Top MCP Servers

Enables natural‑language interaction with SingleStore services through an MCP server, handling OAuth authentication automatically and exposing a rich set of tools for organization, workspace, SQL, notebook, and job management.

Aggregates and indexes curated AI coding resources—MCP servers, skills, rules, and prompts—enabling one‑command search and installation across multiple AI coding platforms.

Provides programmatic creation, editing, and exporting of Microsoft Visio diagrams through a standardized API using Python and the COM interface.

Enables interaction with Algolia APIs through experimental Model Context Protocol servers written in Go.

Provides a standardized interface for AI agents to manage DataWorks cloud resources via the Model Context Protocol.

Provides an interface to interact with Descope Management APIs for searching, retrieving, and managing project‑related data directly from Claude Desktop.

Provides an MCP server that exposes Redis operations as resources and tools for LLM integration, enabling caching, key‑value storage, list, hash, set, and Pub/Sub interactions with automatic reconnection handling.

Provides up-to-date football match information—including live scores, lineups, events, odds, and league metadata—accessible through natural‑language queries via MCP‑enabled clients.

Interact with Couchbase clusters through a Model Context Protocol (MCP) server, enabling LLMs to perform CRUD operations, run SQL++ queries, and retrieve metadata directly from buckets, scopes, and collections.

Provides an MCP interface for retrieving and managing repositories, issues, pull requests, workflows, and user data from GitHub Enterprise, GitHub.com, and GitHub Enterprise Cloud, enabling seamless integration with AI tools such as Cursor and Claude Desktop.

Provides AI assistants access to Gyazo images through Model Context Protocol, exposing image resources, search, fetch, and upload tools.

Build, manage, and query relational graphs from CSV/Parquet, convert natural language to PQL, and obtain predictions, evaluations, and explanations from KumoRFM without any training.

Provides a security‑first MCP server that enables AI agents to orchestrate Ghidra, Radare2, and YARA for fully automated reverse‑engineering and malware‑analysis workflows.

Provides a workflow‑oriented debug server that parses compile and simulation logs, discovers simulation artifacts, builds testbench hierarchies, and analyzes FSDB/VCD waveforms to pinpoint failure causes.

Enables Claude AI to manipulate Scrivener projects, perform file and folder operations, manage metadata, and conduct AI‑driven content analysis and enhancement directly within the writing environment.

Provides an intelligent home automation control service that bridges MCP‑compatible AI assistants with Aqara smart home devices, enabling natural language device control, status queries, scene execution, and scheduled automation.

Provides natural‑language access to TON blockchain data, enabling balance checks, transaction lookups, trend detection, and forensic analysis through an MCP server.

Provides a Model Context Protocol server that lets large language models perform natural‑language driven operations on YDB databases.

Provides a Model Context Protocol server that interfaces with Label Studio to programmatically manage projects, tasks, and predictions via the label‑studio‑sdk.

Provides a universal interface for AI agents to retrieve Hologres database metadata and execute SQL operations, including queries, DML, DDL, and procedure calls.

Enables AI assistants to query PortOne's developer and help center documentation, retrieve channel lists, add test channels, view sub‑store information, and obtain payment histories through the Model Context Protocol.

Query and manage personal finance data locally with AI‑powered tools, offering read‑only access by default and optional write capabilities that sync directly with Copilot Money's backend.

Provides an open MCP server that aggregates public REST data from major centralized crypto exchanges, delivering listings, fee comparisons, and health status to AI assistants.

Provides a Model Context Protocol server for the Qwen Max language model, enabling seamless integration with Claude Desktop and other MCP‑compatible clients.

Provides access to Microsoft SQL Server databases via a Model Context Protocol server, enabling language models to inspect schemas and execute SQL queries through a standardized API.

Provides a collection of tools and protocols that enable AI agents to interact with Atlan services, offering asset search and retrieval capabilities via the Model Context Protocol.

Provides query capabilities for events, venues, and attractions through the Ticketmaster Discovery API.

Enables AI agents to send plain‑text or HTML emails, attach files, and manage CC/BCC via configurable SMTP settings.

Enables Claude to access, permanently cache, and semantically search your Substack and Medium essays, delivering contextual assistance for writing tasks.

Creates a virtual travel environment where an avatar moves along Google Maps routes, generates street‑view images, overlays a customizable avatar, and can report progress to Bluesky SNS—all controllable via LLM prompts.

Capture high‑quality screenshots and retrieve browser console logs from any web page using Playwright, exposed via an MCP server for AI agents.

Provides video generation and status checking via the json2video API for seamless integration with LLMs, agents, and other MCP‑compatible clients.