A collection of official Microsoft MCP servers, providing AI assistant integration tools for various services such as Azure, GitHub, Microsoft 365, and Fabric. It supports local and remote deployment, helping developers connect AI models with various data sources and tools through a standardized protocol.

Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.

The 302AI BrowserUse MCP Server is an AI-based browser automation server that enables natural language control of browsers and web research through the Model Context Protocol (MCP).

Security Detections MCP is a server based on the Model Context Protocol that allows LLMs to query a unified security detection rule database covering Sigma, Splunk ESCU, Elastic, and KQL formats. The latest version 3.0 is upgraded to an autonomous detection engineering platform that can automatically extract TTPs from threat intelligence, analyze coverage gaps, generate SIEM-native format detection rules, run tests, and verify. The project includes over 71 tools, 11 pre-built workflow prompts, and a knowledge graph system, supporting multiple SIEM platforms.

Blender MCP VXAI is a powerful integration tool that allows users to control Blender through natural language to create and modify 3D models, animations, and scenes. It simplifies complex operations and supports real-time export to projects.

Tripo MCP Server is an interface project that connects AI assistants and Tripo AI, supporting the generation of 3D assets through natural language and importing them into Blender.

Awesome MCP Servers is a comprehensive collection of Model Context Protocol (MCP) servers, covering 7,158 MCP servers divided into 33 categories, including AI integration, art and media, browser automation, cloud services, databases, developer tools, file systems, finance, gaming, hardware, healthcare, infrastructure, knowledge management, location maps, marketing, monitoring, multimedia processing, operating systems, project management, scientific research, security, social media, travel and transportation, utilities, and version control, etc.

Lokka is a server based on the Model - Context - Protocol (MCP) for querying and managing Azure and Microsoft 365 tenants by operating Microsoft Graph and Azure RM APIs through natural language.

Tripo MCP Server is an interface tool that connects AI assistants with Tripo AI, supporting the generation of 3D assets from natural language and importing them into Blender.

The MCP server for the 1000 Genomes Project dataset provides real - time natural language access to 3202 samples, 138 million variants, and approximately 442 billion genotypes in the Dnaerys variant storage, supporting screening and analysis based on coordinates, annotations, and genetic patterns.

This project is an M365 MCP server that implements the CISA BOD 25 - 01 security controls. It manages Microsoft 365 security settings through the Microsoft Graph API and provides functions such as blocking legacy authentication, risk - based access control, MFA management, application registration control, and password policy management.

The 302AI Sandbox MCP Server is a secure code sandbox service that allows AI assistants to execute arbitrary code, supporting multiple modes and dynamic tool loading.

This is an open-source MCP server project that provides real-time query and retrieval functions for public data from the Swedish Parliament and Government. It includes 32 dedicated tools and supports local deployment or remote use.

The Copilot Studio Agent Direct Line MCP Server is a local MCP server that allows developers to directly interact with Microsoft Copilot Studio Agents in their code editors through the Direct Line 3.0 API, providing functions such as conversation management, message sending, and history retrieval.

A reference project implementing the Model Context Protocol (MCP), providing a standard for tool calls between LLMs and applications, including local and remote call implementations, and integrating AWS Bedrock and Claude 3.7.

An OAuth2 authorization server project based on Spring Boot 3 and Java 24, supporting GraalVM native images, CRaC checkpoint restoration, local AI model testing, and Docker deployment.

Jarvis MCP is a browser-based voice conversation tool that allows users to have natural voice conversations with AI assistants through a microphone. It supports voice recognition in more than 30 languages and remote access, and no additional software or API keys are required for installation.

The Nextcloud MCP Server is a tool rewritten in TypeScript that allows large language models to interact with Nextcloud instances through the Model Context Protocol. It supports 30 operations such as notes, calendars, contacts, spreadsheets, and files, and especially provides a revolutionary unified file search function. It supports one - click cloud deployment on Smithery.

An MCP server that integrates the Volatility 3 memory forensics framework with MCP - compatible LLMs such as Claude, simplifying memory forensics analysis through natural language

This is a Model Context Protocol server for accessing the KEGG biological database. It provides 30 bioinformatics analysis tools, supports HTTP transmission and LangChain integration, and facilitates LLM to call KEGG data for bioinformatics analysis.

OpenManus is an open-source project that allows users to realize various ideas without an invitation code. It was built by members of the MetaGPT team in 3 hours. It provides a simple implementation that allows users to create their own intelligent agents and supports multiple languages and configurations. The project welcomes suggestions, contributions, and feedback. Future plans include better planning, real-time demonstrations, playback functions, RL fine-tuning models, and comprehensive benchmarking.

TeamSpeak MCP is a server control tool based on the Model Context Protocol, specifically designed to allow AI models (such as Claude) to manage TeamSpeak voice servers. It provides 39 functional tools, covering all - around operations such as user management, channel control, and permission configuration. It supports multiple deployment methods (PyPI/Docker/local) to achieve automated TeamSpeak management.

The MCP server implementation of the 3xpl API allows LLMs to interact with data from 48 blockchains through the JSON API, providing various blockchain query and aggregation tools.

Unity AI ProBuilder is an AI-driven 3D modeling tool based on the MCP protocol that creates and edits editable meshes in the Unity editor through natural language commands, supporting rapid prototyping and procedural geometry generation.

This is an open - source project that includes over 35 pre - built MCP connectors for integrating SaaS tools into AI applications, supporting local development and type - safe configuration.

Trellis MCP is an interface service that connects AI assistants with Trellis 3D generation models, supporting rapid generation of 3D assets through natural language and importing them into Blender. This project is based on an open - source model and requires self - deployment of the API backend. It is fast and free, but there are stability risks.

GH_mcp_server is a tool that enables direct interaction with Rhino and Grasshopper through LLMs, supporting the analysis of 3dm files, 3D modeling, and the automatic generation of GHPython code.

An MCP server that provides read - only access to Outlook/Microsoft 365 calendars, supporting querying calendar events through APIs or command - line tools.

This project provides an OpenAPI specification validation service based on APIMatic, enabling integration with tools like Claude through the MCP protocol and supporting validation of JSON/YAML formats for OpenAPI 2.0/3.0 files.

This is an 8th Wall MCP server project that allows users to build WebAR experiences in Claude Desktop through natural language instructions. It provides over 66 tools, supports scene building, 3D model management, animation addition, physical effects, asset search, and project file management, and can be integrated with 8th Wall Desktop and cloud APIs.

A server based on the Model Context Protocol (MCP) that provides localized documentation search and configuration query functions for Klipper 3D printer firmware to Claude Desktop, supporting real - time synchronization of the official documentation library and building a full - text retrieval index.

This project integrates the Yahoo Finance API with the LLaMA 3.2 3B model. Through the Model Context Protocol (MCP), the model can access real - time financial data, stock information, and market news while retaining all the original functions of LLaMA.

Vultr MCP is a comprehensive model context protocol server that provides 335+tools for managing Vultr cloud infrastructure through natural language, supporting intelligent identifier parsing and a rich CLI interface.

A server that integrates the Volatility 3 memory forensics framework with MCP-compatible LLMs such as Claude, simplifying memory forensics analysis through natural language and helping India solve the backlog of digital forensics cases.

MCP - Slicer is an integrated tool that connects 3D Slicer with model clients (such as Claude) through the MCP protocol, supporting direct operation of 3D Slicer for medical image processing and scene control using natural language.

3D-MCP is a general model context protocol implementation for 3D software, enabling LLMs to interact across platforms such as Blender, Maya, and Unreal through a unified TypeScript interface.

GH_mcp_server is a tool that directly interacts with Rhino and Grasshopper through LLM, supporting the analysis of 3DM files, 3D modeling, and the automatic generation of GHPython code for Grasshopper.

MCP-Link for Blender is a plugin that transforms Blender into an AI-controllable 3D creation platform. Through the Model Context Protocol (MCP), it exposes the full Python API of Blender to AI agents, enabling natural language control of Blender operations.

Paprika-3-MCP is a service based on the Model Context Protocol (MCP) that allows users to access and manipulate recipe data in the Paprika 3 application through LLMs (such as Claude), supporting recipe creation and update.

An open - source project that integrates Blender with local AI models to control 3D modeling through natural language.