Provides file and folder backup and restoration capabilities for AI agents and code editing tools
Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc...
Direct local file system access
Golang implementation for local file system access
Lightning-fast Windows file search powered by Everything SDK
Share code context with LLMs via Model Context Protocol or clipboard
Self-hosted platform for secure execution of AI code. Great for Code Interpreter, Data Analysis, Browser Use.
Secure cloud development environments for AI agents. Enables safe code execution and testing in isolated containers.
An MCP server for Docker operations, enabling seamless container and compose stack management.
GitHub API integration for repository management, PRs, issues, and more
GitLab platform integration for project management and CI/CD operations
Direct Git repository operations including reading, searching, and analyzing local repositories
Phabricator API integration for repository and project management
Gitingest integration providing prompt friendly summmaries of Github repos
Google Drive integration for file access, search, and management
A serverless video database to easily store, index, search, and stream videos. VideoDB uses AI to automatically tag scenes, generate accurate transcriptions, and quickly retrieve video moments with simple queries.
MCP server that connects to the whole Microsoft 365 suite (Microsoft Office, Outlook, etc.) using Graph API (including mail, files, Excel, calendar)
PostgreSQL database integration with schema inspection and query capabilities
SQLite database operations with built-in analysis features
DuckDB database integration with schema inspection and query capabilities
Excel workbook manipulation including data reading/writing, worksheet management, formatting, charts, and pivot tables
BigQuery database integration with schema inspection and query capabilities
A BigQuery MCP server for read-only SQL queries and schema exploration (available on npm)
Neon MCP Server. Allows natural language interactions with Neon for database management.
A Qdrant MCP server for keeping and retrieving memories in the Qdrant vector search engine.
A Model Context Protocol Server for querying and analyzing MongoDB collections.
Full featured MCP Server for MongoDB databases.
MySQL database integration with configurable access controls and schema inspection
Read and write access to Airtable databases, with schema inspection.
Snowflake database integration with read/write capabilities and insight tracking.
A unified database access service for MCP that seamlessly integrates PostgreSQL and SQLite with a clean abstraction layer.
MCP server implementation for TiDB (serverless) database.
Read and write access to NocoDB database.
MCP server to interact with the data stored in Couchbase clusters including natural language querying.
A natural language interface designed for agentic applications to efficiently manage and search data in Redis.
Create AI-powered video workflows including automatic editing, content moderation, voice cloning, highlight generation, and searchable video moments—all accessible via simple APIs and intuitive chat-based interfaces.
Slack workspace integration for channel management and messaging
LINE Official Account
⭐406
Integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
Linear MCP Server. Provides integration with Linear's issue tracking system through MCP.
Comprehensive integration with Atlassian suite including Confluence for documentation management and Jira for issue tracking.
Sentry.io integration for error tracking and performance monitoring
Raygun API V3 integration for crash reporting and real user monitoring
- Query and interact with kubernetes environments monitored by Metoro
- Comprehensive integration with [VictoriaMetrics APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances.
Browser automation for web scraping and interaction
Web search capabilities using Brave's Search API
Discover, extract, and interact with the web - one interface powering automated access across the public internet.
Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)
Efficient web content fetching and processing for AI consumption
TypeScript-based MCP server that integrates the Kagi Search API
Integration with Exa AI Search API for real-time web information retrieval
Search articles using the NYTimes API
Google News search with automatic categorization, multi-language support, and comprehensive search options
The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.
Search via search1api (requires paid API key)
Tavily AI search API integration
Search ArXiv research papers
<img src="https://github.com/user-attachments/assets/6f9c9a70-01c8-4255-abbe-66faf146970e" height="14"> - Search research papers, conferences, and codebases through PapersWithCode API
A Model Context Protocol server that provides browser automation capabilities using Playwright.
Self-hosted Websearch service.
An MCP server paired with a browser extension allowing local browser control.
Use 4,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more.
An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
MCP to let Claude or your own LLM control your browser
Ihor-Sokoliuk/MCP-SearXNG
⭐118
A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)
Search campgrounds around the world on campertunity, check availability, and provide booking links
Google Maps integration for location services, routing, and place details
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
Open Strategy Partners Marketing Tools
⭐183
a standardized editing code system, writing guidelines, web metadata generator, and product communication framework.
Access Fathom Analytics data and reports about your sites
MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
Transform your Apple Books to a queryable knowledge base.
A lightweight MCP server that allows LLMs to read and interact with your personal PDF and EPUB ebooks on your local machine. Ideal for building AI reading assistants or chat-based ebook interfaces.
Obsidian vault integration with tools for file management, search, and content manipulation
Alternative implementation for reading and searching Markdown notes
Notion API integration for managing personal todo lists and notes
Alternative implementation for Notion API integration
Read from local Apple Notes database (macOS only)
An MCP server implementation for Todoist, enabling natural language task management.
Read, create, update and delete Google Keep notes.
Integration with Cloudflare services including Workers, KV, R2, and D1
Kubernetes cluster operations through MCP
Interact with a Tinybird Workspace from any MCP client.
Kubernetes multi-cluster management and operations, featuring a management ui, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
Turn Make scenarios into callable tools for AI assistants.
Official Taskade MCP server + OpenAPI → MCP codegen to build AI agent tools from any API and connect Taskade to Claude, Cursor, and more.
Autonomous shell execution and computer control (Mac)
Windows CLI MCP Server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.
Windows automation MCP server providing mouse, keyboard, screen capture, clipboard, and window management capabilities using NutJS.
MCP server allowing any and all command execution over CMD(BE CAREFUL).
An MCP Server Integration with Apple Shortcuts
Bluesky API integration for querying and searching feeds and posts
YouTube integration using yt-dlp for subtitle downloading and video analysis
Alternative implementation for fetching YouTube subtitles and transcripts
Connects with Spotify for playback control and track/album/artist/playlist management.
TikTok integration for getting post details and video's subtitles
Tools for Unity Editor and for a game made with Unity
Unity3d Game Engine integration for game development
Deliver real-time market intelligence with extensive private and public market data.
Coinmarket API integration for cryptocurrency data
<img src="https://www.chargebee.com/static/resources/brand/favicon.png" height="14"> - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com).
Comprehensive cryptocurrency and DEX data API across multiple blockchains, providing real-time token pricing, liquidity pools, and OHLCV data for market analysis
<img src="https://www.paypalobjects.com/webstatic/mktg/logo/pp_cc_mark_74x46.jpg" height="14"> - The PayPal Agent Toolkit enables popular agent frameworks including Model Context Protocol (MCP) to integrate with PayPal APIs through function calling.
Allows you to integrate with Stripe APIs
Provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
Interact with ZBD's payment processing APIs for instant global payments with Bitcoin and Lightning Network
Search ArXiv research papers
Read .ged files and genetic data
RAG on your data using MCP protocol
Query OpenAI models directly from Claude using MCP protocol
OpenAI Compatible Chat
⭐129
Chat with models from OpenAI-compatible APIs (Perplexity, Groq, xAI, etc.)
Chat with Perplexity via MCP
LlamaCloud MCP Server. A TypeScript-based MCP server connecting to a managed index on LlamaCloud.
Use HuggingFace spaces from your MCP Client. Supports Images, Audio, Text and more.
<img src="https://piapi.ai/piapi_favicon.webp" height="14"> - 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.
<img src="https://www.chronulus.com/favicon/chronulus-logo-blue-on-alpha-square-128x128.ico" alt="Chronulus AI Logo" height="14" width="14"> - Predict anything with Chronulus AI multimodal forecasting and prediction agents ([Watch Demos on Youtube](https://youtube.com/playlist?list=PLPLu09ZbT8KKS04V6SSm2Acjv43FKq329&si=n2YER2in4gOqwssY)).
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.
Chat with your MLOps and LLMOps pipelines using the [ZenML](https://www.zenml.io) MCP server
MCP and MCP SSE Server that automatically generate production ready API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev).
OpenAPI Schema Explorer
⭐19
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
A Model Context Protocol server that provides JSON-RPC functionality through OpenRPC.
Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/).
Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands.
Paste a link to your Figma design to get its data in a ready-to-implement format.
Query and interact with LLM observability and telemetry captured by [Opik](https://github.com/comet-ml/opik) using natural language.
Connect to VSCode ide and allows using semantic tools like find_usages
Provides AI assistants with direct access to Mastra.ai's complete knowledge base.
Flag features, manage company data, and control feature access using [Bucket](https://bucket.co)
A MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
Access a network of thousands of probes to run network commands like ping, traceroute, mtr, http and DNS resolve.
Generate visualizations from fetched data using the VegaLite format and renderer.
A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).
Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.
MCP server implementation for managing Keycloak users, groups, and realms using natural language queries.
Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations
A MCP server for using [Semgrep](https://github.com/semgrep/semgrep) to scan code for security vulnerabilities.
A FastMCP-based server for [Netwrix Access Analyzer](https://www.netwrix.com/access-analyzer.html) data analysis, designed for enhanced data analysis capabilities.
MCP server for the Coreflux MQTT broker, enabling AI agents to transfom the broker into a automation hub and interact with IoT devices and messaging systems through the MQTT protocol.
A Model Context Protocol (MCP) server for the Internet Archive's Open Library API that enables AI assistants to search for book and author information.
CLI tool for installing and managing MCP servers. Simplifies server installation and configuration for Claude Desktop.
Solution to Remote MCP Communication, enabling effortless integration for centralized management of Model Context
A Model Context Workspace Manager. Oraganize your MCP servers in local workspaces (coding, design, research, ...), scan, monitor, and integrate each workspace with AI apps via a unified CLI.
A lightweight utility designed to simplify the deployment and management of MCP servers, ensuring ease of use, consistency, and security through containerization.