Model Context Protocols

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.

MCP of MCPs. Automatic discovery and configure MCP servers on your local machine. Fully REMOTE! Just use [https://mcp.1mcpserver.com/mcp/](https://mcp.1mcpserver.com/mcp/)

Create crafted UI components inspired by the best 21st.dev design engineers.

Create crafted UI components inspired by the best 21st.dev design engineers.

An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.

₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.

The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with [Adfin](https://www.adfin.com/).

Track and monitor AI agent mindshare across platforms - measure brand visibility in AI conversations with [Agent Mindshare](https://agentmindshare.com).

Enable AI agents to get structured data from unstructured web with [AgentQL](https://www.agentql.com/).

Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/).

RAG MCP for your [Agentset](https://agentset.ai/) data.

Simpler Project Management - send [Agile Luminary](https://agileluminary.com) stories straight to your IDE

Read and write access to Airtable databases.

Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services

🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services

Allows the AI to read from your Bear Notes (macOS only)

ALAPI MCP Tools,Call hundreds of API interfaces via MCP

Connect any bitcoin lightning wallet to agents to send and receive payments instantly at low cost.

A Model Context Protocol (MCP) server that enables AI assistants to integrate with Prometheus Alertmanager

Supabase MCP Server with support for SQL query execution and database exploration tools

A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) plus many useful prompts to interact with Algorand Blockchain.

Yunxiao MCP Server provides AI assistants with the ability to interact with the [Yunxiao platform](https://devops.aliyun.com).

MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them. REMOTE! Use the url [https://mcp.pfvc.io/mcp/](https://mcp.pfvc.io/mcp/) to add the server. **Remember the final backslash**.

An AI voice toolkit with TTS, voice cloning, and video translation, now available as an MCP server for smarter agent integration.

AI-powered SVG animation generator that transforms static files into animated SVG components using the [Allyson](https://allyson.ai) platform

📲 An MCP server that provides control over Android devices through ADB. Offers device screenshot capture, UI layout analysis, package management, and ADB command execution capabilities.

🐍 ☁️ MCP for LLM to search and read papers from arXiv

🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)

🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.

AniList MCP server for accessing AniList API data

AnkiConnect MCP server for interacting with Anki via AnkiConnect.

Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more

[AnyCrawl](https://anycrawl.dev) MCP Server, Powerful web scraping and crawling for Cursor, Claude, and other LLM clients via the Model Context Protocol (MCP).

MCP Server For [Apache Doris](https://doris.apache.org/), an MPP-based real-time data warehouse.

[Actors MCP Server](https://apify.com/apify/actors-mcp-server): Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more

APIMatic MCP Server is used to validate OpenAPI specifications using [APIMatic](https://www.apimatic.io/). The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API.

APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API, supporting querying and managing all resources in [Apache APISIX](https://github.com/apache/apisix).

Talk with your Apple Notes

An MCP Server Integration with Apple Shortcuts

TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!

MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.

Enable AI agents to interact with the [Atla API](https://docs.atla-ai.com/) for state-of-the-art LLMJ evaluation.

Official MCP Server from [Atlan](https://atlan.com) which enables you to bring the power of metadata to your AI tools

Marketing insights and audience analysis from [Audiense](https://www.audiense.com/products/audiense-insights) reports, covering demographic, cultural, influencer, and content engagement analysis.

Search 1M+ hours of podcasts, interviews, talks and your private audio uploads with speaker identification and timestamps. Official Remote MCP server (via https://mcp.audioscrape.com) enabling AI assistants to access and analyze audio content through semantic and text-based search.

Comprehensive framework documentation and code examples for popular development tools and libraries.

A Model Context Protocol (MCP) server that provides AI assistants with the ability to search and retrieve Microsoft AutoGen documentation.

Cisco pyATS server enabling structured, model-driven interaction with network devices.

Query Amazon Bedrock Knowledge Bases using natural language to retrieve relevant information from your data sources.

Get prescriptive CDK advice, explain CDK Nag rules, check suppressions, generate Bedrock Agent schemas, and discover AWS Solutions Constructs patterns.

Core AWS MCP server providing prompt understanding and server management capabilities.

Analyze CDK projects to identify AWS services used and get pricing information from AWS pricing webpages and API.

Fetch, convert, and search AWS documentation pages, with recommendations for related content.

Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue.

Generate images using Amazon Nova Canvas with text prompts and color guidance.

Query and analyze your Axiom logs, traces, and all other event data in natural language

A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, versioned docs.

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.

Add smart Backup ability to coding agents like Windsurf, Cursor, Cluade Coder, etc

Query Onchain data, like ERC20 tokens, transaction history, smart contract state.

Integration with Basecamp project management platform for managing projects, to-dos, card tables, documents, and team collaboration

Read and write access to your Baserow tables.

BGG MCP enables AI tools to interact with the BoardGameGeek API.

A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client.

MCP server for Bing Webmaster Tools API integration providing access to search analytics, site management, URL submission, and SEO insights

integrates with Bluesky API to query and search feeds and posts.

Interact with the Intelligent Content Management platform through Box AI.

Baserow database integration with table search, list, and row create, read, update, and delete capabilities.

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Automate your local browser

Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)

MCP server for Bucket

MCP server for Bugsnag

Official MCP server for Buildable AI-powered development platform. Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.

Manage [Buildkite](https://buildkite.com) pipelines and builds.

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

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

Python-based MCP tool providing a comprehensive set of functions for managing contacts, phonebooks, agents, teams, campaigns, and other CallHub resources.

Search campgrounds around the world on campertunity, check availability, and provide booking links.

MCP server for easy access to education data through your Canvas LMS instance.

<img height="20" width="20" src="https://carbonvoice.app/favicon.ico" align="center"/> MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app).

A MCP server to retrieve up-to-date jobs from company career sites.

CLI that generates MCP tools based on your Database schema and data using AI and host as REST, MCP or MCP-SSE server

Search for IP addresses using Chaitin's IP Intelligence API.

MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com).

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

Query and summarize your chat messages with AI prompts.

Embeddings, vector search, document storage, and full-text search with the open-source AI application database

Add to coding agents like Claude or Cursor to give them the ability to understand and better use thousands of dependencies.

Predict anything with Chronulus AI forecasting and prediction agents.

A specialized MCP gateway for LLM enhancement prompts and jailbreaks with dynamic schema adaptation. Provides prompts for different LLMs using an enum-based approach.

Enable AI Agents to fix build failures from CircleCI.

Query your [ClickHouse](https://clickhouse.com/) database server.

Clojure linter

Obtains latest dependency details for Clojure libraries.

Clojure development tools, direct access to the running program via REPL.

Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)

A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).

MCP server for Coda

A Model Context Protocol (MCP) server for CODESYS V3 programming environments.

A MCP server that provides real-time cryptocurrency market data through CoinCap's public API without requiring authentication

Official [CoinGecko API](https://www.coingecko.com/en/api) MCP Server for Crypto Price & Market Data, across 200+ blokchain networks and 8M+ tokens.

Query and analyze your [Opik](https://github.com/comet-ml/opik) logs, traces, prompts and all other telemtry data from your LLMs in natural language.

Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code

Interact with your content on the Contentful platform

Context7 MCP - Up-to-date Docs For Any Cursor Prompt

A MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent.

Introspect and query your apps deployed to Convex.

Access comprehensive B2B data on companies, employees, and job postings for your LLMs and AI workflows.

Interact with the data stored in Couchbase clusters using natural language.

Enables AI agents to access real-time web data with HTML, markdown, and screenshot support. SDKs: Node.js, Python, Java, PHP, .NET.

Create a new MCP server in TypeScript, batteries included - supports user-defined templates!

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.

Interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.

MCP server for the Computer-Use Agent (CUA), allowing you to run CUA through Claude Desktop or other MCP clients.

Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev).

Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning with [Cycode](https://cycode.com/).

Generate high-quality text-to-speech and text-to-voice outputs using the [DAISYS](https://www.daisys.ai/) platform.

MCP server for [Calcom](https://cal.com/) (Also known as [Cal.com](https://cal.com/)). Manage event types, create bookings, and access Cal.com scheduling data through LLMs.

Interact with task, doc, and project data in [Dart](https://itsdart.com), an AI-native project management tool

Navigate your OpenTelemetry resources, investigate incidents and query metrics, logs and traces on [Dash0](https://www.dash0.com/).

MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.

A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly.

Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.

MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.

MCP Server for DealX platform

Enable your code gen agents to create & run 0-config end-to-end tests against new code changes in remote browsers via the [Debugg AI](https://debugg.ai) testing platform.

Easy web data access. Simplified retrieval of information from websites and online sources.

Lightning-Fast, High-Accuracy Deep Research Agent 👉 8–10x faster 👉 Greater depth & accuracy 👉 Unlimited parallel runs

Enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's 1M context window.

Remote, no-auth MCP server providing AI-powered codebase context and answers

Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform

Access real-time DEX analytics across 20+ blockchains with [DexPaprika API](https://docs.dexpaprika.com), tracking 5M+ tokens, pools, volumes, and historical market data. Built by CoinPaprika.

Tools to the query and execute of Dify workflows

A Model Context Protocol (MCP) server that provides programmatic access to DigitalOcean's API. This server exposes tools for managing droplets, Kubernetes clusters, and container registries through the MCP interface.

A code observability MCP enabling dynamic code analysis based on OTEL/APM data to assist in code reviews, issues identification and fix, highlighting risky code etc.

Advanced computer vision and object detection MCP server powered by Dino-X, enabling AI agents to analyze images, detect objects, identify keypoints, and perform visual understanding tasks.

MCP server for Discord Server

Expose Django REST Framework APIs as MCP tools for LLMs and agentic applications

An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.

Run and manage docker containers, docker compose, and logs

The official MCP server for version-controlled Dolt databases.

An MCP server for fetching verifiable random numbers from the [drand network](https://drand.love).

An MCP server for securely (via RBAC) talking to on-premise and cloud MS SQL Server, MySQL, PostgreSQL databases and other data sources.

MCP Server for [Driflyte](https://console.driflyte.com). The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.

Remote SSE MCP server for hosting HTML webpages and sharing content through temporary URLs without authentication

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.

MCP server for Dumpling AI

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

MCP server for E2B

Generate visual charts using [ECharts](https://echarts.apache.org) with AI MCP dynamically, used for chart generation and data analysis.

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

Interact with [EduBase](https://www.edubase.net), a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities

MCP server for ELEMENT.FM

The official ElevenLabs MCP server

elisp (Emacs Lisp) development support tools, running in Emacs.

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 fixed one from above one. More user-friendly.

Contract and template management for drafting, reviewing, and sending binding contracts.

This MCP server attempts to exercise all the features of the MCP protocol. It is not intended to be a useful server, but rather a test server for builders of MCP clients. It implements prompts, tools, resources, sampling, and more to showcase MCP capabilities.

Reference / test server with prompts, resources, and tools

Fast Windows file search using Everything SDK

MCP server for Exa

Excel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table

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

Get any answer from the Facebook Ads Library, conduct deep research including messaging, creative testing and comparisons in seconds.

Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery.

Access and analyze Fathom Analytics data and reports

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.

Web content fetching and conversion for efficient LLM usage

MCP server for FetchSERP

MCP server for Fewsats

Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs, enabling seamless integration with healthcare data through SMART-on-FHIR authentication and comprehensive FHIR operations.

MCP Server that connects AI agents to FHIR servers

Perform queries and entity operations in your [Fibery](https://fibery.io) workspace.

Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere.

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages, Python, Lua, C, C++, Rust, Zig.

Node.js server implementing Model Context Protocol (MCP) for filesystem operations.

Secure file operations with configurable access controls

Stock market API made for AI agents

Domain availability checking and WHOIS lookup tools.

MCP server for Firecrawl

Immutable ledger database with live synchronization

Build modern, production-ready UI blocks, components, and landing pages in minutes.

Run Python in a code sandbox.

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

Fulcra Context MCP server for accessing your personal health, workouts, sleep, location, and more, all privately. Built around [Context by Fulcra](https://www.fulcradynamics.com/).

MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.

Gcore's Cloud Official MCP Server

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

The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models.

Gentoro generates MCP Servers based on OpenAPI specifications.

Overview

Tools to read, search, and manipulate Git repositories

Gitee API integration, repository, issue, and pull request management, and more.

GitHub's official MCP Server

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

A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more.

Network access with the ability to run commands like ping, traceroute, mtr, http, dns resolve.

An MCP server tailored for React Native–first development using Gluestack UI.

MCP server to provide golang packages and their information from pkg.go.dev

MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.

Manage your GoLogin browser profiles and automation directly through AI conversations!

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

Official MCP Server to deploy to [Google Cloud Run](https://cloud.google.com/run).

Read, create, update and delete Google Keep notes.

Google News search capabilities with automatic topic categorization and multi-language support via SerpAPI integration.

A Model Context Protocol (MCP) server providing access to Google Programmable Search Engine (PSE) and Custom Search Engine (CSE).

A Model Context Protocol (MCP) server providing access to Google Search Console.

Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox.

🏎️ ☁️ Tools to the query and execute of Dify workflows

🏎️ ☁️ An MCP server application that sends various types of messages to the WeCom group robot.

Search dashboards, investigate incidents and query datasources in your Grafana instance

Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable [Graphlit](https://www.graphlit.com) project.

Provides AI assistants with a secure and structured way to explore and analyze data in [GreptimeDB](https://github.com/GreptimeTeam/greptimedb).

Gru-sandbox(gbox) is an open source project that provides a self-hostable sandbox for MCP integration or other AI agent usecases.

Expose Great Expectations data validation and

GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: [sascharo.github.io/gxtract](https://sascharo.github.io/gxtract)). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.

MCP server for HackMD

A Model Context Protocol server for integrating [HackMD](https://hackmd.io)'s note-taking platform with AI assistants.

HTTP toolkit providing all 7 HTTP methods (GET, POST, PUT, PATCH, DELETE, HEAD, OPTIONS) with secret substitution, comprehensive error handling, and support for JSON, XML, HTML, and form data.

HAP (Super Application Platform) is developed by Mingdao（ https://www.mingdao.com ）The launched APaaS platform helps you build enterprise level applications quickly without coding. This is HAP's MCP (Model Context Protocol) server, used for seamless integration of AI. It enables every zero code application built through HAP to quickly become a tool for agents.

Access and interact with Harness platform data, including pipelines, repositories, logs, and artifact registries.

🐍 ☁️ MCP to search through PapersWithCode API

📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque platform.

A Model Context Protocol (MCP) server for interacting with the Hetzner Cloud API. This server allows language models to manage Hetzner Cloud resources through structured functions.

Turns any Swagger/OpenAPI REST endpoint with a yaml/json definition into an MCP Server with Langchain/Langflow integration automatically.

📇 ☁️ Allows AI clients to manage records and notes in Attio CRM

Connect to a [Hologres](https://www.alibabacloud.com/en/product/hologres) instance, get table metadata, query and analyze data.

Interact with Home Assistant to control smart home devices, query states, manage automations, and troubleshoot your smart home setup.

Interact with Homebrew (the package manager for macOS and Linux) using natural language commands.

Interact with Homey to control smart home system. Supports devices, flows, and zones. Contains a few goodies for better integrations with LLMs.

Official [Hostinger API](https://developers.hostinger.com/) MCP server for services managment.

MCP server for https://mcp.1mcpserver.com/mcp/

Server for using HuggingFace Spaces, supporting Images, Audio, Text and more. Claude Desktop mode for ease-of-use.

Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.

[Hyperbrowser](https://www.hyperbrowser.ai/) is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation.

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

MCP Server for automated reverse engineering with IDA Pro.

Interact with [ilert](https://ilert.com) through natural language.

ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.

A MCP server for comprehensive image editing operations including resizing, format conversion, cropping, compression, and more based on sharp.

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

MCP server for Inbox Zero

MCP server for Inkeep

Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.

Send Instagram DMs via your LLM

Create, manage, and update applications on InstantDB, the modern Firebase.

Interact with any other SaaS applications on behalf of your customers.

IP2Location.io API integration to retrieve the geolocation information for an IP address.

Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io

:shield: MCP enabled code security analyzer for F5 iRules

A wrapper around the Azure CLI command line that allows you to talk directly to Azure

Premium memory consistent across all AI applications.

Fetch the content of a remote URL as Markdown with Jina Reader.

MCP server to provide Jira Tickets information to AI coding agents like Cursor.

Supabase MCP Server for managing and creating projects and organisations in Supabase

MCP server empowers LLMs to interact with JSON files efficiently. With JSON MCP, you can split, merge, etc.

Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies.

High-quality screenshot capture optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks (1.15 megapixels) with configurable viewports and wait strategies for dynamic content.

Kagi search API integration

Search the web using Kagi's search API

Build robust data workflows, integrations, and analytics on a single intuitive platform.

🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so) API

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.

📇 ☁️ Powerfully interact with Kibela API.

📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)

Connect with 10,000+ tools across HRIS, ATS, CRM, Accounting, Calendar, Meeting, Ticketing, and more categories.

Create, manage, and explore your content and content model using natural language in any MCP-compatible AI tool.

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

Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts.

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster

MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.

Simple unofficial MCP server to track time via Toggl API

MCP server for libSQL databases with comprehensive security and management tools. Supports file, local HTTP, and remote Turso databases with connection pooling, transaction support, and 6 specialized database tools.

Integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

Integrates with Linear project management systems.

Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine.

MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data with [Linked API](https://linkedapi.io).

A TypeScript framework for building MCP servers elegantly

Share code context with LLMs via Model Context Protocol or clipboard.

Provides access to OpenTelemetry traces and metrics through Logfire.

🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.

MCP server for LunchMoney personal finance and budgeting tool.

🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.

Interact with Mailgun API.

MailSandbox (a fork of Mailpit) is a fast, zero-dependency email testing tool & API with a web UI, SMTP server, Postmark API emulation, and MCP server for AI-assisted debugging.

Integrates with Mailtrap Email API.

Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.

Unlock geospatial intelligence through Mapbox APIs like geocoding, POI search, directions, isochrones and more.

📇 🏠 Control Spotify playback and manage playlists.

Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.

Provides AI assistants with direct access to Mastra.ai's complete knowledge base.

Tools to query latest Maven dependency information

Enhanced Maven Central integration with intelligent caching, bulk operations, and version classification

Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`

MCP server for Autodesk Maya

A powerful interactive terminal **M**CP **Bro**wser client with tab completion and automatic documentation that allows you to work with multiple MCP servers, manage tools, and create complex workflows using AI assistants.

An MCP (Model Context Protocol) aggregator that allows you to combine multiple MCP servers into a single endpoint allowing to filter specific tools.

MCP Expr-Lang provides a seamless integration between Claude AI and the powerful expr-lang expression evaluation engine.

Set up MCP servers in Claude Desktop

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

Open source MCP server specializing in easy, fast, and secure tools for Databases.

Use command line tools in a secure fashion as MCP tools.

Fast and elegant Typescript framework for building MCP servers

Golang-based Kubernetes MCP Server. Built to be extensible.

An enhanced MCP server for SearXNG web searching, utilizing a category-aware web-search, web-scraping, and includes a date/time retrieval tool.

🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.

Interact & query with Meilisearch (Full-text & semantic search API)

A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats.

Knowledge graph-based persistent memory system

Mercado Libre's official MCP server, offering tools to interact with our marketplace, simplifying tasks and product integration.

Mercado Pago's official MCP server, offering tools to interact with our API, simplifying tasks and product integration.

Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.

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

Query and interact with kubernetes environments monitored by Metoro

A Python MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph.

Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots

Search, Query and interact with data in your Milvus Vector Database.

Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).

Local RAG (on-premises) with MCP server.

MCP servers for Google Calendar, Gmail, Outlook Calendar, and Outlook.

Miro MCP server, exposing all functionalities available in official Miro SDK.

Model Kontext Protocol Server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters through native Go implementation with direct API integration and comprehensive resource management.

MCP server for Model Context Protocol (MCP) Quickstart

📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file

A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases

A Model Context Protocol Server for MongoDB

Full Featured MCP Server for MongoDB Database.

Query and analyze data with MotherDuck and local DuckDB

Connect AI assistants like Cursor to Google Chat and beyond — enabling smart, extensible collaboration across chat platforms.

generate lyrics, song and background music(instrumental)

[Mux](https://www.mux.com) is a video API for developers. With Mux's official MCP you can upload videos, create live streams, generate thumbnails, add captions, manage playback policies, dig through engagement data, monitor video performance, and more.

MySQL database integration with configurable access controls and schema inspection

Control Nanoleaf smart lights through MCP - turn on/off, adjust brightness, change colors, set effects, and discover devices

Production-ready RAG out of the box to search and retrieve data from your own documents.

Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory

Interact with the Neon serverless Postgres platform

List and analyze Netbird network peers, groups, policies, and more.

CalDAV Nectcloud calendar integration. Manage calendars, events, attendees, etc.

Web search server that integrates Perplexity Sonar models via OpenRouter API for real-time, context-aware search with citations

Manage and query databases, tenants, users, auth using LLMs

Manage NocoDB server, support read and write databases

Activate MCP services (Gmail, Calendar, WordPress, etc.) and run browser automation workflows via a Chrome extension with importable sequences

🐍 Automatic operation of on-screen GUI.

MCP server for managing accounting and taxes with Norman Finance.

Notion official MCP server

Leverage Notte Web AI agents & cloud browser sessions for scalable browser automation & scraping workflows

Search for npm packages

An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)

🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.

Anthropic's Model Context Protocol implementation for Oat++

Interacting with Obsidian via REST API

MCP Server for OceanBase database and its tools

An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.

Deliver real-time investment research with extensive private and public market data.

Leading AI-powered code assistant for advanced research, analysis and discovery across GitHub Repositories in large ecosystems

A 3D Printing MCP server that allows for querying for live state, webcam snapshots, and 3D printer control.

Connect AI assistants to Odoo ERP systems for business data access and workflow automation.

Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.

Query OpenAI models directly from Claude using MCP protocol

Token-efficient access to OpenAPI/Swagger specs via MCP Resources

Supercharge your AI assistant with plug-and-play access to authentication, project scaffolding, and smart wallet tooling.

Access Apache Fineract self-service APIs for registration, authentication, account management, and transactions via MCP.

A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).

MCP server for OpsLevel

Access the [OSV (Open Source Vulnerabilities) database](https://osv.dev/) for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.

Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.

Search and get up-to-date information about NPM, Cargo, PyPi, and NuGet packages.

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

MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development.

An MCP server for interacting with a Paperless-NGX API server. This server provides tools for managing documents, tags, correspondents, and document types in your Paperless-NGX instance.

MCP of MCPs. A central hub for MCP servers. Helps you discover available MCP servers and learn how to install and use them.

The PayPal Model Context Protocol server allows you to integrate with PayPal APIs through function calling. This protocol supports various tools to interact with different PayPal services.

🐍 ☁️ Access Australian Pharmaceutical Benefits Scheme data for medicine information, pricing, and availability. Built with Python and FastAPI.

Best people search engine that reduces the time spent on talent discovery.

Official MCP Server to interact with Pearl API. Connect your AI Agents with 12,000+ certified experts instantly.

a macOS-only MCP server that enables AI agents to capture screenshots of applications, or the entire system.

Data platform with ETL and built-in data warehouse, access all business applications (ERP, CRM, Accounting etc.) via MCP and run queries on your business data.

An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI.

MCP Server for [PGYER](https://www.pgyer.com/) platform, supports uploading, querying apps, etc.

Interacting with Phabricator API

PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.

AI pilot for PTY operations that enables agents to control interactive terminals with stateful sessions, SSH connections, and background process management

Official MCP server that connects to PlainSignal's API and querying realtime website analytics data in conversational AI.

The official Plane MCP server provides integration with Plane APIs, enabling full AI automation of Plane projects, work items, cycles and more.

Playwright MCP server

An MCP server using Playwright for browser automation and webscrapping

A comprehensive proxy that combines multiple MCP servers into a single MCP. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.

Access to Polish National Court Register (KRS)—the government's authoritative registry of all businesses, foundations, and other legal entities.

Multimodal MCP server for generating images, audio, and text with no authentication required

Postman’s remote MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman.

MCP server for Postman API

An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights.

An MCP implementation that provides search functionality for the Powertools for AWS Lambda documentation across multiple runtimes.

Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries)

Your 24/7 production engineer that preserves context across multiple codebases [Prode.ai](https://prode.ai).

Hierarchical task management (ideas → epics → tasks) with CLI dashboard

📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs).

Search for free APIs using MCP.

An MCP server for Mathematical expression calculation

Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more

Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs

Implement semantic memory layer on top of the Qdrant vector search engine

connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.

connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.

MCP server for r/mcp Reddit

Interact with the RAD Security platform which provides AI-powered security insights for Kubernetes and cloud environments.

🏎️ ☁️ 🍎 🪟 🐧 MPC Server to connect your preferred model with https://rae-api.com, Roya Academy of Spanish Dictionary

Interact with [Ramp](https://ramp.com)'s Developer API to run analysis on your spend and gain insights leveraging LLMs

Provides LLMs with essential random generation abilities, built entirely on Python's standard library.

Interact with your crash reporting and real using monitoring data on your Raygun account

Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows

Up-to-date documentation for your coding agent. Covers 1000s of public repos and sites. Built by [ref.tools](https://ref.tools/)

MCP server for ref.tools

A local MCP server for developers that mirrors your in-development MCP server, allowing seamless restarts and tool updates so you can build, test, and iterate on your MCP server within the same AI session without interruption.

Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats

MCP server for scheduling and triggering reminders via Slack or Telegram.

Smart, case-aware search & replace for codebases. Provides atomic renaming of symbols, files, and directories with full undo/redo. The MCP server lets AI assistants plan, preview, and apply rename operations safely, handling all naming conventions (snake_case, camelCase, PascalCase, etc.) automatically.

The official Render MCP server: spin up new services, run queries against your databases, and debug rapidly with direct access to service metrics and logs.

Manage your In-app-purchases in [RevenueCat](https://www.revenuecat.com) without leaving your AI coding environment.

MCP server for Riza

MCP server for Root Signals

MCP server for the incident management platform [Rootly](https://rootly.com/).

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

📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.

Rube is a Model Context Protocol (MCP) server that connects your AI tools to 500+ apps like Gmail, Slack, GitHub, and Notion. Simply install it in your AI client, authenticate once with your apps, and start asking your AI to perform real actions like "Send an email" or "Create a task."

Execute SQL (PostgreSQL, MariaDB, BigQuery, MS SQL Server, RedShift, etc.) via ConnectorX and stream results to CSV/Parquet. MCP tool: run_sql.

FastAPI and MCP service providing Islamic prayer times and other useful calculations.

📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.

Scaffold is a Retrieval-Augmented Generation (RAG) system designed to structural understanding of large codebases. It transforms your source code into a living knowledge graph, allowing for precise, context-aware interactions that go far beyond simple file retrieval.

Minimal MCP server for scanner capture (ADF/duplex/page-size); typed tools; JSON Schema–validated I/O; multipage assembly; Node 22 + SANE.

Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.

MCP server for SchemaFlow

MCP server for ScrapeGraphAI

Integrate real-time [Scrapeless](https://www.scrapeless.com/en) Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. This server enables dynamic context retrieval for AI workflows, chatbots, and research tools.

MCP server for Scrapezy

Capture website screenshots including full page, elements, and device specific sizes.

MCP server for ScreenshotOne

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

One API for Search, Crawling, and Sitemaps

MCP server for SearXNG

MCP server for SearXNG

Secure fetch to prevent access to local resources

Enable AI agents to secure code with [Semgrep](https://semgrep.dev/).

Official MCP server for [Sentry](https://sentry.io).

Dynamic and reflective problem-solving through thought sequences

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

MCP server for Setup Claude Desktop App to Use a SQLite Database

MCP server for Shadcn UI, enabling automated, remote, or containerized project management via local or remote registries.

A powerful and flexible MCP server designed to enhance the development experience with Shadcn UI components, providing tools for component management, documentation, and installation.

MCP server for ShareSeer

Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more. Published as `@shopsavvy/mcp-server`.

MCP server for ShrimpTaskManager

Interact with the SingleStore database platform

MCP Server to let Claude / your AI control the browser

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 😏.

Create presentations and PowerPoints using AI and SlideSpeak MCP

Model Context Protocol server for Slite integration. Search and retrieve notes, browse note hierarchies, and access content from your Slite workspace.

Snowflake database integration with read/write capabilities and insight tracking

Provides seamless integration with [SonarQube](https://www.sonarsource.com/) Server or Cloud, and enables analysis of code snippets directly within the agent context

MCP for Sonatype Nexus Repository Manager and Sonatype Repository Firewall. Manage your DevSecOps practices through AI-assisted Workflows.

🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.

🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.

MCP for semantic code search & navigation that reduces token waste

iOS Swift Package Manager server written in Swift

MCP server for SQLGlot

MCP server for SQLite files. Supports Datasette-compatible metadata!

A Model Context Protocol (MCP) server for square

MCP server for StarRocks

Storyblok MCP server enables your AI assistants to directly access and manage your Storyblok spaces, stories, components, assets, workflows, and more.

Interact with Stripe API

Connects to Supabase platform for database, auth, edge functions and more.

YouTube, TikTok, X and Web data for makers.

Remote server (SSE/Streamable) for the latest Svelte and SvelteKit documentation

AI-powered task orchestration and workflow automation with specialized agent roles, intelligent task decomposition, and seamless integration across Claude Desktop, Cursor IDE, Windsurf, and VS Code.

Official Taskeract MCP Server for integrating your [Taskeract](https://www.taskeract.com/) project tasks and load the context of your tasks into your MCP enabled app.

An efficient task manager. Designed to minimize tool confusion and maximize LLM budget efficiency while providing powerful search, filtering, and organization capabilities across multiple file formats (Markdown, JSON, YAML)

MCP server for Tavily

MCP server for TeamCity, integrates with Claude Desktop and Cursor.

The MCP server that keeps you informed by sending the notification on phone using ntfy

Quickly integrate with Tencent Cloud Storage (COS) and Data Processing (CI) capabilities powered

A collection of tools for managing the platform, addressing data quality and reading and writing to [Teradata](https://www.teradata.com/) Database.

Terragrunt documentation always up to date.

MCP server for text-to-graphql, integrates with Claude Desktop and Cursor.

The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.

MCP server for Thirdweb

TikTok integration for getting post details and video subtitles

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.

Time and timezone conversion capabilities

Interact with Tinybird serverless ClickHouse platform

MCP server for tl;dv

Interact with your Tmux sessions, windows and pane, execute commands in tmux panes and retrieve result.

Full implementation of Todoist Rest API for MCP server

[Token Metrics](https://www.tokenmetrics.com/) integration for fetching real-time crypto market data, trading signals, price predictions, and advanced analytics.

A lightweight utility designed to simplify the deployment and management of MCP servers, ensuring ease of use, consistency, and security through containerization

Shipment tracking api and logistics management capabilities through the [TrackMage API] (https://trackmage.com/)

MCP server for Trade Agent

Trello integration for working with boards, lists in boards and cards in lists.

Trello Desktop MCP server that enables Claude Desktop to interact with Trello boards, cards, lists, and team members through natural language commands.

MCP server for Trieve

A Go implementation of a Model Context Protocol (MCP) server for Trino, enabling LLM models to query distributed SQL databases through standardized tools.

A secure shell command execution server implementing the Model Context Protocol (MCP)

Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.

Interact with [Twilio](https://www.twilio.com/en-us) APIs to send messages, manage phone numbers, configure your account, and more.

Dynamically search and call tools using [UnifAI Network](https://unifai.network)

MCP server for UnifAI Network

Beautiful HTML and PNG diff visualization using diff2html, designed for filesystem edit_file dry-run output with high-performance Bun runtime.

MCP Server to control and interact with Unity3d Game Engine for game development

Set up and interact with your unstructured data processing workflows in [Unstructured Platform](https://unstructured.io)

MCP server for Unstructured Platform

MCP server for urlDNA

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

An MCP server for Cursor that enables requesting user input during generation process.

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

Generate visualizations from fetched data using the VegaLite format and renderer.

Interact with Verodat AI Ready Data platform

Single tool to control all 100+ API integrations, and UI components

The definitive Vibe Coder's sanity check MCP server: Prevents cascading errors by calling a "Vibe-check" agent to ensure alignment and prevent scope creep

Server for advanced AI-driven video editing, semantic search, multilingual transcription, generative media, voice cloning, and content moderation.

Access and manage your VISO TRUST third-party risk program directly through your AI assistant.

Connect to [Vpuna AI Search Service](https://aisearch.vpuna.com), a developer first platform for semantic search, summarization, and contextual chat. Each project dynamically exposes its own Remote HTTP MCP server, enabling real-time context injection from structured and unstructured data.

☁️ 🏠 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.

[Wassenger](https://wassenger.com) MCP server to chat, send messages and automate WhatsApp from any AI model client (free trial available).

Accurate weather forecasts via the AccuWeather API (free tier available).

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

Web Crawler for AI Agents. Supercharge your AI agents with an MCP-ready web crawler that delivers real-time insights from the web and your private knowledge bases.

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

Interact with Webflow APIs to list and edit your site and CMS data.

Interact with **[WebScraping.AI](https://WebScraping.AI)** for web data extraction and scraping.

A MCP server that provides comprehensive website snapshot capabilities using Playwright. This server enables LLMs to capture and analyze web pages through structured accessibility snapshots, network monitoring, and console message collection.

MCP server for WHOIS

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

A knowledge service for Germany's complex Energy Market Communications (MaKo) regulations.

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

Programmatic control over Windows system operations including mouse, keyboard, window management, and screen capture using nut.js.

Windsor MCP (Model Context Protocol) enables your LLM to query, explore, and analyze your full-stack business data integrated into Windsor.ai with zero SQL writing or custom scripting.

AI detector MCP server with industry leading accuracy rates in detecting use of AI in text and images. The [Winston AI](https://gowinston.ai) MCP server also offers a robust plagiarism checker to help maintain integrity.

Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))

Enhanced MCP server for Twitter/X with OAuth 2.0 support, v2 API media uploads, smart v1.1 fallbacks, and comprehensive rate limiting. Post tweets with text/media, search, and delete tweets programmatically.

🍎 Build iOS Xcode workspace/project and feed back errors to llm.

 Popular MCP server that enables AI agents to scaffold, build, run and test iOS, macOS, visionOS and watchOS apps or simulators and wired and wireless devices. It has powerful UI-automation capabilities like controlling the simulator, capturing run-time logs, as well as taking screenshots and viewing the accessibility hierarchy.

🍎 Manage Xcode simulators.

🍎 MCP server for Xcode's xctrace, xcrun, xcodebuild.

Interact with the accounting data in your business using our official MCP server

Progressive code-intelligence server: lets AI assistants map structure, fuzzy-find symbols, and assess change-impact across Python, JS/TS, and Go codebases (powered by `ast-grep`)

Execute any LLM-generated code in the [YepCode](https://yepcode.io) secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages

Fetch YouTube subtitles

AI Task schedule planning with LLamaIndex and Timefold: breaks down a task description and schedules it around an existing calendar

Connect your AI Agents to 8,000 apps instantly.

Clean up sloppy AI code and prevent vulnerabilities

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

MCP server providing date and time functions in various formats