Top MCP Servers

Provides a local MCP server implementation for Starwind UI, enabling AI assistants such as Claude, Windsurf, and Cursor to interact with Starwind UI components through a set of ready‑to‑use tools.

Provides a Model Context Protocol server that enables AI agents to explore Unity Catalog metadata, perform lineage analysis, and execute SQL queries within Databricks.

Provides seamless access to two‑factor authentication codes and passwords for AI agents, enabling automated login while maintaining security.

Provides a set of tools that enable Large Language Models to read, search, and manipulate Git repositories, supporting both read‑only and write operations through a Model Context Protocol server written in Go.

Provides current weather, historical weather ranges, and timezone‑aware current datetime for specified cities using the free Open‑Meteo API.

Provides comprehensive MCP services that integrate Dumpling AI’s data APIs, web scraping, document conversion, AI agents, knowledge‑base management, and secure JavaScript/Python execution.

Enables AI assistants to retrieve detailed technology stack information for any website through the BuiltWith API.

A simple JSON document store offering CRUD operations and field‑based sorting, designed to run as an MCP server for integration with AI tools.

Provides a Python SDK to interact with TiDB for unified vector, full‑text, and hybrid search, including automatic embeddings and transaction support.

Provides comprehensive web performance, accessibility, SEO, and security audits using Google Lighthouse, enabling AI agents to evaluate and improve websites.

Provides AI‑driven assistance for Xilinx Vivado FPGA development by automatically parsing reports, diagnosing critical warnings, and generating remediation Tcl commands.

Provides standardized tools for LLMs to interact with Redis key-value stores, enabling set, get, delete, and list operations via the Model Context Protocol.

Provides hourly and daily weather forecasts via the AccuWeather API for Model Context Protocol (MCP) integration with language models.

Upload videos to YouTube through an AI‑powered MCP integration that keeps OAuth credentials private and requires no CLI interaction.

Enables querying, writing, and managing InfluxDB resources through the Model Context Protocol, offering organized endpoints for organizations, buckets, measurements, and Flux queries.

Enables popular agent frameworks, including MCP, to integrate with Maton APIs via function calling, providing TypeScript support and a ready‑to‑run MCP server.

Provides an interactive UI popup for user input, file and image attachment, and emits a structured tag‑based output that AI agents can consume directly.

Orchestrates multiple AI agents locally to plan, implement, test, review, and iterate on code while enforcing TDD and integrating SonarQube, all without incurring per‑token API fees.

Provides market research, TAM/SAM calculations, industry analysis, and business intelligence through 28 integrated tools and eight economic data sources.

Enables natural‑language querying, creation, and updating of Fibery workspace entities via an MCP‑compatible LLM client.

Extracts text and performs OCR on images, PDFs, and Microsoft Office documents, converts documents to Markdown, and retrieves structured key information in JSON format.

Provides fast, local‑first code indexing and search across dozens of programming languages, enabling LLMs and developers to retrieve symbols, definitions, and code snippets with sub‑100 ms latency.

Provides an MCP server for SAP ABAP Development Tools (ADT) that enables full CRUD operations, JWT/XSUAA and service‑key authentication across SAP BTP ABAP Cloud and on‑premise ECC/S/4HANA systems.

Render GLB/glTF avatars directly in the browser, attach an LLM‑driven brain with memory, emotions and tool use, register the agent on‑chain, and embed it anywhere as a lightweight web component or widget without requiring plugins or server‑side uploads.

Control and program a Commodore 64 – either real C64 Ultimate hardware or the VICE emulator – from an AI client using a unified MCP interface that exposes memory, graphics, sound, disk, printer and system operations.

Provides dual‑perspective analysis that alternates between actor (creative/empathic) and critic (analytical/evaluative) viewpoints, delivering balanced performance assessments and actionable feedback.

Exposes iFlytek AI workflow capabilities through an MCP server, enabling MCP clients to call and orchestrate workflows programmatically.

Extract, search, and retrieve comprehensive metadata from PDF files with customizable options, async processing, and built‑in file size protection.

Provides a unified MCP endpoint that queries public SearXNG instances, parses HTML results, and returns them as a clean JSON array.

Provides fast, reliable retrieval‑augmented generation and semantic search via the Model Context Protocol, allowing agents to query Vectara corpora and receive generated answers together with source passages.

Manage OPNsense firewalls through conversational AI, providing network configuration, device discovery, DNS filtering, HAProxy setup, and backup/restore via simple commands.

Edit images in GIMP via natural‑language commands, enabling AI agents to drive GIMP operations through the MCP interface.