MemoryMesh is a knowledge graph server designed for AI models, focusing on text role - playing games and interactive narratives. It helps AI maintain consistent and structured memory in conversations through dynamic schema definition and automatic tool generation, enabling a richer and more dynamic interactive experience.

The Hats Protocol MCP Server is a comprehensive multi - chain role management system that provides hat creation, permission verification, organizational structure management, and analysis functions, supporting multiple mainnets and testnets such as Ethereum and Polygon.

Deep-Co is a cross-platform chat client developed based on Compose Multiplatform. It supports multiple LLM API providers, including OpenRouter, Anthropic, Grok, OpenAI, etc., and is compatible with OpenAI API and local models. It has functions such as chat record management, prompt management, role adaptation, TTS, etc., and supports multiple languages and theme customization.

An enterprise HR token airdrop system based on the Solana blockchain, providing functions such as wallet management, token creation, and liquidity management, supporting role allocation and email notification.

The ARIA validation MCP server uses the aria - query library to validate the effectiveness of ARIA attributes and role attributes, providing support for accessible web development.

Claude Agents Power is an intelligent MCP server project that can analyze user projects and recommend a perfect team configuration composed of over 100 professional roles. It supports multiple languages, provides various professional role agents in areas such as technology, data, product, marketing, operations, finance, human resources, and executives, and can automatically download and integrate them for use in Claude.

An MCP server that provides Discord integration functions, supporting various operations such as message management, channel management, role management, and Webhook management, and can be used in conjunction with MCP clients such as Claude Desktop.

AI Expert Workflow MCP is a model context protocol server based on the OpenRouter API. Through three AI expert roles of product manager, UX designer, and software architect, it provides a complete workflow solution from product planning to technical implementation. The project supports independent generation of PRD documents and can also be integrated with Task Master for task management.

An AI-based interview role-playing MCP server

This is an MCP server designed for the Nestr workspace, allowing AI assistants (such as Claude) to connect and operate data such as tasks, projects, and roles in the workspace. It supports functions such as search, creation, update, and commenting, and provides interactive UI components.

Auto Causal Inference is a project that uses large language models (LLMs) to automatically perform causal inference. Users only need to specify the treatment variable and the outcome variable, and the system can automatically complete the full - process analysis, including variable role identification, causal graph construction, effect estimation, and model validation. The project provides two agent architectures (LangGraph and MCP) to achieve this function, which is particularly suitable for causal problem analysis in the banking scenario.

An enterprise HR token airdrop tool based on the Solana blockchain, supporting role - based allocation and email notifications

AutoPentest is an automated Web application penetration testing server based on the MCP protocol, integrating the OWASP WSTG and PortSwigger attack technique guides. It realizes a seven - stage automated testing through role - based agents (scout, analyst, exploiter, reporter), including 109 tests, 31 attack techniques, 27 security tools, and the ability to bypass WAF adaptively, ensuring zero false positives and evidence - driven vulnerability discovery.

The EspoCRM MCP Server is a comprehensive model context protocol server that provides seamless integration with EspoCRM, supporting 47 tools for complete CRM operations, including contact, account, opportunity, meeting, user, task, lead management, and advanced functions such as team, role, and entity relationship management, along with an AI chatbot interface.

termiAgent is an LLM-based command-line assistant that supports plugin role settings and MCP server connection, aiming to simplify computer operations.

Discord MCP Server Extended Edition, providing comprehensive Discord server management functions, including advanced management tools for roles, permissions, channels, members, messages, forums, and webhooks.

A role-based Model Context Protocol (MCP) server that enables role-specific instruction, memory management, and style adaptation by defining context boundaries for different AI agent roles.

The Keycloak MCP server is a model context protocol service that provides a natural language interface for managing Keycloak identity and access control through REST APIs. This service supports operations such as user management, client configuration, domain management, and role - based access control.

Autonomous Lab is an MCP server that can transform any senior - novice workflow into an autonomous loop. AI agents play different roles (such as PI and trainee) in a design - execute - review loop, while humans act as decision - making editors. No additional API keys are required, and it can run using existing coding tool subscriptions. It supports multi - agent mode, skill container configuration, and 24 - hour continuous sessions.

The Xcode MCP Server is a comprehensive development automation tool that provides over 115 tools for project management, building, testing, simulator control, crash reporting, resource management, and localization. It supports AI - driven workflows and a configurable agent role system.

Huuh MCP Server is a collaborative AI service that connects AI applications with the huuh.me platform, providing functions such as knowledge base management, team collaboration, and AI role switching, and supporting content retrieval, contribution, and sharing.

CNAP is an application development platform based on Spring Boot and Vue.js 3, providing core functional modules such as user management, role - permission control, and customizable menus to build a flexible and scalable system infrastructure.

The Octodet Keycloak MCP Server is a model context protocol server for Keycloak management, providing a comprehensive toolset for managing Keycloak resources such as users, realms, and roles through the LLM interface.

A role-based model context protocol server for managing the context boundaries of AI agents.

A secure MCP server that provides PostgreSQL database operations and various credential generation tools, supporting GitHub OAuth authentication and role - based access management

A Discord bot control server based on the MCP protocol, providing comprehensive Discord server management functions, including message sending, member management, role permissions, channel operations, etc.

MCP is an intelligent dialogue platform server that provides role-based AI advisor services, supports multiple LLM suppliers, semantic memory management, and real-time streaming response, and is suitable for scenarios such as business consulting and technical support.

Sensei MCP is a multi-role engineering tutor system that integrates 64 professional AI roles and provides engineering standards and suggestions through collaborative guidance. It can inject relevant engineering specifications before Claude's inference, supports multiple file types and context awareness, and has session memory and team collaboration functions.

The MCP server provides API integration services for Apache Gravitino, supporting metadata management, tag association, and user role operations.

A secure GitHub operation MCP server. All write operations require administrator approval before execution to prevent misoperations of automation scripts. It provides a dual - role mechanism of operator requests and administrator approval.

A FastMCP integration project providing MCP services for Apache Gravitino, supporting metadata management, tagging, and user role functions.

A server based on FastMCP that provides tools for interacting with the Planning Center People API, supporting querying and filtering of personnel data, including various filtering conditions such as background checks, roles, and age ranges.

This is a COC tabletop role - playing tool server based on the MCP protocol, providing various dice functions and supporting MCP protocol communication.