Discover and explore Model Context Protocol servers
Showing 4861-4920 of 19,468 MCP servers
by Coolgiserz
Customized-Elasticsearch-MCP-Server is a Python-based server leveraging FastMCP and FastAPI to provide a tailored Elasticsearch MCP service.
by miyamo2
Qilin is a Model Context Protocol Framework for Go, designed to simplify the creation of MCP servers with a familiar interface for Go developers.
by haichaozheng
This project demonstrates the integration of multiple tool sources (custom tools, local MCP services, and third-party APIs) into a unified AI agent using the LangGraph framework and MCP protocol.
by sysdiglabs
This document provides a structured overview of the Model Context Protocol (MCP) Server designed for querying information from the Sysdig Secure platform using LLMs.
by MCP-Mirror
MCP Server for Shopify API, enabling interaction with store data through GraphQL API. This server provides tools for managing products, customers, orders, and more.
by Facets-cloud
This MCP Server for the Facets Module assists in creating and managing Terraform modules for infrastructure as code.
by prakharbhardwaj
The Voice Assistant MCP Server is a robust system that integrates Twilio Voice, Deepgram AI, and OpenAI to facilitate intelligent voice-based HR automation tools.
by javergar
A Python implementation of abstractions over the Z3 Theorem Prover capabilities using functional programming principles, exposed through a Model Context Protocol (MCP) server.
by SerpstatGlobal
The Serpstat MCP Server is an alpha release v0.0.2 designed for integration with the Serpstat API, providing SEO analysis capabilities.
by jabberjabberjabber
The LLM Jukebox MCP Server is a Model Context Protocol server that allows language models to search, download, and play YouTube music.
by MobileVibe
A Model Context Protocol (MCP) server that enables LLMs to send notifications via Telegram and receive user responses.
by ivo-toby
The Beatport MCP Server is a Model Context Protocol server that provides access to the Beatport API for music discovery and data retrieval.
by samihalawa
A Model Context Protocol (MCP) server that provides email sending capabilities for Claude and other MCP-compatible AI assistants.
by uta8a
The linkding-mcp-server is an MCP server designed for linkding, a self-hostable bookmark manager.
by Lark-Base-Team
A Model Context Protocol server that provides read and write access to Feishu Base databases.
by avrabe
The Loxone MCP Server is a high-performance Rust implementation designed for controlling Loxone home automation systems using natural language commands.
by fashionzzZ
A Model Context Protocol server that converts Markdown to HTML.
by carlisia
An MCP Server for validating code or content against the official Model Context Protocol (MCP) specification to ensure technical accuracy and prevent the spread of misinformation.
by QIngyuanfl
This project provides an async Python server for interacting with the PubTator3 API, supporting tasks such as entity lookup, biomedical literature search, and text extraction from PubMed/PMC articles.
by guchey
A tool for accessing Google Search Console using the Model Context Protocol (MCP) server.
by Keldon-Pro
This project implements a Gaode Map Server and Client that supports the Model Context Protocol (MCP) Streamable HTTP transport protocol.
by jamesward
The Spring DevTools MCP Server is a tool designed for Spring developers to facilitate AI assistants in querying information about a running Spring application.
by spoonbobo
A Model Context Protocol (MCP) server for OTRS API integration, enabling AI assistants to manage OTRS functionalities through standardized interfaces.
by hanifisenturk
The SABIS MCP Server is a Model Context Protocol server designed to securely access academic grades from the Sakarya University Student Information System.
by baolongt
A Model Context Protocol server for interacting with DAOs on the Internet Computer.
by HumeAI
The Hume MCP Server allows integration of Octave Text-to-Speech capabilities into AI chat applications using the Model Context Protocol.
by flothjl
usaspending-mcp is an MCP server designed to facilitate AI agents in accessing and interacting with the USAspending.gov API.
by goswamig
This MCP server provides functionality to fetch web content in various formats, including HTML, JSON, plain text, and Markdown.
by datalayer
Jupyter Earth MCP Server is a Model Context Protocol server implementation for geospatial analysis in Jupyter notebooks.
by YassineTk
Documentation context provider for LLMs via MCP, enabling AI models to access and query local markdown technical documentation.
by jordanburke
The Microsoft To Do MCP Server is a Model Context Protocol server that facilitates interaction between AI assistants and Microsoft To Do via the Microsoft Graph API, offering secure task management capabilities.
by jzinno
Biomart MCP is a Model Context Protocol server designed to interface with Biomart databases, providing a standardized way to interact with LLMs using the MCP protocol.
by leshchenko1979
A powerful MCP server implementation that provides Telegram functionality through a clean API interface, including message search, sending, and chat management capabilities.
by littledivy
DenoKV MCP Server is a protocol server designed to work with Deno's key-value storage system, providing a seamless integration for applications requiring efficient data management.
by neo4j-contrib
This MCP Server leverages the Neo4j Graph Data Science (GDS) library to enable complex graph analysis and algorithm execution on Neo4j databases.
by SoorajChandran
An MCP server that integrates with Jira for issue management.
by Azure-Samples
Azure AI Vision Face MCP-Server is designed to integrate face liveness detection into AI workflows, ensuring proof of presence.
by Nan-Shen
This project is a Model Context Protocol (MCP) server designed for financial analysis, enabling LLMs to retrieve, analyze, and visualize stock prices and financial report data.
by patrickomatik
A simple Model Context Protocol (MCP) server that provides comprehensive file system operations including the ability to patch files and perform basic code analysis aimed at reducing Claude Desktop's token usage when compared to other similar tools. Built on FastMCP.
by Gal-Gilor
A Model Context Protocol (MCP) server designed to intelligently process and split Markdown documents while maintaining their structural integrity.
by Xutaotaotao
Get Installed Apps MCP Server provides information about installed applications on your computer, supporting MacOS and Windows.
by felores
Perplexity Sonar MCP Server is an implementation that integrates Perplexity's Sonar models with Claude Desktop and other MCP clients, enabling real-time web searches and up-to-date information retrieval.
by stijn-meijers
A Model Context Protocol (MCP) server for interacting with the Drama Corpora Project (DraCor) API.
by Ronak501
The Model Context Provider (MCP) Server is a lightweight and efficient system designed to manage contextual data for AI models.
by terrakube-io
A Model Context Protocol (MCP) server for Terrakube operations, enabling workspace management, variable handling, module operations, and organization management.
by ntk148v
Prometheus Alertmanager MCP is a Model Context Protocol server for Prometheus Alertmanager, enabling AI assistants to manage Alertmanager resources programmatically.
by stevereiner
The Python Alfresco MCP Server v1.0 is a Model Context Protocol server designed to provide AI-native access to Alfresco Content Services using the FastMCP 2.0 framework.
by lkm1developer
Smartlead MCP Server is designed for campaign management integration, providing tools for creating, managing, and updating campaigns and their settings.
SSH Client MCP Server is a local Model Context Protocol (MCP) server that facilitates secure SSH command execution on Linux and Windows systems.
by actuallyrizzn
Sanctum Letta MCP (SSE Edition) is a robust orchestration server designed to manage command-line tools and automation scripts securely within internal infrastructures, fully compliant with the Model Context Protocol (MCP).
by carquiza
The Roslyn MCP Server is a C# server that integrates with Microsoft's Roslyn compiler platform to enhance Claude Desktop with advanced code analysis and navigation capabilities for C# codebases.
by ChatterBoxIO
A Model Context Protocol server implementation for ChatterBox, enabling AI agents to interact with online meetings and generate meeting summaries.
by mgraczyk
A Model Context Protocol (MCP) server for querying large JSON files.
by TerLand0berver
Memory Bank MCP Server is designed to manage project-specific 'memory bank' data using an SQLite database.
by nbiish
A Model Context Protocol (MCP) server that provides advanced mathematical and financial calculation tools for integration with AI code assistants like Cline and Roo Code.
by rianvdm
The Last.fm MCP Server is a Model Context Protocol server that provides seamless access to Last.fm listening data and music information via AI assistants like Claude.
by leomercier
MCP Tunnel is a simple Model Context Protocol server that allows accessing the command line of a VM machine through a web-based interface.
by canadaduane
Browse Together MCP is a Playwright browser and MCP Server that allows for browser automation and co-browsing via HTTP API or MCP server.
by HuiDiHu
The Model Context Protocol (MCP) server for statsWR is designed to facilitate seamless interaction between the statsWR model and various client applications, providing a robust and efficient communication framework.
by jhonymiler
The Bitbucket Cloud MCP Server is a comprehensive Model Context Protocol server designed for seamless integration with the Bitbucket Cloud API, providing programmatic access to essential functionalities.
