Top MCP Servers

Provides a Model Context Protocol interface to access Consul's service discovery, health checks, KV store, sessions, events, and other agent functionalities.

Provides current weather and a 5‑day forecast using the free OpenWeatherMap API, with configurable units and multi‑language support.

Extends the Model Context Protocol to serve any Python command‑line application, allowing CLI tools to be accessed programmatically through MCP.

Provides Unity Catalog Functions as MCP tools, enabling language models to list, retrieve, create, and delete catalog functions directly from a running server.

Provides AI assistants read/write capabilities for Microsoft OneNote notebooks, sections, and pages via the Model Context Protocol.

Provides step‑by‑step guidance for running SchemaCrawler as an MCP server, demonstrating configuration, execution, and interaction via client requests.

Provides an MCP server that enables scraping of web pages through ScrAPI, delivering HTML or Markdown output for downstream processing.

Provides real‑time risk scores (0‑100) and detailed asset holdings for blockchain addresses, domain names, and decentralized application URLs by leveraging the BICScan API.

Generate AI‑driven mock servers from OpenAPI specifications with dual‑port architecture, audit logging, performance analytics, and integrated AI testing workflows.

Provides integration with Turso databases for LLMs, supporting organization‑level and database‑level operations through a two‑level authentication system.

Search and read over 100 million offline articles from ZIM archives via a fast, API‑first knowledge server.

Generate FastMCP 3.x servers directly from OpenAPI 3.0.x/3.1.x (or Swagger 2.0) specifications, delivering production‑ready code with built‑in JWT/OAuth2 authentication, modular sub‑servers, middleware stack, Pydantic validation, auto‑generated tests and optional event store.

Provides AI coding agents with a persistent, locally stored, searchable memory of a project's codebase, drastically reducing token usage and response latency.

Provides inline review comments for markdown specifications, allowing AI agents to read and act on feedback directly within the markdown file.

Provides AI assistants with structured, type‑safe access to European Parliament open datasets—including MEP profiles, plenary sessions, committees, legislative documents, and parliamentary questions—through a secure Node.js server implementation.

Provides a local‑first searchable memory store that indexes Claude, Cursor, Cline, Telegram, Obsidian and other AI chat sessions into a single SQLite + FTS5 corpus, exposing the data to any MCP‑compatible client.

Offers a fully offline, searchable corpus of Apple’s developer documentation accessible through a command‑line interface, an MCP server, and a static website generator.

Provides MCP endpoints that expose DeepSeek chat and reasoner models, supporting multi‑turn sessions, function calling, streaming, cost tracking, thinking mode, JSON output, and optional multimodal input.

Provides 35 MCP tools for terminal control, screen reading, layout management, and orchestrating multiple AI agents such as Claude, Codex, Gemini, and Cursor within a cmux multiplexed environment.

A single MCP gateway that lazily exposes downstream tools, eliminating context bloat while supporting on‑demand discovery and dynamic provisioning.

Capture single images and manage webcam connections using OpenCV for AI assistants.

Provides integration with KubeSphere APIs, exposing workspace management, cluster management, user and role handling, and extensions through Model Context Protocol.

Enables MCP clients to perform full‑stack GitHub repository operations—issues, pull requests, branches, files, collaborators, and more—using only a personal access token, without Docker or external CLI tools.

Enables AI assistants and MCP clients to manage tasks, projects, areas, and tags in Things3 on macOS via a set of 25 specialized tools, providing automatic tag creation, error correction, and bulk operations.

Retrieve Bilibili user profiles, video details, and perform keyword video searches via an MCP server.

Provides a Model Context Protocol server that connects to the Databricks Genie API, enabling large language models to ask natural language questions, execute SQL queries, and interact with Genie conversational agents.

Integrate AI agents with Chargebee to automate billing and subscription workflows using AgentKit.

Generate editable CAD parts or assemblies directly from natural‑language prompts by leveraging gNucleus generative AI models through a lightweight MCP server.

Provides a standardized interface for running powerful LLM system optimizations, evaluations, and experiments via the Model Context Protocol.

Provides a Python wrapper for ServiceNow APIs and can operate as an MCP server, enabling programmatic interaction with ServiceNow tables, incidents, change management, CI/CD, and custom endpoints.

Provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python, facilitating AI‑assisted development of MCP tools.

Enables AI assistants to execute Apex code, run SOQL/SOSL queries, manage metadata, and automate development workflows within Salesforce orgs via the Salesforce CLI.