The Solana Agent Kit is an open-source toolkit for connecting AI agents to the Solana protocol, supporting more than 60 blockchain operations.

The Stripe Agent Toolkit is a toolkit that supports the integration of multiple AI agent frameworks (such as OpenAI, LangChain, CrewAI, etc.) with the Stripe API. It provides support for Python and TypeScript, simplifying payment-related operations.

The AI Development Assistant MCP Server is an AI - based code development toolkit that provides functions such as code architecture generation, UI screenshot analysis, and code review, specifically designed for Cursor.

The DevOps AI Toolkit is an AI-based platform engineering and DevOps automation tool that provides functions such as resource deployment recommendations, problem repair, project governance, and a shared prompt library for teams through intelligent Kubernetes operations and conversational workflows, enabling complex cloud-native operations to be achieved through natural language interaction.

This project provides support for Model Context Protocol (MCP) tool calls for LangChain, enabling interaction with AI models through the MCP toolkit, such as file reading and summary generation.

Snak is a toolkit for creating AI agents that can interact with the Starknet blockchain, supporting multiple AI providers and available in the form of an NPM package and a NestJS server.

BioMCP is an open - source biomedical AI toolkit that provides professional biomedical knowledge support for AI systems by connecting to authoritative data sources.

MCPfinder is a local server tool that provides dynamic capability expansion for AI agents. By searching for and installing toolkits compatible with the MCP protocol, language models can obtain new functions on demand.

Frida MCP is an MCP protocol implementation based on the Frida dynamic detection toolkit, providing AI systems with the ability to interact with mobile and desktop applications.

Chargebee AgentKit is a toolkit for enhancing the integration capabilities of AI applications with Chargebee and simplifying billing and subscription management.

An Ethereum blockchain analysis toolkit based on Claude AI, providing functions such as smart contract audit, wallet analysis, and profit tracking.

The Osmosis Agent Toolkit is a collection of development tools for interacting with the Osmosis protocol, including core functions, AI SDK integration, and MCP server implementation.

The Multi-chain MCP Server is a comprehensive toolkit that provides blockchain interaction capabilities for AI agents, including the MCP server, agent tools, and development kits.

AI development assistant toolkit that provides code architecture, screenshot analysis, code review, and file reading functions

The AI Code Toolkit provides MCP servers and tools to help AI programming agents maintain code consistency, follow conventions, and scale as the codebase expands, including scaffolding templates, architectural patterns, and validation rules

HydraMCP is a lightweight and scalable network security toolkit that connects AI assistants with security tools through the Model Context Protocol (MCP), supporting AI - assisted security research, scanning, and analysis.

This project provides a set of development toolkits, including AI - assisted templates and utility scripts, to improve development efficiency and project management standardization.

The mkinf SDK is a powerful toolkit that can easily integrate MCP servers into applications and access professional AI capabilities through a unified interface.

The MCP Toolkit is a modular server implementation for building high-precision vertical AI agents, providing support for 123 tools, significantly reducing the amount of code, and simplifying complex workflows.

Agentek is an extensible TypeScript toolkit designed to simplify complex interactions with EVM blockchains, providing a unified type - safe interface, supporting multi - chain operations and AI integration.

AgentMail Toolkit is a development toolkit that integrates multiple frameworks and protocols

The Bitcoin SV MCP Server is an experimental Bitcoin SV toolkit that provides wallet, Ordinals, and blockchain interaction functions for the Model Context Protocol framework. This project is in the early development stage and includes a rich set of BSV tools, educational resources, and blockchain browser functions, supporting integration with various AI clients.

OpenAPI-MCP is a Dockerized MCP server that can automatically generate MCP toolkits from Swagger/OpenAPI specification files, enabling AI agents to access any API without additional coding.

The Amazon Ads API MCP SDK is an open-source toolkit that enables AI applications to securely interact with the Amazon Advertising API through the Model Context Protocol. It supports multi-region and comprehensive API coverage and is used to build AI-driven advertising management applications.

The Freepik FastMCP toolkit is an MCP server used to seamlessly integrate AI assistants with the Freepik API, providing functions such as icon search and download, resource management, image classification, and generation.

A toolkit focused on efficiently crawling and cleaning dependency documents, suitable for human reading and AI processing.

MCP DevTools is a collection of toolkits that enables the interaction between AI assistants and external tool services through the Model Context Protocol. Currently, it provides integration support for the Jira and Linear platforms.

The MCP toolkit is a comprehensive implementation of the model context protocol server, providing a rich set of local system interaction tools for AI assistants

The 302AI Basic MCP Server is a toolkit that enhances the basic capabilities of large language models. It supports dynamically loading a list of remote tools, provides multiple usage modes (local stdin or remote HTTP service), and includes practical tools such as Wiki search, Arxiv search, calculator, and code execution.

AutoGPT is an open - source AI agent toolkit that provides a modular and extensible framework, supporting users to build, test, and monitor AI agents. The project includes the Forge Innovation Lab, a Benchmark testing environment, and a user - friendly front - end interface, and uses the Agent Protocol for standardized communication. The community is active, regularly hosting hackathons and other activities to drive innovation.

MCP Router is a Python toolkit for managing MCP servers and interacting with OpenRouter AI models, supporting multi-step workflow orchestration and intelligent task analysis.

The ModelContextProtocol (MCP) Java SDK is a standardized protocol implementation for communication between AI models and external tools or resources. It provides Java development toolkits for both clients and servers, supports synchronous and asynchronous operations, and includes functions such as resource management, tool invocation, and error handling.

The Visa Acceptance Agent Toolkit is a toolkit integrated with the Vercel AI SDK and the Model Context Protocol (MCP), specifically used for Visa Acceptance - related operations such as invoice management and payment link creation.

This project provides a series of KQL queries to detect abuse behaviors related to the BloodHound BARK toolkit in Azure AD tenants. These queries aim to identify behaviors simulated by BARK rather than the use of the tool itself. The content includes detection queries for different BARK functions, control suggestions, and relevant resource links.

This project provides a set of development toolkits, including AI - assisted templates and utility scripts, to improve development efficiency and maintain code consistency.

MAVAE is an image processing toolkit based on the MCP protocol, providing functions such as image generation, editing, and collection management, and supporting standardized operations of AI agents.

Multichain MCP Server is an AI and blockchain integration toolkit developed by Oraichain Labs, including an MCP server, smart agent tools, and a development suite, supporting multi-chain interaction and DeFi protocol integration.

BNBChain MCP is an AI - based natural language processing toolkit that provides functions for interacting with BNB Chain and other EVM - compatible networks, including block query, smart contract interaction, NFT operations, etc.

Paybyrd AI Agent Toolkit, integrating payment processing capabilities with AI models

PitchLense MCP is a professional AI-driven startup risk assessment toolkit that provides a comprehensive assessment for investment decisions through multi-dimensional risk analysis (market, product, team, finance, etc.), supporting MCP protocol integration and various usage methods.