Discover Awesome MCP Servers

K8s Warning Monitor MCP

MCP server that filters Kubernetes warning/failure events and presents them to AI assistants for diagnostics. Enables AI to identify and troubleshoot cluster issues without consuming context on normal events.

twitterapi-mcp

A Model Context Protocol (MCP) server that provides access to Twitter data through the TwitterAPI.io service, enabling Claude and other MCP clients to interact with Twitter's ecosystem without requiring Twitter developer account approval.

MCP OpenMetadata

Máy chủ MCP cung cấp các API OpenMetadata

BuildAutomata Memory MCP Server

Provides AI agents with persistent, searchable memory that survives across conversations using semantic search, temporal versioning, and smart organization. Enables long-term context retention and cross-session continuity for AI assistants.

mcp-captcha-solver

Provides browser automation and reCAPTCHA v2 solving tools for AI agents, integrating Selenium and 2Captcha.

MCP App Workers Template

A production-ready template for building MCP servers on Cloudflare Workers that expose tools with interactive React-based UI widgets, demonstrating anime search functionality using the Jikan API.

obsidian-vault-mcp

An MCP server that enables Claude Desktop to read and write an Obsidian vault hosted on a VPS, using SSH or HTTP transport with OAuth authentication.

Google Sheets MCP Server

Enables reading and writing Google Sheets using API key or service account, with support for public and authenticated access.

Company API MCP Server Template

A template for building Model Context Protocol servers that connect to company REST APIs using FastMCP, providing authentication handling, error management, and example tools for common API operations.

Perplexity AI Server

Máy chủ này cung cấp quyền truy cập vào Perplexity AI API, cho phép tương tác thông qua trò chuyện, tìm kiếm và truy xuất tài liệu trong các hệ thống dựa trên MCP.

Shortcut MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho phép tương tác với công cụ quản lý dự án Shortcut (trước đây là Clubhouse), cho phép người dùng xem và tìm kiếm các dự án, câu chuyện, sử thi và mục tiêu, cũng như tạo các mục mới thông qua ngôn ngữ tự nhiên.

airplanes-live-mcp

Enables real-time aircraft tracking from Claude Desktop using the airplanes.live API, supporting searches by callsign, registration, hex ID, and position.

doctree-mcp

Enables agentic document retrieval over markdown, CSV, and JSONL using BM25 and tree navigation, without vector databases or embeddings, allowing AI agents to search, browse, and retrieve structured document sections.

MCP Mingdao

A minimal MCP server template demonstrating basic tools, resources, and prompts functionality built with Smithery SDK.

Zoo MCP Server

Enables interaction with Zoo's CAD and 3D modeling APIs through natural language, including executing KCL code and accessing Zoo's design tools.

chimeralang-mcp

Provides Claude with 44 tools for confidence gating, typed outputs, hallucination detection, and constraint enforcement during conversations.

docforge-mcp

Enables complete Office document lifecycle management for AI agents, including creation, editing, conversion, and templating of DOCX, XLSX, PPTX, PDF, and EML files.

Oracle Eloqua MCP Server by CData

This read-only MCP Server allows you to connect to Oracle Eloqua data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

research.md

MCP server that enforces evidence-graded, phase-gated, peer-reviewed research workflows for AI agents to conduct rigorous decision-making.

loaditout-mcp-server

MCP server for discovering and installing AI agent skills from Loaditout. Search 20,000+ security-gradedMCP servers, check A/B/C/F grades, get install configs, and browse trending skills and curated packs.

Unilytics MCP Server

Marketing analytics MCP server with 21 tools for SEO, keyword research, backlinks, competitors, content audits, page speed, and Google Search Console data.

Engineering Drawing Estimator

An MCP server for counting electrical and communication symbols in engineering PDF drawings, supporting symbol detection, candidate review, and export of markup and quantities.

Registry MCP

A Model Context Protocol server for assisting users in registering their MCP servers, knowledge graph components, and other biomedical tools to the BioContextAI registry.

Boxtalk Data MCP Server

Provides tools for interacting with SQL Server databases, enabling users to retrieve paginated table data, inspect schemas, and count records. It features enforced pagination and secure configuration options to manage database operations efficiently through natural language.

code-verify-mcp

An MCP server for verifying AI-generated code quality, security, and performance, addressing trust gaps in AI coding assistants.

toni-mcp-server

A TypeScript MCP server boilerplate providing example tools and resources for rapid development and testing of Model Context Protocol servers.

mcp-server-google-vision

Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of scanned documents, handwriting, and images.

wpa-mcp

MCP server analyzing Windows ETW (.etl) traces — 54 tools spanning CPU/wait stacks, image-load gaps, file/disk/mmap I/O, VirtualAlloc, network, registry, ALPC, DPC/ISR, CLR (GC/JIT/alloc/exception/contention), NT heap, and any user-mode ETW provider. Domain-neutral; works on any Windows trace.

KAIROS MCP

Enables AI agents to store and execute reusable protocol chains with persistent memory and deterministic execution.

mcp-server-memos

Enables to interact with Memos note-taking service, allowing search, creation, retrieval, and updating of notes through natural language.