MFC972MFC972AI Tools Directory
Agents / Automation / Build

AI Agent Tools

Agent builders, automation platforms, developer frameworks, coding agents, and RAG infrastructure for AI workflows.

8 tools

Agent Builders & Platforms

No-code and low-code platforms for building chat agents, internal copilots, knowledge assistants, and production workflows.

Dify

dify.ai

Top Pick

Dify is an open-source LLM application platform for building AI agents, chatbots, RAG knowledge-base apps, workflows, model integrations, and production AI operations.

Agent BuilderRAGLLM Apps
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Coze

coze.com

Popular

Create AI agents with plugins, workflows, memory, and multi-channel publishing options.

BotsPluginsWorkflows
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Relevance AI

relevanceai.com

Recommended

Build AI workforces and task agents for sales, operations, research, and internal automation.

AI workforceOps agentsNo-code
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Stack AI

stack-ai.com

Recommended

Enterprise agent builder for workflow apps, knowledge automation, and secure internal AI tools.

EnterpriseWorkflow appsRAG
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Voiceflow

voiceflow.com

Freemium

Design, prototype, and launch conversational agents for support, voice, and web channels.

Conversation designSupport botsVoice
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Botpress

botpress.com

Freemium

Agent and chatbot platform for building support automation with integrations and analytics.

ChatbotsSupportIntegrations
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Flowise

flowiseai.com

Open Source

Visual builder for LLM apps, LangChain flows, retrieval agents, and rapid prototypes.

Visual builderLLM workflowOpen source
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Langflow

langflow.org

Open Source

Visual framework for composing AI flows, agents, components, and retrieval pipelines.

Visual flowsComponentsRAG
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8 tools

Workflow Automation

Automation platforms that connect apps, trigger AI steps, orchestrate tasks, and reduce manual operations work.

Zapier

zapier.com

Top Pick

Automate forms, email, CRM, spreadsheets, AI actions, and notifications across thousands of apps.

AutomationIntegrationsAI actions
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Make

make.com

Recommended

Visual automation builder for complex cross-app workflows, branching logic, and business operations.

Visual workflowOperationsIntegrations
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n8n

n8n.io

Open Source

Workflow automation platform for self-hosted AI automations, custom nodes, and backend processes.

Self-hostedAI nodesOpen source
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Gumloop

gumloop.com

Recommended

No-code AI workflow builder for web research, document processing, and repeated operations.

No-codeResearch opsAI workflows
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Bardeen

bardeen.ai

Freemium

Browser automation agent for scraping, CRM updates, meeting workflows, and repetitive web tasks.

Browser automationSales opsScraping
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Lindy

lindy.ai

Popular

AI employee platform for email, scheduling, sales workflows, support, and admin automation.

AI assistantSchedulingBusiness ops
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Relay.app

relay.app

Freemium

Collaborative automation tool for team workflows that combine AI steps and human approvals.

Team workflowsApprovalsAI steps
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Pipedream

pipedream.com

Developer

Developer automation platform for APIs, event-driven workflows, serverless scripts, and AI integrations.

APIsServerlessDeveloper workflows
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8 tools

Developer Frameworks

Frameworks and SDKs for building agent systems, tool calling, multi-agent workflows, RAG apps, and production observability.

LangChain

langchain.com

Developer

Framework and ecosystem for building LLM applications, chains, agents, retrieval, and integrations.

FrameworkAgentsIntegrations
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LangGraph

langchain.com

Developer

Graph-based orchestration framework for stateful agents, durable workflows, and human-in-the-loop systems.

Stateful agentsGraphsOrchestration
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CrewAI

crewai.com

Open Source

Framework for role-based multi-agent teams that collaborate on research, writing, analysis, and tasks.

Multi-agentTeamsAutomation
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Microsoft AutoGen

microsoft.github.io

Developer

Microsoft framework for experimenting with multi-agent conversations, tools, and autonomous workflows.

MicrosoftMulti-agentResearch
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OpenAI Agents SDK

openai.github.io

Developer

SDK for building OpenAI-powered agents with tools, handoffs, guardrails, and tracing patterns.

OpenAITool callingSDK
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LlamaIndex

llamaindex.ai

Developer

Data framework for RAG applications, knowledge agents, document pipelines, and retrieval workflows.

RAGData frameworkKnowledge agents
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Composio

composio.dev

Developer

Tool integration and authentication layer that lets agents safely act across external apps.

Tool integrationsAuthAgent actions
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Haystack

haystack.deepset.ai

Open Source

Framework for search, question answering, RAG pipelines, and production AI applications.

RAGSearchPipelines
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8 tools

Coding & App Agents

AI coding agents, app generators, and development assistants for building software, prototypes, and production interfaces.

Cursor

cursor.com

Top Pick

AI-first code editor for understanding, refactoring, and editing real codebases with context.

AI IDECodebaseRefactor
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GitHub Copilot

github.com

Popular

AI coding assistant for suggestions, chat, code review support, and developer productivity.

Code assistantGitHubProductivity
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Replit

replit.com

Popular

Cloud development platform with AI-assisted coding, app creation, hosting, and collaboration.

Cloud IDEApp buildingHosting
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v0

v0.dev

Recommended

Generate frontend interfaces and components from natural language for fast product prototypes.

FrontendPrototypeUI generation
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Lovable

lovable.dev

Popular

AI app builder for turning product ideas into full-stack prototypes and web applications.

App builderFull stackPrototype
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Bolt

bolt.new

Popular

Browser-based AI app builder for creating, editing, and running web apps from prompts.

Web appsPrompt to appBrowser IDE
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Devin

cognition.ai

Paid

Autonomous software engineering agent for planning, coding, debugging, and completing development tasks.

Engineering agentAutonomous codingDebugging
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Windsurf

windsurf.com

Recommended

AI coding environment focused on agentic development, codebase understanding, and developer flow.

AI IDEAgentic codingDeveloper flow
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8 tools

Knowledge Base & RAG Ops

Vector databases, data pipelines, observability, and evaluation tools that support reliable knowledge agents.

Pinecone

pinecone.io

Developer

Managed vector database for semantic search, RAG applications, recommendation systems, and AI retrieval.

Vector databaseRAGSearch
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Weaviate

weaviate.io

Open Source

Vector database and AI-native search platform for building knowledge apps and retrieval systems.

Vector searchRAGOpen source
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Milvus

milvus.io

Open Source

Open-source vector database for large-scale similarity search, embeddings, and AI infrastructure.

Vector databaseSimilarity searchInfrastructure
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Chroma

trychroma.com

Open Source

Embedding database designed for fast prototyping and productionizing retrieval-augmented apps.

EmbeddingsRAGDeveloper tools
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Qdrant

qdrant.tech

Open Source

Vector search engine and database for neural search, recommendations, and retrieval workflows.

Vector searchNeural searchRAG
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Unstructured

unstructured.io

Developer

Document processing platform for preparing PDFs, HTML, slides, and enterprise files for RAG.

Document parsingData prepRAG
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LangSmith

langchain.com

Developer

Observability and evaluation platform for tracing, debugging, and improving LLM applications.

ObservabilityEvaluationTracing
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Humanloop

humanloop.com

Developer

Prompt management, evaluation, and feedback platform for improving AI products and agents.

EvaluationPrompt opsFeedback
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