-in tools for web search, code execution, and computer use.

usage-based · $0-$300/mo

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Anthropic

Claude Opus 4.6, Sonnet 4.5, and Haiku 4.5 with extended thinking, agent teams, MCP integration, and up to 1M token context windows.

usage-based · $0-$300/mo

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Google Gemini

Gemini 3 Pro and Flash models with native multimodal input, Agent Development Kit (ADK), and Vertex AI Agent Builder for managed deployments.

usage-based · $0-$200/mo

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Mistral

Cost-efficient models including Devstral 2 for agentic coding, Magistral for reasoning, and Mistral OCR 3 for document processing at low per-token pricing.

usage-based · $0-$150/mo

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Llama

Llama 4 Scout and Maverick with 10M token context, native multimodality, and mixture-of-experts architecture. Open-weight for self-hosting or API access.

self-hosted-or-api · $0-$100/mo

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Orchestration

LangChain

Agent framework (v1.1) with create_agent abstraction, LangGraph stateful orchestration, middleware for retries and moderation, and model profiles.

open-source · $0/mo

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CrewAI

Multi-agent platform with open-source framework and Agent Management Platform (AMP). Visual editor, AI copilot, and enterprise deployment used by 60% of Fortune 500.

freemium · $0-$25/mo

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AutoGen

Microsoft's multi-agent conversation framework (autogen-agentchat). Now in maintenance mode as it merges into the unified Microsoft Agent Framework targeting Q1 2026 GA.

open-source · $0/mo

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n8n

Visual workflow engine with AI Agent nodes, MCP tool swapping, RAG capabilities, and multi-type memory. Self-host free or use managed cloud plans.

freemium · $0-$60/mo

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Make

Visual scenario builder with AI Agents, 2,000+ app integrations, and 30,000+ actions. Credit-based pricing with LLM model selection per scenario.

freemium · $0-$35/mo

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Vector DB

Pinecone

Serverless vector database with integrated inference (embed + store + query in one call), Pinecone Assistant for managed RAG, and dedicated read nodes.

usage-based · $0-$50/mo

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Weaviate

Open-source vector engine with built-in Weaviate Agents (Query, Transformation, Personalization), Hybrid Search 2.0, and multi-tenant architecture.

open-source-or-cloud · $0-$45/mo

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Chroma

Open-source vector database (Apache 2.0) with Rust-core engine delivering 4x faster queries, serverless cloud with full-text search, and database forking.

open-source-or-cloud · $0-$250/mo

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Qdrant

High-performance vector engine with discovery and recommendation APIs, score-boosting reranking, tiered multitenancy, and edge deployment via Qdrant Edge.

open-source-or-cloud · $0-$200/mo

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Hosting

Vercel

Frontend and serverless hosting with AI SDK 6 (Agent abstraction, MCP support), AI Gateway across major LLM providers, and edge functions.

usage-based · $0-$20/mo

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Railway

Developer-first app platform with usage-based compute pricing, one-click database provisioning (Postgres with pgvector, Redis), and transparent billing.

usage-based · $5-$20/mo

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Fly.io

Global edge compute platform with micro VMs that stop when idle, 30+ regions, and private networking. GPU support deprecated effective July 2026.

pay-as-you-go · $2-$80/mo

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AWS Lambda

Serverless compute with Durable Functions for multi-step AI workflows, Amazon Bedrock agent integration, and generous free tier of 1M requests per month.

pay-per-use · $0-$100/mo

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Monitoring

LangSmith

AI agent and LLM observability platform with end-to-end OpenTelemetry support, Agent Builder, prompt playground, and multi-framework tracing.

freemium · $0-$39/mo

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Helicone

AI gateway and observability proxy for 300+ models across all major providers. One-line integration with session tracking, cost reporting, and prompt management.

freemium · $0-$79/mo

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Weights & Biases

MLOps platform with W&B Weave for AI agent tracing and evaluation, W&B Inference for hosted open-source LLMs, and experiment tracking with sweeps.

freemium · $0-$50/mo

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No-Code

Flowise

Open-source visual builder (Apache 2.0) for LLM chains, RAG, and multi-agent flows. v3.0 with chatflows, agentflows, HITL, and self-hosting. Acquired by Workday in 2025.

open-source · $0/mo

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Voiceflow

Conversational AI platform with credit-based pricing, multi-model LLM support, voice agent capabilities with concurrent calls, and knowledge base with up to 10K sources.

credit-based · $0-$60/mo

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Botpress

Conversational AI platform with pay-as-you-go AI spend model, visual building studio, knowledge base, human handoff, and multi-channel deployment.

pay-as-you-go · $0-$79/mo

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Stack AI

Enterprise AI workflow platform with visual builder, knowledge base connectors (SharePoint, Confluence, Notion), and deployment to Slack, Teams, and Salesforce.

enterprise · Custom pricing

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Data

Supabase

Postgres backend with built-in pgvector for vector search, hybrid search (BM25 + vector), auth, real-time subscriptions, edge functions, and row-level security.

freemium · $0-$25/mo

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Notion

Knowledge workspace with Notion AI Agent 3.0 for autonomous multi-page work, MCP integration for external tool connectivity, and rich API access.

freemium · $0-$15/mo

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Airtable

Structured database with Superagent multi-agent research, Field Agents for autonomous cell-level data retrieval, and automation engine with AI-powered actions.

freemium · $0-$20/mo

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Automation

Zapier

Automation platform with MCP support connecting AI agents to 8,000+ apps and 30,000+ actions. Zapier Agents for autonomous multi-step tasks and AI Copilot for Zap creation.

freemium · $0-$70/mo

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Infrastructure

Redis

In-memory data store with Vector Sets (Redis 8 preview) for native vector search, semantic caching, JSON document storage, and session management for AI agents.

open-source-or-cloud · $0-$5/mo

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PostgreSQL

Relational database with pgvector 0.8 for vector similarity search, hybrid search (keyword + vector), HNSW indexing, and full ACID compliance.

self-hosted-or-managed · $0-$25/mo

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Cloudinary

Media optimization platform with AI Vision for automated content classification, generative AI transforms (background replace, upscale, restore), and CDN delivery.

freemium · $0-$89/mo

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