Top MCP Servers

Enables a one‑command setup that configures Claude Code environments, auto‑generates stack‑aware agents, slash commands, enforcement hooks, and integrates MCP servers for any tech stack.

Provides AI‑powered analysis of images and videos using Google Gemini or Vertex AI, supporting URLs, local files, and base64 inputs, and returning detailed descriptions, comparisons, object detection with annotated output, and video summarization.

Provides RDS service operations via OpenAPI, exposing tools for managing instances, querying metrics, and executing read‑only SQL through an MCP server.

Connects to HashiCorp Nomad and exposes Model Context Protocol endpoints for job, deployment, node, allocation, variable, volume, ACL, Sentinel, and cluster management via a Go‑based server.

Provides MCP endpoints to retrieve mid prices, historical candlestick snapshots, and L2 order‑book data from the Hyperliquid exchange.

Provides vector database capabilities through Chroma, enabling semantic document search, metadata filtering, and persistent storage for documents.

Provides realistic browser-like HTTP request capabilities with accurate TLS/JA3/JA4 fingerprints, enabling LLMs to bypass anti-bot measures and retrieve web content, plus conversion of PDF and HTML to Markdown for easier LLM processing.

Retrieves information from Pinecone Assistant via an MCP server, offering configurable result limits and easy Docker deployment.

Enables AI assistants to interact with Anki for creating, editing, reviewing, and managing flashcards through a Model Context Protocol server.

Provides instant, AI‑native access to the full text of 47 EU regulations, enabling developers and compliance professionals to query articles, recitals, and definitions directly from Claude, Cursor, or any MCP‑compatible client.

Provides a free, no‑auth REST endpoint that aggregates real‑time cryptocurrency news from 200+ sources, supports historical archive queries, multi‑language translation, AI‑powered analysis, and embeddable widgets.

Manages and controls SSH connections via a Model Context Protocol server, allowing AI assistants to discover hosts, execute remote commands, and transfer files using native ssh and scp tools.

Provides a Model Context Protocol (MCP) server for Algorand blockchain interactions and a client library for wallet management and transaction signing, enabling seamless integration of Algorand data and tools into LLM-powered agents.

Enables AI assistants to query and analyze Kong Konnect API Gateway configurations, traffic, and analytics through a Model Context Protocol server.

Provides database interaction and business intelligence capabilities for Microsoft SQL Server, enabling execution of queries, table management, and automatic generation of business insight memos.

Enables large language models to interact with Astra DB by exposing CRUD and query tools through a Model Context Protocol server.

Provides calendar operations via Model Context Protocol, enabling AI assistants to create and list events on CalDAV servers.

Executes AWS Athena SQL queries via a Model Context Protocol server and returns results directly to AI assistants.

Provides typed access to the CoinGecko REST API from server‑side TypeScript or JavaScript, including request/response definitions, built‑in error handling, retries, timeouts, and customizable logging.

Enables AI agents to evaluate Lisp code, make HTTP requests, and interact with Lisp debuggers through a lightweight Lisply protocol, bridging Model Context Protocol clients with Lisp‑based backends.

Provides programmatic access to Kuzu graph databases, enabling language models to retrieve schema details and run Cypher queries directly against the database.

Provides a Model Context Protocol server that enables AI clients to send emails and retrieve delivery statistics through the Mailgun API.

Provides an MCP server that enables managing Redis Cloud resources through natural language commands, allowing tasks such as creating databases, viewing subscriptions, and monitoring deployment status.

Provides real-time console access, visual debugging, design system extraction, and auditing for Figma files and plugins, supporting both cloud and local deployment.

Provides real-time stock data, watchlist management, technical summaries, and a full‑featured dashboard through a FastAPI MCP server backed by the YFinance API.

Provides a bridge between ZenML MLOps pipelines and MCP clients, exposing ZenML resources and actions through the Model Context Protocol.

An MCP server that lets you list, create, update, and delete source and destination connectors, workflows, and jobs for the Unstructured API, plus optional Firecrawl web‑crawling tools.

Provides a modern MCP server and companion browser extensions that enable reliable, multi‑instance automation across Chrome and Firefox through a single WebSocket daemon.

Enables AI assistants to control Home Assistant devices through natural language commands, offering secure authentication, rate limiting, and high‑performance streaming via the Bun runtime.

Provides IntelliSense‑like navigation, AI‑driven table and form generation, and pattern‑based code completion for Dynamics 365 Finance & Operations X++ development, exposing a searchable metadata index to GitHub Copilot.

Offers a FastAPI‑based metasearch backend that aggregates results from multiple web, academic, and developer providers, normalizes them into a stable JSON schema, and exposes both an HTTP API and an MCP server for LLM agents.

Enables large language models to query ShaderToy data and generate complex GLSL shaders through MCP tools.