Top MCP Servers

Provides AI‑powered administration of Keycloak users and realms through the Model Context Protocol, enabling automated creation, deletion, and listing of users and realms from MCP clients such as Claude Desktop.

Provides fast, free real‑time web search and access to premium data from trusted media brands, enabling AI agents to retrieve news, market data, sports, entertainment, weather, and more.

Automates token swaps on Uniswap across multiple blockchains for AI agents, providing real‑time price quotes, swap execution with slippage control, and trade suggestions.

Provides Model Context Protocol tools for extracting, rendering, and querying web page content via WebScraping.AI services.

Interact with the Paddle API to manage product catalog, billing, subscriptions, and generate custom financial reports through AI assistants or AI‑powered IDEs.

Provides an MCP server that enables developers to connect to RedNote (XiaoHongShu) for creating, reading, updating, and deleting notes through a simple RESTful API.

Provides a production‑ready Model Context Protocol server that exposes Redmine data and operations to AI assistants, with built‑in security, pagination, read‑only mode, and Docker support.

Create keyframe animations from hand‑drawn Excalidraw diagrams, add timeline editing, camera moves, sequence reveals, and export to MP4, WebM, GIF, or animated SVG, with an MCP server that enables AI‑driven real‑time scene creation and live preview.

Analyzes and queries XMind mind map files, offering fuzzy search, task extraction, hierarchical navigation, link/reference extraction, multi‑file analysis, and secure directory access.

Provides access to CoinMarketCap cryptocurrency listings, market quotes, and detailed coin information for AI-powered applications.

Interact with the arXiv API using natural language to retrieve article metadata, download PDFs, perform searches, and load full texts into large language model contexts.

Provides an MCP server that lets Claude and other AI agents interact with Apple Books data, exposing functions to list collections, retrieve books, fetch annotations, search highlights, and more.

Provides LLMs with the ability to execute network measurement commands such as ping, traceroute, DNS, MTR, and HTTP across a global set of probes.

Provides LLM tools that interface with the official ClinicalTrials.gov v2 REST API, enabling fast search, retrieval, and statistical trend analysis of clinical trial records.

Orchestrates a network of asynchronous agents and streaming swarms to conduct ensemble‑consensus research, automatically creating indexed PGlite databases in WebAssembly and providing semantic, hybrid, and SQL search capabilities.

Enables AI assistants to work with documents that exceed their context window by storing content externally, providing search, code execution, evidence tracking, and recursive sub‑agents via an MCP server.

Provides local‑first access to user‑authorized Google Health API v4 data—including Fitbit and Pixel Watch—through OAuth, exposing the data to AI agents via MCP without transmitting tokens.

Creates configurable MCP servers on the fly and generates complete, runnable Python code for FastMCP services, allowing rapid prototyping and deployment of custom tool‑rich APIs.

Facilitates LLM interaction with Plane.so to list projects, retrieve details, create new issues, and update existing issues via a Model Context Protocol server.

Provides tools to fetch the latest results of a Dune query or run a Dune query on demand, returning the data as CSV‑formatted strings for seamless consumption by AI agents.

Enables MCP clients to interact with Monday.com boards, items, updates, and documents.

Provides tools to assess code and database impact using CodeLogic's software dependency data within AI programming assistants.

Provides a Model Context Protocol server that renders website screenshots using the ScreenshotOne API.

Provides semantic code search, AI‑powered prompt enhancement, planning, execution tracking, persistent memories, and advanced code review through a local‑first MCP server built on the Auggie SDK.

Provides an MCP server that lets AI assistants create, open, configure, and control RoxyBrowser instances, retrieve Chrome DevTools Protocol WebSocket endpoints, and manage proxies, accounts, and workspaces for automated browsing tasks.

Enables LLMs to interact directly with Couchbase clusters, offering a suite of tools for cluster health, schema discovery, KV document operations, query execution, and performance analysis.

Provides a markdown‑native, git‑backed knowledge graph that serves as a durable memory and handoff layer for AI agents via a seven‑verb MCP interface.

Provides a Model Context Protocol server that enables querying and retrieving threat intelligence data from OpenCTI through a standardized interface.

Provides SQL query execution and business‑intelligence capabilities over IoTDB, supporting both Tree and Table dialects, metadata retrieval, data selection, and export of results to CSV or Excel formats.

Provides MCP endpoints that enable AI models to list buckets, retrieve file lists, upload and download files, generate download links, perform image scaling and rounding, and refresh or prefetch CDN resources on Qiniu cloud.

Search documents using Vertex AI with Gemini grounding, allowing private data to improve relevance of results.

Provides tools to search Wikidata entity and property identifiers, retrieve metadata such as labels and descriptions, and execute SPARQL queries via an MCP server.