Cloud & Infra MCP Servers

MCP of MCPs. Automatically discover, configure, and add MCP servers on your local machine.

MCP server implementation that provides 1Panel interaction.

An 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.

A2AJava brings powerful A2A-MCP integration directly into your Java applications. It enables developers to annotate standard Java methods and instantly expose them as MCP Server, A2A-discoverable actions — with no boilerplate or service registration overhead.

an MCP server to control Ableton Live.

A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol, supporting actor discovery, timeline fetching, instance exploration, and WebFinger resolution across decentralized social networks.

AI-powered Architectural Decision Records (ADR) analysis server that provides architectural insights, technology stack detection, security checks, and TDD workflow enhancement for software development projects.

An MCP server for providing serverless cloud infrastructure for AI agents.

Connect to dozens of databases, data warehouses, Github & more, from a single MCP server. Run the Docker image locally, in the cloud, or on-premise.

MCP server to search more than 5000+ AI agents and tools of various categories from [AI Agent Marketplace Index](http://www.deepnlp.org/store/ai-agent) and monitor traffic of AI Agents.

A collection of MCP clients&servers to find the right mcp tools by **[Hekmon](https://github.com/hekmon8)**

An MCP Server that connects to [Apache Airflow](https://airflow.apache.org/) using official python client.

Airtable Model Context Protocol Server.

A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain.

MCP Server that provides interaction capabilities with Amazon Advertising through [MarketplaceAdPros](https://marketplaceadpros.com)/

An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards.

MCP server to run locally with Anki and Ankiconnect. Supports creating, updating, searching and filtering cards and decks. Include mass update and other advanced tools.

A Model Context Protocol server for generating 15+ visual charts using [AntV](https://github.com/antvis).

An MCP server that dynamically creates MCP 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.

apollo.io mcp server. Get/enrich contact data for people and organizations agentically.

An MCP server that allows you to interact with your macOS Calendar through natural language, including features such as event creation, modification, schedule listing, finding free time slots etc.

A powerful Model Context Protocol (MCP) server that provides seamless access to Apple Developer Documentation through natural language queries. Search, explore, and get detailed information about Apple frameworks, APIs, sample code, and more directly in your AI-powered development environment.

MCP server that lets LLM run AppleScript code to to fully control anything on Mac, no setup needed.

MCP server which runs debian package manager (apt) commands for you using ai agents.

MCP Server to manage your Aranet4 CO2 sensor. Fetch data and store in a local SQLite. Ask questions about historical data.

MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/).

MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots.

An MCP server that enables interacting with the arXiv API using natural language.

MCP server that fetches and processes arXiv LaTeX sources for precise interpretation of mathematical expressions in papers.

Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata.

An MCP server that connects AI agents (Cline, Claude Desktop, Cursor, etc.) to Atlassian Jira & Confluence, enabling data queries and actions through the Model Context Protocol.

An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before connecting.

A curated list of MCP servers by **[Luke Fan](https://github.com/badkk)**

A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)**

A curated list of **remote** MCP servers, including their authentication support by **[JAW9C](https://github.com/jaw9c)**

Perform operations on your AWS resources using an LLM.

An MCP server for AWS Athena to run SQL queries on Glue Catalog.

An MCP server that connects to AWS Cognito for authentication and user management.

Optimize your AWS spend (including Amazon Bedrock spend) with this MCP server by examining spend across regions, services, instance types and foundation models ([demo video](https://www.youtube.com/watch?v=WuVOmYLRFmI&feature=youtu.be)).

Run generated python code to securely query or modify any AWS resources supported by boto3.

A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents.

Query and analyze Azure Data Explorer databases.

An MCP server that provides a bridge to Azure DevOps services, enabling AI assistants to query and manage work items.

A curated list of all MCP servers and related resources for Azure developers by **[Arun Sekhar](https://github.com/achandmsft)**

An MCP server for Azure OpenAI DALL-E 3 service to generate image from text.

An MCP that enables AI to query the wiki hosted on Azure Devops Wiki.

Web search with Baidu Cloud's AI Search

An MCP server that interfaces with the BambooHR APIs, providing access to employee data, time tracking, and HR management features.

This MCP server provides tools to fetch Bilibili user profiles, video metadata, search videos, and more.

MCP server to create professional like 3d scenes on blender using natural language.

MCP Server for Blockchain Data from **[Tatum](http://tatum.io/mcp)** that instantly unlocks blockchain access for your AI agents. This official Tatum MCP server connects to any LLM in seconds.

Control Bluetooth devices and manage connections through natural language commands, including device discovery, pairing, and audio controls.

An MCP server for interacting with BSC, opBNB, and the Greenfield blockchain.

Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.

An MCP server for taking screenshots of web pages using Playwright. Supports high-quality capture with configurable formats, viewport sizes, cookie-based authentication, and both full page and element-specific screenshots.

Unofficial MCP server for BugBug API.

Unofficial MCP server for Berliner Verkehrsbetriebe Api.

A Model Context Protocol (MCP) server for integrating AI assistants with Bybit cryptocurrency exchange APIs, enabling automated trading, market data access, and account management.

This server enables LLMs to use calculator for precise numerical calculations.

A CalDAV MCP server to expose calendar operations as tools for AI assistants.

Open source calendly mcp server.

Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.

Use the [CB Insights](https://www.cbinsights.com) MCP Server to connect to [ChatCBI](https://www.cbinsights.com/chatcbi/)

A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.

An MCP server for the [College Football Data API](https://collegefootballdata.com/).

A Stockfish-powered chess engine exposed as an MCP server. Calculates best moves and supports both HTTP/SSE and stdio transports.

Vector database server for semantic document search and metadata filtering, built on Chroma

MCP server for the Clinical Interpretation of Variants in Cancer (CIViC) database, providing access to clinical variant interpretations and genomic evidence for cancer research.

MCP server tool enabling sharing large PDF files to Google LLMs via API for further/additional analysis and response retrieval to Claude Desktop.

MCP server for ClickUp task management, supporting task creation, updates, bulk operations, and markdown descriptions.

Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details.

MCP server enabling AI agents and LLMs to manage, monitor, and query **[CockroachDB](https://www.cockroachlabs.com/)** using natural language.

A coding assistant MCP server that allows to explore a code-base and make changes to code. Should be used with trusted repos only (insufficient protection against prompt injections).

MCP server that provides code context and analysis for AI assistants. Extracts directory structure and code symbols using WebAssembly Tree-sitter parsers without Native Dependencies.

An MCP server that allows LLMs to execute Python code within a specified Conda environment.

An MCP server to create secure code sandbox environment for executing code within Docker containers.

GraphRAG memory server with customizable ingestion, data processing and search

MCP server that provides computer control capabilities, like mouse, keyboard, OCR, etc. using PyAutoGUI, RapidOCR, ONNXRuntime Without External Dependencies.

An MCP server to interact with real-time data from the Congress.gov API, which is the official API for the United States Congress.

Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications.

A consul MCP server for service management, health check and Key-Value Store

Read, update, delete, publish content in your [Contentful](https://contentful.com) space(s) from this MCP Server.

MCP server for structured, iterative reasoning and thinking with flexible validation, confidence tracking, revision mechanisms, and branching support.

Open-Source Bridge Between AI Agents and Enterprise Systems, with simple custom API plug-in capabilities (including close compatibility with ComfyUI nodes), support for Copilot Studio's MCP agent integations, and support for Azure deployment in secure environments with secrets stored in Azure Key Vault, as well as straightforward on-premises deployment.

MCP Server that exposes Creatify AI API capabilities for AI video generation, including avatar videos, URL-to-video conversion, text-to-speech, and AI-powered editing tools.

Create CRUD operations for serverless cron jobs through [Cronlytic](https://cronlytic.com) MCP Server

Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.

A tool to easily install and configure other MCP servers within Cursor IDE, with support for npm packages, local directories, and Git repositories.

A comprehensive MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration.

An MCP server to easily build data pipelines using [Dagster](https://dagster.io/).

MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. NOTE: Will execute arbitrary Python code on your machine, please use with caution!

A server that connects to the Databricks Genie, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.

Unofficial MCP server for DataCite, providing access to research data and publication metadata through DataCite's REST API and GraphQL interface for scholarly research discovery.

Datadog MCP Server for application tracing, monitoring, dashboard, incidents queries built on official datadog api.

A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly.

MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control.

Universal database MCP server connecting to MySQL, MariaDB, PostgreSQL, and SQL Server.

Lightweight MCP server offering Grok/OpenAI/Gemini/Perplexity-style automated deep research exploration and structured reporting.

Model Context Protocol server integrating DeepSeek's advanced language models, in addition to [other useful API endpoints](https://github.com/DMontgomery40/deepseek-mcp-server?tab=readme-ov-file#features)

A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3)

A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from a local Ollama server.

Universal deployment tracker for AI assistants with live status badges and deployment monitoring.

An MCP server to integrate with [Descope](https://descope.com) to search audit logs, manage users, and more.

Let AI edit and manage files on your computer, run terminal commands, and connect to remote servers via SSH - all powered by one of the most popular local MCP servers.

An MCP server for devcontainer to generate and configure development containers directly from devcontainer configuration files.

An MCP server that runs right inside the IDE, for connecting to MySQL, Postgres, SQLite, and MSSQL databases.

Dynamic Azure DevOps MCP server with directory-based authentication switching, supporting work items, repositories, builds, pipelines, and multi-project management with local configuration files.

MCP server for the Drug Gene Interaction Database (DGIdb), providing access to drug-gene interaction data, druggable genome information, and pharmacogenomics research.

An MCP server to query and retrieve medical images and for parsing and reading dicom-encapsulated documents (pdf etc.).

A simple implementation of an MCP server for dify workflows.

An MCP server that connects to the Discogs API for interacting with your music collection.

An MCP server to connect to Discord guilds through a bot and read and write messages in channels

An MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord.

An MCP server to search Discourse posts on a Discourse forum.

Official MCP server for DocBase API integration, enabling post management, user collaboration, group administration, and more.

Docker MCP Server provides advanced, unified Docker management via CLI and MCP workflows, supporting containers, images, volumes, networks, and orchestration.

An MCP server for intelligent document processing and management, supporting multiple formats and document operations.

Enables AI agents to securely perform payment operations via a lightweight, serverless-compatible interface to the [Dodo Payments](https://dodopayments.com) API.

A Model Context Protocol (MCP) server for comprehensive domain analysis: WHOIS, DNS records, and DNS health checks.

STDIO/SEE MCP Server for Apache Druid by [iunera](https://www.iunera.com) that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters.

Server for interacting with [Drupal](https://www.drupal.org/project/mcp) using STDIO transport layer.

A mcp server that bridges Dune Analytics data to AI agents.

Leverages your Schemas and Access Patterns to interact with your [DynamoDB](https://aws.amazon.com/dynamodb) Database using natural language.

A lightweight MCP server that allows LLMs to read and interact with your personal PDF and EPUB ebooks. Ideal for building AI reading assistants or chat-based ebook interfaces.

Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.

A comprehensive Model Context Protocol server for Electronic Design Automation tools, enabling AI assistants to synthesize Verilog with Yosys, simulate designs with Icarus Verilog, run complete ASIC flows with OpenLane, and view results with GTKWave and KLayout.

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

MCP server for edwin SDK - enabling AI agents to interact with DeFi protocols across EVM, Solana and other blockchains.

An open-source, cross-platform desktop application that seamlessly connects with MCP servers, across Linux, macOS, and Windows.

MCP server implementation that provides Elasticsearch interaction.

A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices.

This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments along with the email content.

A simple MCP server that lets your AI agent send emails and attach files through SMTP.

Unofficial MCP server for NCBI Entrez databases, providing access to PubMed articles, gene information, protein data, and other biomedical research resources through NCBI's E-utilities API.

An MCP server that integrates ESP IDF commands like building and flashing code for ESP Microcontrollers using an LLM.

Extension of the Eunomia framework that connects Eunomia instruments with MCP servers

Reference / test server with prompts, resources, and tools.

Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.

MCP Server providing a standardized interface for converting (1) Excel or CSV data into JSON format ;(2) Excel(.xlsx) file into Structured JSON.

Microsoft Fabric MCP server to accelerate working in your Fabric Tenant with the help of your favorite LLM models.

Official Microsoft Fabric RTI server to accelerate working with Eventhouse, Azure Data Explorer(Kusto), Eventstreams and other RTI items using your favorite LLM models.

The fabric-mcp-server is an MCP server that integrates [Fabric](https://github.com/danielmiessler/fabric) patterns with [Cline](https://cline.bot/), exposing them as tools for AI-driven task execution and enhancing Cline's capabilities.

MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

Advanced Facebook Ads MCP server with enhanced creative insights, multi-dimensional breakdowns, and comprehensive ad performance analytics.

Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude

FalkorDB graph database server get schema and read/write-cypher [FalkorDB](https://www.falkordb.com)

A remote, dynamic MCP server with a unified API that connects to 1,000+ tools, actions, and workflows, featuring built-in authentication and monitoring.

The is a MCPserver that brings the power of FDIC BankFind APIs straight to your AI tools and workflows. Structured U.S. banking data, delivered with maximum vibes. 😎📊

A server that flexibly fetches HTML, JSON, Markdown, or plaintext.

A server that answers questions about football matches, and specialised in the football club Feyenoord.

A Model Context Protocol server that provides seamless, standardized access to Fast Healthcare Interoperability Resources (FHIR) data from any compatible FHIR server. Designed for easy integration with AI tools, developer workflows, and healthcare applications, it enables natural language and programmatic search, retrieval, and analysis of clinical data.

MCP server for Fibaro Home Center 3 smart home systems.

A blazingly fast MCP server to read and export your Figma design files.

Local MCP server for Visual Studio 2022 that provides code-workspace functionality by giving AI agents selective access to project folders and files

Server to interact with Firebase services including Firebase Authentication, Firestore, and Firebase Storage.

An MCP server that connects to FitBit API using a token obtained from OAuth flow.

A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data.

MCP server for Fluent (ServiceNow SDK) providing access to ServiceNow SDK CLI, API specifications, code snippets, and more.

Fast and free zeroshot lipsync MCP server.

Enable your agent for M&A analysis and investment banking workflows. Access company profiles, financial statements, ratios, and perform sector analysis with the [Financial Modeling Prep APIs]

An MCP server that integrates Apple's [FoundationModels](https://developer.apple.com/documentation/foundationmodels) for text generation.

MCP server acting as an interface to the [Frankfurter API](https://frankfurter.dev/) for currency exchange data.

An MCP server that integrates with the Freqtrade cryptocurrency trading bot.

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.

Lightweight MCP server that enables Claude to interact with Google's Gemini AI through the official CLI, offering zero API costs and stateless architecture.

A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude.

MCP server that interfaces with the [git-mob](https://github.com/Mubashwer/git-mob) CLI app for managing co-authors in git commits during pair/mob programming.

A Model Context Protocol (MCP) server that provides 29 Git operations + 11 workflow combinations for AI assistants and developers. This server exposes comprehensive Git repository management through a standardized interface, enabling AI models and developers to safely manage complex version control workflows.

A Model Context Protocol (MCP) server for interacting with GitHub Actions.

A Model Context Protocol (MCP) server for interacting with GitHub Enterprise.

Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.

Token-based GitHub automation management. No Docker, Flexible configuration, 80+ tools with direct API integration.

gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project documentation effortlessly

A server that uses Glean API to search and chat.

A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support.

A Simple MCP server for Gmail with support for all basic operations with oauth2.0.

Remote hostable MCP server that can get and send Gmail messages without local credential or file system setup.

An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF .grc flowcharts.

An MCP server providing comprehensive Godot engine integration for project editing, debugging, and scene management.

Secure file operations with configurable access controls built with Go!

A simple MCP server that delivers curated positive and uplifting news stories.

MCP server acting as an interface to the Google Ads, enabling programmatic access to Facebook Ads data and management features.

Google Analytics MCP Server to bring data across 200+ dimensions & metrics for LLMs to analyse.

Google Calendar MCP Server for managing Google calendar events. Also supports searching for events by attributes like title and location.

An MCP Server written in TypeScript to access and edit data in your Google Sheets.

Google Tasks API Model Context Protocol Server.

An MCP server for Google Scholar written in TypeScript with Streamable HTTP transport, along with a `client` implementations that integrates with the server and interacts with `gemini-2.5-flash`.

Modern, cross-platform MCP server that enables AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently.

Find and compare SaaS products, including data from G2 reviews, Trustpilot, Crunchbase, Linkedin, pricing, features and more, using [Gralio MCP](https://gralio.ai/mcp) server

Expose Great Expectations data validation and quality checks as MCP tools for AI agents.

A Model Context Protocol (MCP) server for HAProxy implemented in Go, leveraging HAProxy Runtime API.

MCP Server with cryptographic hashing functions e.g. SHA256, MD5, etc.

Docker-ready MCP server for Home Assistant with entity management, domain summaries, automation support, and guided conversations. Includes pre-built container images for easy installation.

Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration.

A powerful MCP Server that enables AI assistants like Claude to interact with humans through intuitive GUI dialogs. This server bridges the gap between automated AI processes and human decision-making by providing real-time user input tools, choices, confirmations, and feedback mechanisms.

An MCP server implementation that integrates the Hyperliquid SDK for exchange data.

Tool platform by IBM to build, test and deploy tools for any data source

This is a simple example of using MCP Server to invoke the task chain of the iFlytek SparkAgent Platform.

Connect to iFlytek Workflow via the MCP server and run your own Agent.

This MCP server provides image generation capabilities using the Replicate Flux model.

📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI assistants.

A macOS app that provides an MCP server for your iMessage, Reminders, and other Apple services.

An MCP-compliant server for retrieving customer support tickets from Intercom. This tool enables AI assistants like Claude Desktop and Cline to access and analyze your Intercom support tickets.

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.

Python code execution sandbox based on IPython and Docker. Stateful code execution, file transfer between host and container, configurable network access. See [ipybox MCP server](https://gradion-ai.github.io/ipybox/mcp-server/) for details.

A Model Context Protocol server that recreates [CorentinTh it-tools](https://github.com/CorentinTh/it-tools) utilities for AI agents, enabling access to a wide range of developer tools (encoding, decoding, conversions, and more) via MCP.

A Model Context Protocol (MCP) server implementation for iTerm2 terminal integration. Able to manage multiple iTerm Sessions.

Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, Oracle, SQL Server, SQLite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants).

This MCP server allow you to create Jenkins tasks.

A FastMCP server that provides tools for retrieving and filtering job listings based on time period, keywords, and remote work preferences.

MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.

JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations.

JSON schema generation and filtering server with TypeScript type creation optimised for retrieving relevant context JSON data using quicktype-core and support for shape-based data extraction, nested object filtering, and array processing operations.

A Model Context Protocol (MCP) server implementation for programmatically generating videos using the json2video API. This server exposes powerful video generation and status-checking tools for use with LLMs, agents, or any MCP-compatible client.

An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.

An MCP server for interact with multiple Kubernetes clusters simultaneously using multiple kubeconfig files.

A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, leveraging [franz-go](https://github.com/twmb/franz-go).

An MCP Server for Kafka clusters to interact with kafka environment via tools on messages, topics, offsets, partitions for consumer and producers along with seamless integration with MCP clients.

The Keycloak MCP Server designed for agentic applications to manage and search data in Keycloak efficiently.

This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms.

designed to work with Keycloak for identity and access management, with about 40+ tools covering, Users, Realms, Clients, Roles, Groups, IDPs, Authentication. Native builds available.

MCP server for KiCad on Mac, Windows, and Linux.

A comprehensive Model Context Protocol (MCP) server providing real-time weather data, air quality monitoring, forecasts, and astronomical information powered by Caiyun Weather API.

A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, allowing AI assistants to query and analyze Kong Gateway configurations, traffic, and analytics.

Connect to Kubernetes cluster and manage pods, deployments, and services.

A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your cluster.

The KubeSphere MCP Server is a Model Context Protocol(MCP) server that provides integration with KubeSphere APIs, enabling to get resources from KubeSphere. Divided into four tools modules: Workspace Management, Cluster Management, User and Roles, Extensions Center.

A comprehensive suite of Model Context Protocol (MCP) servers dedicated to cryptocurrency, blockchain, and Web3 data aggregation, analysis, and services from Kukapay.

Know Your Computer (KYC) - MCP Server compatible with Claude Desktop. Comprehensive system diagnostics for Windows, Mac OS and Linux operating system with AI-powered recommendations.

A Model Context Protocol server for document Q&A powered by Langflow. It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend.

MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.

A Model Context Protocol(MCP) server for Lark(Feishu) sheet, message, doc and etc.

Simple unofficial MCP server to track time via Toggl API

Interact with the [Lean theorem prover](https://lean-lang.org/) via the Language Server Protocol.

MCP server for [LibreNMS](https://www.librenms.org/) management

MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

A Model Context Protocol server for LLDB that provides LLM-driven debugging.

Golang based MCP Server to query logs from [Grafana Loki](https://github.com/grafana/loki).

Python based MCP Server for querying and analyzing logs from Grafana Loki with advanced filtering and authentication support.

Interact with Language Servers usint the Language Server Protocol to provide additional context information via hover, code actions and completions.

spring boot server using Lucene for fast document search and management.

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

An MCP server for interacting with Bitcoin via the Maestro RPC API.

A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand. Includes `mbro`, a powerful CLI MCP server browser with scripting capability.

MCP to search and access man pages on the local machine.

The MCP server for marketfiyati.org.tr, offering grocery price search and comparison across Turkish markets.)

The server designed to connect MasterGo design tools with AI models. It enables AI models to directly retrieve DSL data from MasterGo design files.

Interact with a Matrix homeserver.

Yet another MCP security gateway, Maybe Don't AI provides policy checks on any call before it reaches downstream MCP servers to protect users from agents behaving poorly.

Suggest the right MCP server for your needs

Static server that provides AI models with persistent tool-specific context and rules, preventing context loss between chat sessions and enabling consistent behavior across interactions.

A dynamic MCP server management service that creates, runs, and manages Model Context Protocol servers on-the-fly.

Server that provides local-first document management and semantic search via embeddings or Gemini AI (recommended). Optimized for performance with disk persistence, an in-memory index, and caching.

Example MCP servers that use [annotated](https://github.com/spring-ai-community/mcp-annotations) Java interfaces/classes as 'tool groups'. Using standard MCP annotations, service implementations can then, at runtime, be used to generate tool specifications, and then dynamically added or removed from MCP servers. The functionality is demonstrated in a sample tool group, but can be similarly used for any API or service.

Realtime platform for discovering trending MCP servers with momentum tracking, upvoting, and community discussions - like Product Hunt meets Reddit for MCP

This server is a server that installs other MCP servers for you.

A cross-platform Tauri GUI tool for one-click setup and management of MCP servers, supporting Claude Desktop, Cursor, Windsurf, VS Code, Cline, and Neovim.

This server provides the MCP service for project weekly reports, with project management information supplied by OpenProject.

An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.

A powerful Model Context Protocol (MCP) server that creates other MCP servers! This meta-server provides tools for dynamically generating FastMCP server configurations and Python code.

An MCP server that creates and manages MCP servers! Helps both non-technical users and developers build custom JavaScript MCP servers with AI guidance, automatic dependency management, and Claude Desktop integration.

Website to rate MCP servers, write authentic user reviews, and [search engine for agent & mcp](http://www.deepnlp.org/search/agent)

An MCP server that provides tools for querying and discovering available MCP servers from this list.

Connect to Streamable HTTP MCP Servers even if the MCP Client only supports STDIO.

Model Context Protocol (MCP) server for Apache Airflow API integration. Provides comprehensive tools for managing Airflow clusters including service operations, configuration management, status monitoring, and request tracking.

Model Context Protocol (MCP) server for Apache Ambari API integration. This project provides tools for managing Hadoop clusters, including service operations, configuration management, status monitoring, and request tracking.

Fastest way to interact with your Database such as SQL Server, SQLite and PostgreSQL

An Open-Sourced UI to install and manage MCP servers for Windows, Linux and macOS.

Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)**

Python-based MCP server that brings grep functionality to LLMs. Supports common grep features including pattern searching, case-insensitive matching, context lines, and recursive directory searches.

GUI application + tools for proxying / managing control of MCP servers by **[EQTY Lab](https://eqtylab.io)**

Golang-based Kubernetes server for MCP to browse pods and their logs, events, namespaces and more. Built to be extensible.

"primitive" RAG-like web search model context protocol (MCP) server that runs locally using Google's MediaPipe Text Embedder and DuckDuckGo Search.

Simple Web UI to install and manage MCP servers for Claude Desktop by **[Zue](https://github.com/zueai)**

Meta-MCP Server that acts as a tool discovery service for MCP clients.

Make memes or stickers using MCP server for WhatsApp or Telegram.

A Model Context Protocol server that provides AI assistants with accurate, real-time information about NixOS packages, system options, Home Manager settings, and nix-darwin macOS configurations.

A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information.

Professional OpenStack operations automation via MCP server. Specialized tools for cluster monitoring, instance management, volume control & network analysis. FastMCP + OpenStack SDK + Bearer auth. Claude Desktop ready. Perfect for DevOps & cloud automation.

Model Context Protocol (MCP) server for Apache Ambari API integration. This project provides tools for managing Hadoop clusters, including service operations, configuration management, status monitoring, and request tracking.

Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server.

MCP server with basic demonstration of interactions with your Salesforce instance

Practice and retrieve problems from LeetCode. Automate problem retrieval, solutions, and insights for coding practice and competitions.

An MCP server exposing HuggingFace computer vision models such as zero-shot object detection as tools, enhancing the vision capabilities of large language or vision-language models.

A Model Context Protocol server for YouTube operations, extracting video information and transcripts with intelligent fallback logic. Features comprehensive logging, error handling, and support for both auto-generated and manual transcripts.

A list of MCP services for discovering MCP servers in the community and providing a convenient search function for MCP services by **[iiiusky](https://github.com/iiiusky)**

A hosted registry and control plane to install & run secure + portable MCP Servers.

A modular Python MCP (Model Context Protocol) Server for analyzing PCAP files.

Website to list high quality MCP servers and reviews by real users. Also provide online chatbot for popular LLM models with MCP server support.

A Data Security First filesystem MCP server that implements .mcpignore to prevent MCP clients from accessing sensitive data.

A repository that indexes and organizes all MCP servers for easy discovery.

A growing directory of high-quality MCP servers with clear setup guides for a variety of MCP clients. Built by the team behind the **[Highlight MCP client](https://highlightai.com/)**

A portal for creating & hosting authenticated MCP servers and connecting to them securely.

A comprehensive security scanner for Model Context Protocol (MCP) servers that detects vulnerabilities and security issues in your MCP server implementations.

A free [Model Context Protocol (MCP) Server](https://smithery.ai/server/@MeasureSpace/measure-space-mcp-server) that provides global weather, climate, air quality forecast and geocoding services by [measurespace.io](https://measurespace.io).

A Model Context Protocol (MCP) Server that interacts with any MediaWiki wiki

A Model Context Protocol server for Mem0, which helps with managing coding preferences.

Remote MCP server to interact with Meta Ads API - access, analyze, and manage Facebook, Instagram, and other Meta platforms advertising campaigns.

A Model Context Protocol server that integrates with Metricool's social media analytics platform to retrieve performance metrics and schedule content across networks like Instagram, Facebook, Twitter, LinkedIn, TikTok and YouTube.

(by Merill) A Model Context Protocol (MCP) server for Microsoft 365. Includes support for all services including Teams, SharePoint, Exchange, OneDrive, Entra, Intune and more. See [Lokka](https://lokka.dev/) for more details.

MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook/mail, files, Excel, calendar)

Single MCP server that allows to manage many different areas of Microsoft 365, for example: Entra ID, OneDrive, OneNote, Outlook, Planner, Power Apps, Power Automate, Power Platform, SharePoint Embedded, SharePoint Online, Teams, Viva Engage, and many more.

MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)

An MCP server for the Mifos X Open Source Banking useful for managing clients, loans, savings, shares, financial transactions and generating financial reports.

Mikrotik MCP server which cover networking operations (IP, DHCP, Firewall, etc)

MCP server for RAG on local files

AI-powered HTML prototype generation server that converts natural language descriptions into complete HTML code with modern design and responsive layouts. Supports design description expansion and seamless integration with Modao workspace.

MCP Server to interact with Monday.com boards and items.

A Model Context Protocol Server for MongoDB.

MongoDB MCP Server with Mongoose Schema and Validation.

Full Featured MCP Server for MongoDB Databases.

MCP Server to interact with Morningstar Research, Editorial and Datapoints

A Model Context Protocol (MCP) server that orchestrates queries across multiple Ollama models, synthesizing their insights to deliver a comprehensive and multifaceted AI perspective on any given query.

This MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their execution status.

This MCP(Model Context Protocol) Server provides tools to search, install, proxy other MCP servers.

MCP server providing access to NASA's visual data APIs including Mars Rover photos, Earth satellite imagery (EPIC/GIBS), and Astronomy picture of the day. Features built-in image analysis tools with automatic format detection, compression, and base64 conversion for LLM integration.

The server provides latest information of park details, alerts, visitor centers, campgrounds, hiking trails, and events for U.S. National Parks.

This MCP server provides tools to fetch recent and historical NBA games including basic and advanced statistics.

Unofficial MCP server for the National Cancer Institute's Genomic Data Commons (GDC), providing access to harmonized cancer genomic and clinical data for oncology research.

A community built server that interacts with Neo4j Graph Database.

An MCP Server for your Neovim session.

Access powerful AI services via simple APIs or MCP servers to supercharge your productivity.

A server that provides a set of tools for managing Nomad clusters through the MCP.

C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers.

(by Steven Stavrakis) An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes.

(by yuanoOo) A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases.

A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft PowerPoint documents.

A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Visio documents.

A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents.

An MCP server provides various blockchain data and market price data via the OKX API. The server enables Claude to perform operations like retrieve assets prices, transaction data, account history data and trade instruction data.

(by Rajesh Vijay) An MCP server that connects to Microsoft OneNote using the Microsoft Graph API. Reading notebooks, sections, and pages from OneNote,Creating new notebooks, sections, and pages in OneNote.

Unofficial MCP server for the Open Targets Platform, providing access to target-disease associations, drug discovery data, and therapeutic hypothesis generation for biomedical research.

A curated list of MCP servers by **[mcpso](https://mcp.so)**

OpenAI GPT image generation/editing MCP server.

This is a Python-based MCP server that provides OpenAI `web_search` built-in tool.

Professional MCP server providing ML-powered author disambiguation and comprehensive researcher profiles using the OpenAlex database.

Interact with large [OpenAPI](https://www.openapis.org/) docs using built-in semantic search for endpoints. Allows for customizing the MCP server prefix.

An MCP server providing OpenCV computer vision capabilities. This allows AI assistants and language models to access powerful computer vision tools.

MCP Server for OpenMetadata, an open-source metadata management platform.

Unofficial MCP server for OpenNeuro, providing access to open neuroimaging datasets, study metadata, and brain imaging data for neuroscience research and analysis.

An MCP server for [OpenReview](https://openreview.net/) to fetch, read and save manuscripts from AI/ML conferences.

MCP server implementation that provides OpenStack interaction.

Modern, secure, and high-performance MCP server that enables AI models to access and search ZIM format knowledge bases offline, including Wikipedia and educational content archives.

MCP Server for OPNSense Firewall Management and API access

An MCP server conducts real-time material science data queries with the Optimade database (for example, elemental composition, crystal structure).

MCP server for Oura API to retrieve one's sleep data

MCP Server to interact with [Outline](https://www.getoutline.com) knowledge base to search, read, create, and manage documents and their content, access collections, add comments, and manage document backlinks.

An MCP server that provides package index querying capabilities. This server is able to search and retrieve information from package repositories like PyPI, npm, crates.io, Docker Hub, and Terraform Registry.

An MCP server that brings enterprise-grade OCR and document parsing capabilities to AI applications.

An MCP server that tracks newly created liquidity pools on Pancake Swap.

MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.

MCP native server for interacting with Paradex platform, including fully features trading.

MCP server to read and search text in a local PDF file.

MCP Server for the Peacock extension for VS Code, coloring your world, one Code editor at a time. The main goal of the project is to show how an MCP server can be used to interact with APIs.

MCP server + command line tool that allows agents to see & control long-running processes like web servers.

A MCP server providing access to Pexels Free Image API, enabling seamless search, retrieval, and download of high-quality royalty-free images.

Unofficial MCP server for the Pharos database by the National Center for Advancing Translational Sciences (NCATS), providing access to target, drug, and disease information for drug discovery research.

MCP server for searching and uploading records to Pinecone. Allows for simple RAG features, leveraging Pinecone's Inference API.

An MCP server for pinning GitHub Actions and container base images to their immutable SHA hashes to prevent supply chain attacks.

This MCP Server will help you to manage projects and issues through Plane's API

This MCP Server will help you run browser automation and webscraping using Playwright

MCP server for managing your podcasts, episodes, and analytics through the Podbean API. Allows for updating, adding, deleting podcasts, querying show description, notes, analytics, and more.

An MCP server to help you review your previous Trips and plan new ones!

A PostgreSQL MCP server offering dual HTTP/Stdio transports for database schema inspection and read-only query execution with session management and Podman(or Docker) support.

Interact with PostHog analytics, feature flags, error tracking and more with the official PostHog MCP server.

MCP server for running Postman Collections locally via Newman. Allows for simple execution of Postman Server and returns the results of whether the collection passed all the tests.

MCP Server for workflow orchestration and ELT/ETL with Prefect Server, and Prefect Cloud [https://www.prefect.io/] using the `prefect` python client.

A Prometheus MCP server with full API support for comprehensive management and deep interaction with Prometheus beyond basic query support. Written in go, it is a single binary install that is capable of STDIO, SSE, and HTTP transports for complex deployments.

MCP Server to Interact with Pulumi API, creates and lists Stacks

Browser automation and QA testing capabilities. This server integrates with [desplega.ai](https://desplega.ai) to offer automated testing, session monitoring, batch test execution, and intelligent test guidance using the AAA framework.

The Model Context Protocol (MCP) Server built on Qiniu Cloud products supports users in accessing Qiniu Cloud Storage, intelligent multimedia services, and more through this MCP Server within the context of AI large model clients.

MCP servers for the Quarkus Java framework.

A Model Context Protocol server for generating charts using QuickChart.io

A Model Context Protocol (MCP) server implementation for the Qwen models.

An R SDK for creating R-based MCP servers and retrieving functionality from third-party MCP servers as R functions.

The MCP server that interacts with RabbitMQ to publish and consume messages.

MPC Server to connect your preferred model with rae-api.com, Roya Academy of Spanish Dictionary

This MCP server for storing and retrieving text passages locally based on their semantic meaning.

Unofficial MCP server for the Research Collaboratory for Structural Bioinformatics Protein Data Bank (RCSB PDB), providing access to 3D protein structures, experimental data, and structural bioinformatics information.

Redbee MCP server that provides support for interacting with Redbee API.

Redfish MCP server that provides support for interacting with [DMTF Redfish API](https://www.dmtf.org/standards/redfish).

Redis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing.

MCP server for accessing RedNote(XiaoHongShu, xhs) content

An MCP server designed for interacting with the Rememberizer data source, facilitating enhanced knowledge retrieval.

MCP server for League of Legends – fetch player info, ranks, champion stats, and match history via Riot API.

MCP server to interact with [Routine](https://routine.co/): calendars, tasks, notes, etc.

An MCP server providing realistic browser-like HTTP request capabilities with accurate TLS/JA3/JA4 fingerprints for bypassing anti-bot measures.

Fast, asynchronous MCP server for efficient handling of various filesystem operations built with the power of Rust.

Comprehensive Salesforce integration with tools for querying records, executing Apex, managing fields/objects, and handling debug logs

MCP server for creating and managing QR codes using the [Scanova](https://scanova.io) API. Provides tools for generating, managing, and downloading QR codes.

An MCP server to search for scholarly and academic articles.

Privacy-first macOS MCP server that provides visual context for AI agents through window screenshots

Recommends the most relevant MCP servers based on the client's query by searching this README file.

A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)

An MCP server provide web searching via [SearXNG](https://docs.searxng.org) & retrieve url as makrdown.

A Model Context Protocol Server for retrieving data from public [SearXNG](https://docs.searxng.org) instances, with fallback support

(by Stefano Amorelli) A community Model Context Protocol Server to access financial filings and data through the U.S. Securities and Exchange Commission ([SEC](https://www.sec.gov/)) `Electronic Data Gathering, Analysis, and Retrieval` ([EDGAR](https://www.sec.gov/submit-filings/about-edgar)) database

An MCP server to integrate with SendGrid's API, enabling AI assistants (like Claude, ChatGPT, etc.) to send emails, manage templates, and track email statistics.

A free SEO tool MCP (Model Control Protocol) service based on Ahrefs data. Includes features such as backlinks, keyword ideas, and more. by [claudemcp](https://www.claudemcp.com/servers/seo-mcp).

An MCP server that performs Google searches using [Serper](https://serper.dev).

An MCP server to interact with a ServiceNow instance

This MCP server lets LLMs to interact with the ShaderToy API, allowing LLMs to learn from compute shaders examples and enabling them to create complex GLSL shaders that they are previously not capable of.

Give hands to AI. MCP server to run shell commands securely, auditably, and on demand

MCP server to interact with [Shodan](https://www.shodan.io/)

Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.

A simple MCP server to query Loki logs using logcli.

The most powerful MCP server for Slack Workspaces. This integration supports both Stdio and SSE transports, proxy settings and does not require any permissions or bots being created or approved by Workspace admins 😏.

Slack MCP server which supports both stdio and Streamable HTTP transports. Extended from the original Anthropic's implementation which is now [archived](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/slack)

A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)**

Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.

This MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations.

This MCP server provides real-time football match data based on the SoccerDataAPI.

This MCP server enables LLMs to interact with the Solana blockchain with help of Solana Agent Kit by SendAI, allowing for 40+ protocol actions and growing

This MCP server offers a basic functionality to perform a search on Solr servers.

Golang MCP server for Splunk (lists saved searches, alerts, indexes, macros...). Supports SSE and STDIO.

An MCP server that can execute SSH commands remotely, upload files, download files, and so on.

A production-ready Model Context Protocol server for SSH automation with background execution, file transfers, and comprehensive timeout protection. Features structured output, progress tracking, and enterprise-grade testing (87% coverage).

A comprehensive MCP server for interacting with the Starknet blockchain, providing tools for querying blockchain data, resolving StarknetIDs, and performing token transfers.

This MCP server enables LLMs to interact with the Stellar blockchain to create accounts, check address balances, analyze transactions, view transaction history, mint new assets, interact with smart contracts and much more.

MCP server connecting AI systems to Stockfish chess engine

MCP server for Strava API to retrieve one's activities

The MCP (Multi-Channel Protocol) System Health Monitoring is a robust, real-time monitoring solution designed to provide comprehensive health metrics and alerts for remote Linux servers.

This MCP server enables LLMs to interact with Figma, allowing them to read and modify designs programmatically.

TMCP server that provides seamless Figma integration specifically for Claude Desktop, enabling design creation, modification, and real-time collaboration through natural language commands.

Market research and business intelligence with TAM/SAM calculations and integration across 8 economic data sources: Alpha Vantage, BLS, Census Bureau, FRED, IMF, Nasdaq Data Link, OECD, and World Bank.

An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions

A Model Context Protocol (MCP) server that provides raw TCP socket access, enabling AI models to interact directly with network services using raw TCP Sockets. Supports multiple concurrent connections, buffering of response data and triggering automatic responses.

This MCP server allows LLMs to interact with TeamRetro, allowing LLMs to manage user, team, team member, retrospective, health check, action, agreement and fetch the reports.

An MCP server that provides paginated chat reading, message retrieval, and message sending capabilities for Telegram through Telethon integration.

Access Telegram channels and groups directly in Claude. Features dual-mode operation with API access (100x faster) or web scraping, unlimited post retrieval, and search functionality.

A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure

An MCP server to query traces/spans from [Grafana Tempo](https://github.com/grafana/tempo).

his MCP server enables LLMs to interact with Teradata databases. This MCP Server support tools and prompts for multi task data analytics

An MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface.

An MCP server that integrates AI assistants with the Terraform Cloud API, allowing you to manage your infrastructure through natural conversation.

MCP server for teamfight tactics match history & match details fetching, providing user the detailed context for every match.

An MCP server for the Thales CipherTrust Data Security Platform (CDSP) Cloud Key Management (CAKM) connector. This MCP server supports Ms SQL and Oracle databases.

A Model Context Protocol (MCP) server that allows interacting with the CipherTrust RestFul Data Protection (CRDP) data protection service.

MCP server for Thales CipherTrust Manager integration, enabling secure key management and cryptographic operations.

An MCP server that powers AI agents with indexed blockchain data from The Graph.

An MCP server for [TheHive](https://strangebee.com/thehive/) Security Incident Response Platform.

A Model Context Protocol (MCP) server implemented in Streamable HTTP transport that allows AI models to interact with the [Ticket Generator](https://ticket-generator.com/) APIs, enabling fetching active events lists, and generating tickets via 3 different modes.

A Model Context Protocol (MCP) server implemented in Streamable HTTP transport that allows AI models to interact with the Ticketmaster Discovery API, enabling searching events, venues, and attractions.

A Model Context Protocol (MCP) server designed to integrate with the TickTick task management platform, enabling intelligent context-aware task operations and automation.

A Model Context Protocol server that enables AI assistants to query Tideways performance monitoring data and provide conversational performance insights for PHP applications.

A community built MCP server that interacts with TigerGraph Graph Database.

An MCP server for interacting with TikTok advertising platforms for campaign management, performance analytics, audience targeting, creative management, and custom reporting.

An MCP server that enables AI assistants to interact with tip.md's crypto tipping functionality, allowing agents or supporters to tip registered developers directly from AI chat interfaces.

This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations.

An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.

An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.

An MCP server for interacting with Ton Blockchain.

Desktop application that manages tools and MCP servers with just a few clicks - no coding required by **[gching](https://github.com/gching)**

A lightweight utility designed to simplify the deployment and management of MCP servers, ensuring ease of use, consistency, and security through containerization by **[StacklokLabs](https://github.com/StacklokLabs)**

An MCP server for TouchDesigner, enabling interaction with TouchDesigner projects, nodes, and parameters.

An MCP server provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.

Travel planning and itinerary management server integrating with Google Maps API for location search, place details, and route calculations.

An MCP server that interact with user Trello boards, modifying them with prompting.

A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.

An MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces

An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights.

An MCP server for interacting with TrueNAS Core.

MCP server for helping automation control your computer complete your pre-setting task.

A Model Context Protocol (MCP) server implementation that provides AI models with access to Typesense search capabilities. This server enables LLMs to discover, search, and analyze data stored in Typesense collections.

Unofficial MCP server for UniProt, providing access to protein sequence data, functional annotations, taxonomic information, and cross-references for proteomics and bioinformatics research.

An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks.

An MCP server that enables LLMs to interact with Unity Catalog AI, supporting CRUD operations on Unity Catalog Functions and executing them as MCP tools.

An MCP server that enables LLMs to interact with Unity3d Game Engine, supporting access to a variety of the Unit's Editor engine tools (e.g. Console Logs, Test Runner logs, Editor functions, hierarchy state, etc) and executing them as MCP tools or gather them as resources.

A collection of MCP servers created using the [AgentR Universal MCP SDK](https://github.com/universal-mcp/universal-mcp).

A Model Context Protocol (MCP) server implementation that integrates with Unleash Feature Toggle system. Provide a bridge between LLM applications and Unleash feature flag system

amazon-q-cli's use_aws tool extracted into independent mcp, for general aws api usage.

Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.

MCP server for accessing United States Patent & Trademark Office data through its Open Data Protocol (ODP) API.

[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

An MCP server leveraging an external oversight layer to "vibe check" agents, and also self-improve accuracy & user alignment over time. Prevents scope creep, code bloat, misalignment, misinterpretation, tunnel vision, and overcomplication.

A Model Context Protocol Server to add, edit, and search videos with [Video Jungle](https://www.video-jungle.com/).

An MCP server that provides voice status updates using OpenAI's text-to-speech API, to be used with Cursor or Claude Code.

A sample MCP server for VolcEngine TOS that flexibly get objects from TOS.

VOYP MCP server for making calls using Artificial Intelligence.

The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.

Get real-time weather data for any location using weatherapi.

A server that provides full web search, summaries and page extration for use with Local LLMs.

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities.

MCP server for your personal WhatsApp handling individuals, groups, searching and sending.

MCP server that performs whois lookup against domain, IP, ASN and TLD.

Wikidata MCP server that interact with Wikidata, by searching identifiers, extracting metadata, and executing sparql query.

Unofficial REMOTE MCP server for Wikidata's SPARQL endpoint, providing access to structured knowledge data, entity relationships, and semantic queries for research and data analysis.

WildFly MCP server that enables LLM to interact with running WildFly servers (retrieve metrics, logs, invoke operations, ...).

MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.

MCP Server that gets the Wordle Solution for a particular date.

Make your WordPress site into a simple MCP server, exposing functionality to LLMs and AI agents.

A server that interacts with [workflowy](https://workflowy.com/).

A server that fetches data indicators available with the World Bank as part of their data API

MCP server that brings AI to your Xcode projects, enabling intelligent code assistance, file operations, project management, and automated development tasks.

Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations.

🗄️ An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.

A Model Context Protocol (MCP) server for integrating with YNAB (You Need A Budget), allowing AI assistants to securely access and analyze your financial data.

A Model Context Protocol (MCP) server implementation for JetBrains YouTrack, allowing AI assistants to interact with YouTrack issue tracking system.

A fully functional MCP server and CLI for YouTube to automate YouTube operation.

MCP server for ZapCap API providing video caption and B-roll generation via natural language

Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server

Unofficial MCP server for ZincBind, providing access to a comprehensive database of zinc binding sites in proteins, structural coordination data, and metalloproteomics research information.