Discover Awesome MCP Servers

Railway MCP Server

Enables interaction with Railway cloud platform through the CLI to manage projects, services, deployments, and environments. Supports creating projects, deploying templates, managing environment variables, and monitoring logs through natural language commands.

mcp-sql-guard

Validates SQL queries via AST parsing, ensuring they are single read-only SELECTs on allowed tables with enforced LIMITs, and masks PII columns based on user roles. Provides a tamper-evident audit log and runs fully offline.

GoLatex MCP Server

Enables AI agents to read, write, and compile LaTeX projects locally, view PDF pages as images, and manage project files, with live updates reflected in a web-based editor.

Crossword MCP Server

Enables solving crossword puzzles by loading grid and clue files, registering candidate words, checking consistency, and rendering final solutions. Supports Japanese crosswords with automated solving capabilities through natural language interaction.

StockMCP

Enables AI assistants to retrieve real-time US stock market data including prices, company info, financials, and news via MCP tools, using Yahoo Finance as the data source.

Jumpseller

Manage your Jumpseller e-commerce store with AI. Create products with variants, process orders, search customers, and organize your catalog.

Blender-MCP

Connects Blender 3D to AI assistants via the Model Context Protocol, enabling natural language driven 3D scene creation, manipulation, and rendering.

Allure TestOps MCP Server

Enables natural language interaction with Allure TestOps API for managing test cases, launches, and test plans with full CRUD support and 56+ controller endpoints.

pagerduty-mcp

Enables PagerDuty incident response operations including listing incidents, acknowledging and resolving incidents, looking up on-call schedules, and listing services.

anypoint-connect

CLI + MCP toolkit for Anypoint Platform that enables deploying applications, tailing logs, pulling metrics, and managing API specs with production safety nets.

TypeScript MCP Sample Server

A sample MCP server implementation in TypeScript that demonstrates tool creation with a mock AI completion endpoint. Provides a basic example for developers to learn MCP server development patterns and tool registration.

T1D Manager

Enables Type 1 diabetes patients and caregivers to monitor real-time blood glucose from Dexcom Share, calculate insulin doses, and receive empathetic AI-powered sick day care guidance through natural language interactions.

InstantDB MCP Server

Cung cấp một giao diện chỉ đọc để truy vấn dữ liệu InstantDB với các công cụ để thực thi truy vấn và truy xuất các ví dụ dựa trên các mẫu được xác định trước.

spec-guard

A deterministic MCP server that checks project code alignment with SPEC documents through static analysis without AI involvement.

eco-mcp-app

An MCP server that provides live status updates for the Eco via Sirens game server, displaying meteor countdowns, player statistics, and world information directly within Claude Desktop. It also serves as a minimal reference implementation for building MCP Apps in Python without complex tooling.

Outlet das Cores CRM

Integrates CRM data with AI agents to manage leads, track pipeline statistics, and search price catalogs via Supabase. It enables automated lead creation, stage updates, and history tracking through natural language commands.

MCP Feedback Enhanced (Hunter Fork)

Enables interactive feedback sessions in Cursor with support for multiple chat tabs, clipboard (copy/paste images), and robust connection management across multiple windows.

jira-mcp

MCP server for Jira Cloud tailored for ALM projects with Zephyr Scale integration, enabling issue management, sprint tracking, and test step operations.

agent_mcp_thoughtflow

Unifies structured reasoning (Tree of Thoughts) with reliable task execution, enabling LLM agents to think, commit, execute, and trace cognitive provenance through a single MCP server.

Frappe MCP Server

Manage your Frappe benches and sites directly from Claude.ai through natural language, enabling operations like restarting services, listing sites, running Python scripts, and viewing logs.

TIDAL MCP: My Custom Picks

An MCP server that enables highly personalized music recommendations from TIDAL based on custom criteria, allowing users to create and manage playlists directly in their TIDAL account.

CavalRe MCP Server

Enables AI agents to execute complex DeFi strategies safely and atomically with double-entry ledger accounting and atomic basket swaps.

Enhanced Power BI DAX MCP Server

A comprehensive MCP server for Power BI DAX query execution, validation, optimization, and intelligent assistance with tools for schema analysis, template generation, and health monitoring.

eazy-ba

Captures and organizes requirements as markdown, tracks relationships between personas, requirements, use cases, and user stories.

MCP Google Server

Cung cấp khả năng tìm kiếm trên web bằng API Google Custom Search, cho phép người dùng thực hiện tìm kiếm thông qua một máy chủ Model Context Protocol.

Italian Cities MCP Server

Provides CRUD tools for managing a database of Italian cities backed by Elasticsearch. It enables AI assistants to search, create, update, and delete city records through a standardized Model Context Protocol interface.

AsyncAPI MCP Server

An MCP server for AsyncAPI that enables parsing, validation, linting, conversion, model generation, and template generation from any MCP client using stdio.

observer-launch-mcp

Gives Claude live access to your Observe tenant, enabling natural language queries about errors, logs, and metrics without writing OPAL pipelines.

VictoriaMetrics-mcp-server

VictoriaMetrics-mcp-server

MikroTik RouterOS MCP

Enables managing MikroTik RouterOS devices via natural language, with read-heavy network inspection and guarded write access across multiple routers.