Fast-LLM-Agent-MCP enables rapid creation of AI agents featuring persistent memory storage, coherent chain-of-thought reasoning, and automated multi-step task planning. It is model-agnostic and extensible with custom tools.
AI Platforms & Frameworks
Coding Assistance
Workflow Automation
#AI Agents
#memory management
#multi-step planning
#conversational AI
#automated reasoning
#OpenAI-Integration
#lightweight framework
#Python Tools
#virtual assistants
#customer support bots
#decision support systems
#task decomposition
#modular design
#agent prototyping
#memory store
#structured reasoning
#custom tools
#interop with LLM
#AI Framework
#Fast Prototyping
...
Promote this Tool
Update this Tool
Fast-LLM-Agent-MCP
Fast-LLM-Agent-MCP enables rapid creation of AI agents featuring persistent memory storage, coherent chain-of-thought reasoning, and automated multi-step task planning. It is model-agnostic and extensible with custom tools.
AI Platforms & Frameworks
Coding Assistance
Workflow Automation
#AI Agents
#memory management
#multi-step planning
#conversational AI
#automated reasoning
#OpenAI-Integration
#lightweight framework
#Python Tools
#virtual assistants
#customer support bots
#decision support systems
#task decomposition
#modular design
#agent prototyping
#memory store
#structured reasoning
#custom tools
#interop with LLM
#AI Framework
#Fast Prototyping
...
Featured
- Yollo AIChat & create with your AI companion. Image to Video, AI Image Generator.
- AirMusicAirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
- Wollo.aiWollo allows you to create, explore, and chat with AI characters using advanced, emotionally aware AI technology.
- ChatronixLLM aggregator that connects multiple AI models in one platform for comparison, integration, and automation.
- APIMartAPIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
- yesTool.aiAll-in-one AI platform for creating videos, music, and images with no technical skills required.
- Create WhatsApp LinkFree WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
- TattooAI AI Tattoo GeneratorAI Tattoo Generator creates personalized, high-quality tattoo designs quickly with advanced AI technology.
- AI FIRSTConversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
- FixArt AIFixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
- BGRemoverEasily remove image backgrounds online with SharkFoto BGRemover.
- SOLM8AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
- Avoid.soAvoid.so offers advanced AI humanizer technology to bypass AI detection algorithms seamlessly.
- ExpleeStart outreach RIGHT NOW with single-line description of your ICP
- VoxDeckNext-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
- PippitElevate your content creation with Pippit's powerful AI tools!
- WhatsApp Warmup ToolAI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
- Lease A BrainAI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
- Funy AIAI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
- RebelgrowthGrow your revenue from organic traffic on autopilot: Keyword research. SEO optimized articles and EVEN backlinks.
- RSW Sora 2 AI StudioRemove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
- NanoPicNanoPic offers fast, high-quality conversational image editing powered by AI with 2K/4K output.
- Z Image Turbo AIZ Image Turbo is a super fast AI image generator creating stunning photorealistic art.
- Qwen-Image-2512 AIQwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
- codeflyingCodeFlying – Vibe Coding App Builder | Create Full-Stack Apps by Chatting with AI
- GLM ImageGLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
- FineVoiceClone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
- Refly.aiRefly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
- TextToHumanFree AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
- FlowithFlowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
- LTX-2 AIOpen-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
- Manga Translator AIAI Manga Translator instantly translates manga images into multiple languages online.
- EdensignEdensign is an AI-driven virtual staging platform transforming real estate photos quickly and realistically.
- EaseUS VoiceWaveFree, powerful voice changer for creative expression offline and online.
- AnimeShortsCreate stunning anime shorts effortlessly with cutting-edge AI technology.
- ThumbnailCreator.comAI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
- Telegram Group BotTGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
- Skywork.aiSkywork AI is an innovative tool to enhance productivity using AI.
- FalcoCutFalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
- Elser AIAll-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
- Seedance 1.5 ProSeedance 1.5 Pro is an AI-powered cinematic video generator with perfect lip-sync and real-time audio-video sync.
- Camtasia onlineCamtasia Online is a free tool for screen recording and video editing, all from your web browser.
- SuperMaker AI Video GeneratorCreate stunning videos, music, and images effortlessly with SuperMaker.
- ai song creatorCreate full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
- QoderQoder is an agentic coding platform for real software, Free to use the best model in preview.
- Remy - Newsletter SummarizerRemy automates newsletter management by summarizing emails into digestible insights.
- Vertech AcademyVertech offers AI prompts designed to help students and teachers learn and teach effectively.
- Vadu AIAll-in-one AI video & image generator with Sora 2, Veo 3, Kling, and 10+ top models.
- PXZ AIPXZ.ai is an all-in-one AI platform offering tools for image, video, voice, writing, and chat creation.
- SharkFotoSharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
- remio - Personal AI Assistantremio is an AI-powered personal knowledge hub that captures and organizes all your digital info automatically.
- PoYo APIPoYo.ai is a unified AI API platform for image, video, music and chat generation, built for developers.
- GobiiGobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
Refly.ai
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Flowith
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
BGRemover
Easily remove image backgrounds online with SharkFoto BGRemover.
FixArt AI
FixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
Elser AI
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
FineVoice
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
Yollo AI
Chat & create with your AI companion. Image to Video, AI Image Generator.
Skywork.ai
Skywork AI is an innovative tool to enhance productivity using AI.
Qoder
Qoder is an agentic coding platform for real software, Free to use the best model in preview.
VoxDeck
Next-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
Funy AI
AI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
SharkFoto
SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
ThumbnailCreator.com
AI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
Pippit
Elevate your content creation with Pippit's powerful AI tools!
SuperMaker AI Video Generator
Create stunning videos, music, and images effortlessly with SuperMaker.
AnimeShorts
Create stunning anime shorts effortlessly with cutting-edge AI technology.
Create WhatsApp Link
Free WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
GLM Image
GLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
TextToHuman
Free AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
Gobii
Gobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
AI FIRST
Conversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
LTX-2 AI
Open-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
AirMusic
AirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
Manga Translator AI
AI Manga Translator instantly translates manga images into multiple languages online.
Qwen-Image-2512 AI
Qwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
WhatsApp Warmup Tool
AI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
FalcoCut
FalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
ai song creator
Create full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
SOLM8
AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
Telegram Group Bot
TGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
PoYo API
PoYo.ai is a unified AI API platform for image, video, music and chat generation, built for developers.
Remy - Newsletter Summarizer
Remy automates newsletter management by summarizing emails into digestible insights.
Seedance 1.5 Pro
Seedance 1.5 Pro is an AI-powered cinematic video generator with perfect lip-sync and real-time audio-video sync.
APIMart
APIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
RSW Sora 2 AI Studio
Remove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
Vertech Academy
Vertech offers AI prompts designed to help students and teachers learn and teach effectively.
Explee
Start outreach RIGHT NOW with single-line description of your ICP
Vadu AI
All-in-one AI video & image generator with Sora 2, Veo 3, Kling, and 10+ top models.
Lease A Brain
AI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
NanoPic
NanoPic offers fast, high-quality conversational image editing powered by AI with 2K/4K output.
Rebelgrowth
Grow your revenue from organic traffic on autopilot:
Keyword research. SEO optimized articles and EVEN backlinks.
Edensign
Edensign is an AI-driven virtual staging platform transforming real estate photos quickly and realistically.
Wollo.ai
Wollo allows you to create, explore, and chat with AI characters using advanced, emotionally aware AI technology.
codeflying
CodeFlying – Vibe Coding App Builder | Create Full-Stack Apps by Chatting with AI
Camtasia online
Camtasia Online is a free tool for screen recording and video editing, all from your web browser.
remio - Personal AI Assistant
remio is an AI-powered personal knowledge hub that captures and organizes all your digital info automatically.
TattooAI AI Tattoo Generator
AI Tattoo Generator creates personalized, high-quality tattoo designs quickly with advanced AI technology.
PXZ AI
PXZ.ai is an all-in-one AI platform offering tools for image, video, voice, writing, and chat creation.
yesTool.ai
All-in-one AI platform for creating videos, music, and images with no technical skills required.
Avoid.so
Avoid.so offers advanced AI humanizer technology to bypass AI detection algorithms seamlessly.
Chatronix
LLM aggregator that connects multiple AI models in one platform for comparison, integration, and automation.
Z Image Turbo AI
Z Image Turbo is a super fast AI image generator creating stunning photorealistic art.
EaseUS VoiceWave
Free, powerful voice changer for creative expression offline and online.
What is Fast-LLM-Agent-MCP?
Fast-LLM-Agent-MCP is a lightweight, open-source Python framework for building AI agents that combine memory management, chain-of-thought reasoning, and multi-step planning. Developers can integrate it with OpenAI, Azure OpenAI, local Llama, and other models to maintain conversational context, generate structured reasoning traces, and decompose complex tasks into executable subtasks. Its modular design allows custom tool integration and memory stores, making it ideal for applications like virtual assistants, decision support systems, and automated customer support bots.
Who will use Fast-LLM-Agent-MCP?
- AI researchers
- Machine learning engineers
- Software developers
- Startup teams
- Enterprises
- Hobbyists
How to use the Fast-LLM-Agent-MCP?
- Step1: Clone the Fast-LLM-Agent-MCP GitHub repository.
- Step2: Install dependencies via pip install -r requirements.txt.
- Step3: Set environment variables for your chosen LLM provider.
- Step4: Configure the agent in config.yaml (memory, reasoning, planning).
- Step5: Instantiate the agent in Python and register custom tools.
- Step6: Call agent.run(task_description) to execute planned subtasks with memory context.
Platform
- mac
- windows
- linux
Fast-LLM-Agent-MCP's Core Features & Benefits
The Core Features
- Persistent memory management
- Chain-of-thought reasoning
- Automated multi-step planning
- Model-agnostic integration
- Custom tool registration
The Benefits
- Rapid prototyping of AI agents
- Improved reasoning transparency
- Maintained conversational context
- Extensible modular design
- Supports multiple LLM backends
Fast-LLM-Agent-MCP's Main Use Cases & Applications
- Customer support chatbots with context retention
- Decision support systems with traceable reasoning
- Personal productivity assistants with task planning
- Automated data analysis agents
- Virtual tutors with persistent memory
FAQs of Fast-LLM-Agent-MCP
Fast-LLM-Agent-MCP Company Information
Fast-LLM-Agent-MCP Reviews
5/5
Fast-LLM-Agent-MCP's Main Competitors and alternatives?
- LangChain
- Microsoft Semantic Kernel
- AutoGen
- Agentic Framework
You may also like:
CoTester is an enterprise-grade AI testing agent that reliably generates, runs, and self-heals automated tests.
Conversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
AI design agent automates workflow creating images, videos, 3D models up to 10x faster.
Short Circuit is a premier ChatGPT app for iPhone, iPad, and Mac.
SJinn is an AI-powered agent creating image, video, audio, and 3D content from descriptions.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Skywork AI is an innovative tool to enhance productivity using AI.
Eigent is an open-source AI workforce platform managing complex workflows via multi-agent collaboration.
A multi-agent reinforcement learning platform offering customizable supply chain simulation environments to train and evaluate AI agents effectively.
Airkit.ai is an AI agent that automates customer interactions and enhances communication channels.
Boostimize AI enhances e-commerce growth using personalized recommendations.
aiLEADS is an AI-powered lead generation agent designed to optimize sales processes.
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
DigitalEmployees.io provides AI agents for efficient remote work and task automation.
Moody's Research Assistant offers insightful analysis and research capabilities for financial professionals.
Lyzr Studio is an AI agent development platform for building custom conversational assistants integrating APIs and enterprise data.
Autonomous AI agent that conducts web searches, navigates pages, and synthesizes information for user-defined goals.
OpenKBS uses AI-driven embeddings to convert documents into a conversational knowledge base for instant Q&A.
Obsidian GPT Assistant enhances note-taking with AI-powered insights and productivity tools.
CapCut Commerce Pro is an AI-driven tool for generating video content efficiently.
All Hands AI automates meeting notes and action item management effortlessly.
Join virtual coworking sessions to boost productivity and collaboration.
Unlock efficiency with ElectroNeek's powerful automation solutions.
Summar.ee is an AI-powered tool that generates concise summaries and time-stamped transcripts from videos, podcasts, and meetings.
An AI-powered Chrome extension that intelligently organizes, summarizes, and manages browser tabs for enhanced productivity.
Qodo is an AI agent that provides advanced customer support automation and personalized assistance.
Cli3nts is an AI-powered LinkedIn agent automating engagement, prospecting, and content creation.
FixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
Sentient is an AI Agent framework enabling developers to build NPCs with long-term memory, goal-driven planning, and natural conversation.
Azara is a personalized AI assistant that optimizes business workflows and enhances productivity.
Web interface for BabyAGI, enabling autonomous task generation, prioritization, and execution powered by large language models.
AutoAct is an open-source AI agent framework enabling LLM-based reasoning, planning, and dynamic tool invocation for task automation.
SWE-agent autonomously leverages language models to detect, diagnose, and fix issues in GitHub repositories.
CamelAGI is an open-source AI agent framework offering modular components to build memory-driven autonomous agents.