Explore MCP Servers
Discover the collection of MCP servers across different industries and use cases. Find the perfect integration for your AI applications. We manually validated each MCP server before publishing.
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1Panel MCP Server
1Panel MCP Server is an implementation of the Model Context Protocol (MCP) server for 1Panel.
Updated 8/2/2025
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A2A MCP Server
A mcp server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents.
Updated 8/2/2025
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AI Agent Marketplace Index Search MCP Server
MCP Server for AI Agent Marketplace Index from DeepNLP, , allowing AI assistants to searches available AI agents Navigation Page function, tools or use cases by "keywords" or "category". such as find all the "AI coding agents", "GUI AI Agents", "Mobile Use Agent", "Desktop Use Agent", etc.
Updated 8/2/2025
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APIWeaver
A FastMCP server that dynamically creates MCP (Model Context Protocol) servers from web API configurations. This allows you to easily integrate any REST API, GraphQL endpoint, or web service into an MCP-compatible tool that can be used by AI assistants like Claude.
Updated 8/4/2025
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AWS Athena MCP
A Model Context Protocol (MCP) server for running AWS Athena queries. This server enables AI assistants to execute SQL queries against your AWS Athena databases and retrieve results.
Updated 8/8/2025
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AWS Cognito MCP Server
A Model Context Protocol (MCP) server implementation that connects to AWS Cognito for authentication and user management. This server provides a set of tools for user authentication flows including sign-up, sign-in, password management, and more.
Updated 8/8/2025
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AWS Cost Explorer and Amazon Bedrock Model Invocation Logs MCP Server & Client
This tool provides a convenient way to analyze and visualize AWS cloud spending data using Anthropic's Claude model as an interactive interface. It functions as an MCP server that exposes AWS Cost Explorer API functionality to Claude Desktop, allowing you to ask questions about your AWS spend in natural language.
Updated 8/8/2025
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AWS MCP Server
A Model Context Protocol server implementation for AWS operations that currently supports S3 and DynamoDB services. All operations are automatically logged and can be accessed through the audit://aws-operations resource endpoint.
Updated 8/8/2025
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AWS Resources MCP Server
A Model Context Protocol (MCP) server implementation that provides running generated python code to query any AWS resources through boto3.
Updated 8/8/2025
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Audio
Ableton Live MCP Server
The Ableton Live MCP Server is a server implementing the Model Context Protocol (MCP) to facilitate communication between LLMs and Ableton Live. It uses OSC (Open Sound Control) to send and receive messages to/from Ableton Live. It is based on AbletonOSC implementation and exhaustively maps available OSC adresses to tools accessible to MCP clients.
Updated 8/2/2025
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Audio
AbletonMCP - Ableton Live Model Context Protocol Integration
AbletonMCP connects Ableton Live to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Ableton Live. This integration enables prompt-assisted music production, track creation, and Live session manipulation.
Updated 8/2/2025
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Actor-Critic Thinking MCP Server
A dual-perspective thinking analysis server based on Model Context Protocol (MCP), providing comprehensive performance evaluation through Actor-Critic methodology.
Updated 8/2/2025
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eCommerce
Adobe Commerce Dev MCP Server
This project implements a Model Context Protocol (MCP) server that interacts with Adobe Commerce. This protocol supports various tools to interact with Adobe Commerce GraphQL APIs.
Updated 8/2/2025
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Travel
Airbnb Search & Listings
A comprehensive Desktop Extension for searching Airbnb listings with advanced filtering capabilities and detailed property information retrieval. Built as a Model Context Protocol (MCP) server packaged in the Desktop Extension (DXT) format for easy installation and use with compatible AI applications.
Updated 8/2/2025
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Airtable MCP server
A Model Context Protocol server that provides read and write access to Airtable databases. This server enables LLMs to inspect database schemas, then read and write records.
Updated 8/2/2025
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Blockchain
Algorand MCP Implementation
Model Context Protocol (MCP) implementation for Algorand blockchain interactions.
Updated 8/4/2025
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Travel
Amadeus MCP Server
MCP-Amadeus is a community-developed Model Context Protocol (MCP) server that integrates with the Amadeus Flight Offers Search API to provide flight search capabilities through natural language interfaces. Built for use with MCP-compatible clients (e.g., Claude Desktop).
Updated 8/4/2025
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Media
AniList MCP Server
A Model Context Protocol (MCP) server that interfaces with the AniList API, allowing LLM clients to access and interact with anime, manga, character, staff, and user data from AniList.
Updated 8/4/2025
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Anki MCP Server
An MCP server implementation that connects to a locally running Anki, providing card review and creation.
Updated 8/4/2025
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Apache Airflow
A Model Context Protocol (MCP) server implementation for Apache Airflow, enabling seamless integration with MCP clients. This project provides a standardized way to interact with Apache Airflow through the Model Context Protocol.
Updated 8/2/2025
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Education
Apple Books MCP
Model Context Protocol (MCP) server for Apple Books.
Updated 8/4/2025
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Development
Apple Developer Documentation Model Context Protocol Server
Apple Developer Documentation MCP Server - Access Apple's official developer docs, frameworks, APIs, SwiftUI, UIKit, and WWDC videos through Model Context Protocol. Search iOS, macOS, watchOS, tvOS, and visionOS documentation with AI-powered natural language queries. Get instant access to Swift/Objective-C code examples, API references, and technical guides directly in Claude, Cursor, or any MCP-compatible AI assistant.
Updated 8/4/2025
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Development
AppleScript MCP Server
A Model Context Protocol (MCP) server that lets you run AppleScript code to interact with Mac. This MCP is intentionally designed to be simple, straightforward, intuitive, and require minimal setup.
Updated 8/4/2025
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Development
Apt MCP Server
A TypeScript-based Model Context Protocol (MCP) server for controlling the apt package manager on Linux. Designed for integration with AI agents (e.g., Cursor, Claude Desktop, Windsurf) and developer tools, it exposes tools for installing, removing, updating, and querying apt packages using the system's native apt and dpkg binaries with sudo privileges.
Updated 8/4/2025
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Atris MCP for Audius (v2.4.0)
An MCP (Model Context Protocol) server that provides comprehensive access to the Audius music platform via LLMs (Large Language Models), with 105 tools covering ~95% of the Audius Protocol API.
Updated 8/8/2025
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Auto ML - Automated Machine Learning Platform
An intelligent automated machine learning platform that provides comprehensive data analysis, preprocessing, model selection, and hyperparameter tuning capabilities through Model Context Protocol (MCP) tools.
Updated 8/8/2025
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Azure Data Explorer MCP Server
A Model Context Protocol (MCP) server for Azure Data Explorer/Eventhouse in Microsoft Fabric.
This provides access to your Azure Data Explorer/Eventhouse clusters and databases through standardized MCP interfaces, allowing AI assistants to execute KQL queries and explore your data.
Updated 8/8/2025
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Azure Model Context Protocol (MCP) Hub
Build AI agents that call real APIs — fast. Whether you're a C#, Python, Java, or JavaScript developer, this hub helps you build, run, or reuse Model Context Protocol (MCP) servers on Azure to power your AI agents.
Updated 8/8/2025
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Azure OpenAI DALL-E 3 MCP Server
An Azure OpenAI DALL-E 3 integration server implementing the Model Context Protocol (MCP). This server provides a bridge between Azure OpenAI's DALL-E 3 image generation capability and MCP clients.
Updated 8/8/2025
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Azure Wiki Search Server
This mcp server implements the MCP specification to allow AI agents to search on Azure wiki.
Updated 8/8/2025
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BGG MCP: BoardGameGeek MCP API Server
BGG MCP provides access to the BoardGameGeek API through the Model Context Protocol, enabling retrieval and filtering of board game data, user collections, and profiles. The server is implemented in Go, using the GoGeek library, which helps ensure robust API interactions.
Updated 8/8/2025
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Baidu AI Search
Baidu AI Search component combines Baidu's search capabilities with large language model technology to provide intelligent responses with real-time web information references, supporting various industry application scenarios.
Updated 8/8/2025
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BambooHR MCP
A Model Context Protocol (MCP) library for BambooHR, built with Node.js and TypeScript. This library provides a clean, type-safe interface to interact with the BambooHR API from your Node.js or TypeScript applications.
Updated 8/8/2025
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Basic Memory
Basic Memory lets you build persistent knowledge through natural conversations with Large Language Models (LLMs) like Claude, while keeping everything in simple Markdown files on your computer. It uses the Model Context Protocol (MCP) to enable any compatible LLM to read and write to your local knowledge base.
Updated 8/8/2025
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Bible MCP Server
A Model Context Protocol server that exposes Bible content from bible-api.com for Large Language Models like Claude.
Updated 8/8/2025
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BigQuery MCP Server
This is a server that lets your LLMs (like Claude) talk directly to your BigQuery data! Think of it as a friendly translator that sits between your AI assistant and your database, making sure they can chat securely and efficiently.
Updated 8/8/2025
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BigQuery MCP server
A Model Context Protocol server that provides access to BigQuery. This server enables LLMs to inspect database schemas and execute queries.
Updated 8/8/2025
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Binance MCP Server
A Model Context Protocol (MCP) server that provides Claude Code with Binance exchange API functionality.
Updated 8/8/2025
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Bing Search MCP Server
A Model Context Protocol (MCP) server for Microsoft Bing Search API integration, allowing AI assistants to perform web, news, and image searches.
Updated 8/8/2025
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BioMCP: Biomedical Model Context Protocol
BioMCP is an open source (MIT License) toolkit that empowers AI assistants and agents with specialized biomedical knowledge. Built following the Model Context Protocol (MCP), it connects AI systems to authoritative biomedical data sources, enabling them to answer questions about clinical trials, scientific literature, and genomic variants with precision and depth.
Updated 8/8/2025
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Bitable MCP Server
This MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools.
Updated 8/8/2025
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Blender MCP – Model Context Protocol server for Blender
Blender MCP is a plug-and-play server that lets any Large Language Model (LLM) interact with Blender in real time using structured JSON commands over a TCP socket. It enables natural language control of 3D scenes for professionals and beginners alike.
Updated 8/8/2025
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BlenderMCP - Blender Model Context Protocol Integration
BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.
Updated 8/8/2025
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Blockchain MCP powered by Tatum
A Model Context Protocol (MCP) server that provides access to the Tatum Blockchain Data API and RPC Gateway, enabling any LLM to read and write blockchain data across 130+ networks. Visit official MCP webpage for more details and to get your Tatum API key.
Updated 8/8/2025
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Bluesky MCP Server
A Model Context Protocol (MCP) server for Bluesky that can post on your behalf by using the AT Protocol.
Updated 8/8/2025
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Search
Brave Search MCP Server
An MCP server implementation that integrates the Brave Search API, providing both web and local search capabilities.
Updated 8/2/2025
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Development
Chotu Robo Server - MCP Server for Arduino
This project showcases how to integrate Arduino-based robotics (using the NodeMCU ESP32 or Arduino Nano 368 board) with AI using the MCP (Model Context Protocol) framework from Claude AI by Anthropic. It provides a seamless connection between hardware components and AI through a simple interface that can be controlled by a user via a mobile phone or computer.
This system acts as a robotic server (named Chotu Robo) that can interact with various physical components like LEDs, motors, servos, fans, sensors, and more. These components can be controlled remotely by sending commands to the server, which in turn controls the hardware via the ESP32 or Arduino Nano 368 microcontroller.
This setup opens up the possibility for future AI-based applications, such as controlling the robot through AI assistants (like Claude) from mobile or web applications.
The Chotu Robot operates in two modes: Wired Mode and Wireless Mode, each designed for different use cases and hardware configurations.
Updated 8/4/2025
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Fetch MCP server
A Model Context Protocol server that provides web content fetching capabilities. This server enables LLMs to retrieve and process content from web pages, converting HTML to markdown for easier consumption.
Updated 8/2/2025
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Storage
Filesystem MCP server
Node.js server implementing Model Context Protocol (MCP) for filesystem operations.
Updated 8/2/2025
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Free USDC Transfer MCP Server
An MCP server implementation enabling free USDC transfers on Base with Coinbase CDP MPC Wallet integration.
Updated 8/8/2025
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Development
Git MCP server
A Model Context Protocol server for Git repository interaction and automation. This server provides tools to read, search, and manipulate Git repositories via Large Language Models.
Updated 8/2/2025
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Storage
Google Drive server
This MCP server integrates with Google Drive to allow listing, reading, and searching over files.
Updated 8/2/2025
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Maps
Google Maps MCP Server
MCP Server for the Google Maps API.
Updated 8/2/2025
Active
Development
JIRA MCP server by itbusina
The JIRA MCP server integrates with JIRA REST API by itbusina.com
Updated 8/2/2025
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Storage
Knowledge Graph MCP Memory Server
A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats.
Updated 8/2/2025
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MCP Atlassian
Model Context Protocol (MCP) server for Atlassian products (Confluence and Jira). This integration supports both Confluence & Jira Cloud and Server/Data Center deployments.
Updated 8/8/2025
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MCP Atlassian Server (by phuc-nt)
MCP Atlassian Server (by phuc-nt) is a Model Context Protocol (MCP) server that connects AI agents like Cline, Claude Desktop, or Cursor to Atlassian Jira and Confluence, enabling them to query data and perform actions through a standardized interface.
Updated 8/8/2025
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MCP Azure DevOps Server
This project implements a Model Context Protocol (MCP) server that allows AI assistants (like Claude) to interact with Azure DevOps, providing a bridge between natural language interactions and the Azure DevOps REST API.
Updated 8/8/2025
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Productivity
MCP Server Chart
A Model Context Protocol server for generating charts using AntV.
Updated 8/4/2025
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Productivity
MCP Server for Apache Gravitino
MCP server providing Gravitino APIs - A FastMCP integration for Apache Gravitino services.
Updated 8/4/2025
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Storage
MCP Server for ArangoDB
A Model Context Protocol server for ArangoDB
This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB. It implements core database operations and allows seamless integration with ArangoDB through MCP tools. You can use it wih Claude app and also extension for VSCode that works with mcp like Cline!
Updated 8/4/2025
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MCP iCal Server
Transform how you interact with your macOS calendar using natural language! The mcp-ical server leverages the Model Context Protocol (MCP) to turn your calendar management into a conversational experience.
Updated 8/4/2025
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Storage
PostgreSQL
A Model Context Protocol server that provides read-only access to PostgreSQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.
Updated 8/2/2025
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Testing
Puppeteer
A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment.
Updated 8/2/2025
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Storage
Redis
A Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.
Updated 8/2/2025
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Storage
SQLite MCP Server
A Model Context Protocol (MCP) server implementation that provides database interaction and business intelligence capabilities through SQLite. This server enables running SQL queries, analyzing business data, and automatically generating business insight memos.
Updated 8/2/2025
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Sample MCP Server for Amazon SES (SESv2)
This sample shows how to build a Model Context Protocol (MCP) server for Amazon Simple Email Service (SES). This server implementation exposes all public SES v2 API actions through the MCP. You can send email, access SES account resources, and more. This sample is not intended to be used in a production environment.
Updated 8/8/2025
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Sample S3 Model Context Protocol Server
An MCP server implementation for retrieving data such as PDF's from S3.
Updated 8/8/2025
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Development
Sonar MCP server by itbusina
The Sonar MCP server integrates with Sonar REST API by itbusina.com
Updated 8/2/2025
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Development
SonarQube MCP Server
The SonarQube MCP Server is a Model Context Protocol (MCP) server that enables seamless integration with SonarQube Server or Cloud for code quality and security. It also supports the analysis of code snippet directly within the agent context.
Updated 8/2/2025
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Testing
Testlemon MCP server by itbusina
TLS, SSL, DKIM, etc. domain validation and testing.
Updated 8/2/2025
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Media
Textogo MCP server by itbusina
Text, links and files to speech conversion with textogo.ai.
Updated 8/2/2025
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Time MCP Server
A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.
Updated 8/2/2025
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Valkey MCP Task Management Server
A task management system that implements the Model Context Protocol (MCP) for seamless integration with agentic AI tools. This system allows AI agents to create, manage, and track tasks within plans using Valkey as the persistence layer.
Updated 8/2/2025
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Wuying AgentBay MCP Server
Alibaba Cloud's Wuying AgentBay is a cloud infrastructure designed for Agents in the AI era. It provides enterprises, developers, and AI vendors with a one-click configuration tool and execution environment for AI Agent tasks. Through the Wuying API or AgentBay MCP Server, Agent applications can quickly integrate and utilize relevant tools, running serverlessly in the cloud environment.
Updated 8/2/2025
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Ads
amazon-ads-mcp-server
Connect to your Amazon Advertising Data by integrating your account with MarketplaceAdPros.
Updated 8/4/2025
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Productivity
any-chat-completions-mcp MCP Server
Integrate Claude with Any OpenAI SDK Compatible Chat Completion API - OpenAI, Perplexity, Groq, xAI, PyroPrompts and more.
Updated 8/4/2025
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Education
arXiv MCP Server
A Model Context Protocol (MCP) server that enables interacting with the arXiv API using natural language.
Updated 8/4/2025
Active
Monitoring
aranet4-mcp-server
MCP server to manage your Aranet4 CO2 sensor. Built upon Aranet4-Python.
Updated 8/4/2025
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Education
arxiv-latex MCP Server
An MCP server that enables Claude Desktop, Cursor, or other MCP clients to directly access and process arXiv papers by fetching the LaTeX source. It uses arxiv-to-prompt under the hood to handle downloading and processing the LaTeX.
Why use the LaTeX source instead of uploading PDFs? Many PDF chat applications often struggle with mathematical content and equation-heavy papers. By utilizing the original LaTeX source code from arXiv papers, the LLM can accurately understand and handle equations and notations. This approach is particularly valuable for fields like computer science, mathematics, and engineering where precise interpretation of mathematical expressions is crucial.
Updated 8/8/2025
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attestable-mcp-server
This project contains an MCP Server that is remotely attestable by MCP clients. To achieve this, a trusted execution environment is used, which generates a certificate representing the currently-running code of the attestable-mcp-server. The attestable-mcp-server sends this certificate in the TLS handshake to an MCP client before connecting that proves the code it's running is the same code built on github actions, and can be independently validated by building and running the code locally on emulated hardware or secure hardware; these values will be the same. The protocol used for client <-> server remote attestation is RA-TLS, an extension to TLS that adds machine and code specific measurements that can be verified by an MCP client. The most important concept behind this RA-TLS certificate is that it embeds an SGX quote in the standardized X.509 extension field with the TCG DICE "tagged evidence" OID, which in turn embeds the SGX report and the complete Intel SGX certificate chain. In addition to the SGX quote, the certificate also contains the evidence claims, with the most important one being the "pubkey-hash" claim that contains the hash of the ephemeral public key (in DER format) generated by the TEE of the memory image of the running MCP server.
Updated 8/8/2025
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bioRxiv MCP Server
Enable AI assistants to search and access bioRxiv papers through a simple MCP interface.
The bioRxiv MCP Server provides a bridge between AI assistants and bioRxiv's preprint repository through the Model Context Protocol (MCP). It allows AI models to search for biology preprints and access their metadata in a programmatic way.
Updated 8/8/2025
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