Top MCP Servers

Provides AI agents with real‑time production context—including logs, metrics, traces, and alerts—through a Model Context Protocol server, enabling automatic code fixing and faster debugging.

Enable AI assistants to interact with Pinecone projects, allowing documentation search, index configuration, code generation, and data operations directly from development environments.

Unblock, scrape, and convert web content into clean markdown while providing CDN‑style caching for AI agents, enabling reliable, rate‑limited‑free access to web pages, PDFs, images, and more.

An AI-powered assistant that helps compose, generate, and manipulate MIDI content directly within Ableton Live via a Max for Live device.

Manage Model Context Protocol (MCP) servers across multiple AI agents through a modern cross‑platform desktop interface, enabling discovery, one‑click installation, configuration, and lifecycle management without manual file edits.

Provides image generation capabilities using the Replicate Flux model.

Provides a Model Context Protocol server that interfaces with Stripe to manage customers, payment intents, charges, and refunds, while maintaining structured audit logs and robust error handling.

Performs WHOIS lookups for domains, IP addresses, top‑level domains, and autonomous system numbers, delivering registration details directly to AI agents.

Provides a Model Context Protocol server enabling AI‑driven interaction with BNB Chain and other EVM‑compatible networks, offering block queries, contract calls, token transfers, NFT management, and Greenfield file operations.

Scrape webpages and convert them to well‑formatted markdown, automatically handling cookies, captchas, paywalls and other interactive elements using AI‑driven vision analysis.

Provides cryptocurrency sentiment analysis data to AI agents via MCP, leveraging Santiment's aggregated social media and news metrics.

Provides an MCP server that exposes Metoro's eBPF‑based telemetry APIs to large language models, enabling AI‑driven queries and insights about Kubernetes clusters.

Provides a Model Context Protocol server that connects to the Databricks API, enabling LLMs to execute SQL queries, list jobs, and retrieve detailed job information.

Delivers curated positive and uplifting news stories by fetching articles from NewsAPI and ranking them with a Cohere language model based on positive sentiment.

Provides standardized access to CoinMarketCap data through a Model Context Protocol server, enabling retrieval of cryptocurrency market metrics, exchange information, OHLCV data, and related blockchain statistics.

Track flights in real time, retrieve arrival and departure times, view airport status, and monitor emergency situations using Flightradar24 data via a Model Context Protocol server.

Add human approvals to AI agents and agentic workflows with a managed asynchronous approval UI, built‑in authentication, webhooks, notifications, team features, and an evolving training dataset.

Search and retrieve over 200,000 icons from more than 150 collections, usable via a command‑line interface or as an MCP server for AI coding assistants.

Provides tools for AI assistants to retrieve book and author information from the Open Library API, returning structured data such as titles, authors, cover images, and detailed metadata.

Dynamically creates MCP servers from web API configurations, enabling seamless integration of REST, GraphQL, or other web services into AI assistant tools.

Enables context‑aware task and project operations on the TickTick platform through the Model Context Protocol, supporting OAuth2 authentication and full CRUD capabilities.

Provides real-time Dutch railway travel information—including departures, arrivals, journey planning, pricing, and station facilities—through an MCP server that Claude can query.

Send ntfy push notifications whenever an AI assistant finishes a task, allowing you to stay informed without interrupting your workflow.

Provides essential random generation utilities for integers, floats, weighted selections, shuffling, and secure token creation using Python's standard library.

Provides auto‑synced SDK versions, documentation, and example notebooks as context files (llms.txt and llms-full.txt) for seamless integration with LLMs and AI agents, distributed via MCP.

Provides a unified interface to manage multiple MCP servers, offering an AI playground, RAG capabilities, real‑time notifications, and support for both STDIO and Streamable HTTP transport modes.

Provides tools to interact with Gitee's API, enabling AI assistants to manage repositories, issues, pull requests, and notifications.

Exposes GraphQL schema information to LLMs through specialized tools, enabling exploration of queries, mutations, subscriptions, types, and searchable patterns.

Provides a TypeScript‑based MCP server that enables seamless interaction with ArangoDB through a set of tools for querying, inserting, updating, removing, backing up data, and managing collections.

Provides JSON-RPC functionality via OpenRPC, exposing rpc_call and rpc_discover utilities for interacting with MCP servers through stdio.

Provides an embeddable integration platform that exposes Paragon ActionKit capabilities through a Model Context Protocol server, enabling AI agents to invoke SaaS services such as Google Calendar, Salesforce, and Slack.

Enables Large Language Model clients to read, search, create, and update pages on any MediaWiki wiki through a set of defined tools.