Spearmint

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012. **[Deprecated]**

Microsoft Recommenders

Examples and best practices for building recommendation systems, provided as Jupyter notebooks. The repo contains some of the latest state of the art algorithms from Microsoft Research as well as from other companies and institutions.

zjunlp/LLMAgentPapers

Must-read Papers on Large Language Model Agents.

teacherpeterpan/self-correction-llm-papers

This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.

Paper Interpreter

Explain the PDF of the academic paper in an easy-to-understand manner by [Daichi Konno](https://twitter.com/_daichikonno)

Qrcode (Dify)

**QRCode** is a simple yet effective tool for generating QR code images. In **Dify**, QRCode allows you to quickly create QR codes for various types of content, such as URLs, text, or other information. This tool is ideal for sharing data visually and efficiently. Open the Plugin Marketplace, search for the QRCode tool, and install it to integrate it with your application. ![](./_assets/qrcode-01.

dkyazzentwatwa/osint-ai

--- name: osint-investigator description: "OSINT Investigator v2.1 — comprehensive open-source intelligence skill. Triggers on: OSINT, recon, digital footprint, dorking, social media investigation, username lookups, email tracing, domain recon, entity mapping, OPSEC, image verification, metadata analysis, threat intel, people search, background research. Slash commands: /dork, /recon, /pivot, /entity, /timeline, /analyze-metadata, /verif-photo, /sock-opsec, /report, /simple-report, /full, /track

Tavily (Dify)

The Tavily tool connects your Dify agents to an AI-native search engine built specifically for LLMs. Unlike traditional search APIs that return raw links, Tavily delivers clean, structured, and contextually relevant results ready for AI consumption. | Action | Description | Best For | | ------------ | ------

Khoj

Your AI second brain. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI. ([Demo](https://app.khoj.dev/), [Source Code](https://github.com/khoj-ai/khoj)) `AGPL-3.0` `Python/Docker`

Onyx Community Edition

Chat UI that works with any LLM. It comes loaded with advanced features like agents, web search, RAG, MCP, deep research, Connectors to 40+ knowledge sources, and more. ([Source Code](https://github.com/onyx-dot-app/onyx)) `MIT` `Docker/K8S`

Alphavantage (Dify)

Alpha Vantage provides an API service offering access to a wide range of financial market data. It allows developers to retrieve real-time and historical stock prices, forex rates, cryptocurrency data, and technical indicators. An API key grants access to these data endpoints, enabling integration into applications, analysis tools, and research projects. Please apply for an API Key on the [AlphaVa

MusicLM

A model by Google Research for generating high-fidelity music from text descriptions.

GhostWriter Pro

A sophisticated AI-powered ghostwriting agent designed to craft high-quality content across a diverse range of genres and formats. Equipped with advanced language models, GhostWriter Pro excels in creating personalized, engaging, and research-backed writing that meets professional standards.

Business Guru

Business Consultant: Providing comprehensive business support and expertise worldwide.Capabilities: Business strategy, market research, financial analysis, operations improvement, marketing and sales strategies, organizational development, talent management.Instructions: Define scope, gather business knowledge, develop industry expertise, implement market research and analysis, enable financial analysis and forecasting, facilitate operations and process improvement, provide marketing and sales s

Tech Explorer AI

Technology exploration AI capability: - Conduct comprehensive technical research - Provide predictive insights based on statistical data and trend analysis - Optimize research methodology - Maintain data accuracy and completeness - Infer limitations in the absence of complete data: - Only answer questions related to technology - Do not provide general purchasing advice - Provide product technology discussion through step-by-step guidance User interaction: - Provide clear and concise dialogue - P

survey-designer

--- version: "2.0.0" name: survey-designer

wentorai/research-plugins

350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents

Daily AI Research Digest

Finds and summarizes the latest AI papers in your field.

Telegraph (Dify)

**Telegraph** is a simple yet powerful plugin that allows you to create richly formatted posts and publish them on the web with just one click. **Telegraph** posts also get beautiful [Instant View](https://telegram.org/blog/instant-view) pages on **Telegram**. This means you can automatically publish results generated by Dify Apps to Telegraph, turning them into publicly accessible internet conten

gadievron/raptor

Raptor turns Claude Code into a general-purpose AI offensive/defensive security agent. By using Claude.md and creating rules, sub-agents, and skills, and orchestrating security tool usage, we configure the agent for adversarial thinking, and perform research or attack/defense operations.

Smartsheet (Dify)

This plugin integrates Smartsheet's work management capabilities with Dify, allowing you to view, create, update, and search data in your Smartsheet sheets directly from your Dify applications. - **Get Sheet Info**: Retrieve detailed information about a Smartsheet sheet, including columns, metadata, and sample data. - **Add Rows**: Add one or more new rows to a Smartsheet with custom column values

Stablediffusion (Dify)

Stable Diffusion is a tool for generating images based on text prompts. Dify has implemented the interface to access the Stable Diffusion WebUI API, so you can use it directly in Dify. The following are steps to integrate Stable Diffusion into Dify. Stable Diffusion requires a machine with a GPU to generate images. However, it's not necessary; you can use CPU to generate images, but it will be slo

BayramAnnakov/synthetic-market-research

Agent skill for fast, cheap market research using LLM synthetic surveys + Semantic Similarity Rating (SSR). No API keys needed.

blacktop/ipsw-skill

A SKILL.md for ipsw

Research Assistant

Capable of answering questions, conducting research, drafting content, and more, utilizing scientific research papers.

Academic Proofreading Expert

Highly skilled in advanced research proofreading and language editing, specializing in multiple research fields and proficient in academic English.

Reseach title generator

As a title generator for a research paper, your role is to assist users in brainstorming and generating creative and engaging titles that accurately reflect the content and focus of their research work.

Crossref (Dify)

CrossRef is a research discovery and linking tool. It helps researchers, librarians, and publishers find, connect, and cite scholarly publications. It leverages a vast database of metadata, offering features like similarity searches, citation lookups, and identifier resolution. In Dify, **it helps users to query literature information by DOI and by title**. The CrossRef tools could be found at the

leviathofnoesia/AgentCompiler

Converts skill/framework documentation into compressed AGENTS.md indexes for AI coding agents. Based on Vercel's research showing AGENTS.md achieves 100% pass rate vs 53% baseline.

Gostyan/docx-skill-4-cn-paper

中文论文常用排版格式Skills，适用于课程论文、数模竞赛、毕业论文等场景，让llm agent写word论文或者将.md转.docx时可调用

beita6969/ScienceClaw

🔬🦞 A self-evolving AI research colleague for scientists. 285 skills, zero hallucination, persistent memory.

gemy411/multi-research-agents

☁️ - a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general case.

mzxrai/mcp-webresearch

🔍 📚 - Search Google and do deep web research on any topic

parallel-web/task-mcp

☁️ 🔎 - Highest Accuracy Deep Research and Batch Tasks MCP

PyCodeAGI

A small AGI experiment to generate a Python app given what app the user wants to build 

BlockAGI

BlockAGI conducts iterative, domain-specific research, and outputs detailed narrative reports to showcase its findings 

Knowledge GPT

Accurate answers and instant citations for your documents. 

Paper QA

LLM Chain for answering questions from documents with citations 

OctagonAI/octagon-deep-research-mcp

🎖️ 📇 ☁️ 🏠 - Lightning-Fast, High-Accuracy Deep Research Agent

elhamid/llm-council

🐍 🏠 - Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: parallel responses → anonymous ranking → synthesis. Based on Andrej Karpathy's LLM Council concept.

Serper (Dify)

[Serper](https://serpapi.com) is a search tool designed to query and retrieve information from the web using a simple and efficient interface. It allows users to input a query string and fetch search results programmatically, making it ideal for integrating web search capabilities into workflows or applications. With Serper, you can automate the process of retrieving relevant information from the

abhiphile/fermat-mcp

🐍 🏠 🍎 🪟 🐧 - The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization.

GPT Researcher

GPT Researcher is an autonomous agent designed for comprehensive online research on a variety of tasks. 

Awesome Language Agents

List of language agents based on paper "Cognitive Architectures for Language Agents" 

Paitesanshi/LLM-Agent-Survey

A Survey on LLM-based Autonomous Agents.

woooodyy/llm-agent-paper-list

Must-read papers for LLM-based agents.

git-disl/awesome-LLM-game-agent-papers

Must-read papers for LLM-based Game agents.

VALL-E X

A cross-lingual neural codec language model for cross-lingual speech synthesis.