发现优秀的 MCP 服务器

gib-fatura-mcp

MCP server for creating, listing, and signing Turkish e-invoices, e-producer receipts, and e-self-employment receipts on the GİB e-Arşiv portal.

ris-austria-mcp-server

Search Austrian consolidated federal & state law, court decisions, and the authentic Bundesgesetzblatt from the official RIS via MCP, keyless and supporting STDIO or Streamable HTTP.

wikijs-mcp

An MCP server for managing Wiki.js 2.x pages through its GraphQL API, enabling search, read, create, update, move, delete, version history, and asset listing.

query-layer

Exposes a metrics query API to AI assistants, allowing them to issue queries and interact with the server's tools such as ping.

mcp-server-template-ic

MCP 服务器，连接到 IC 钱包

pingen-mcp

Enables sending physical letters (including registered mail) from PDFs via the Pingen API, with tools to manage drafts, submit, track, and cancel letters.

Aiven MCP Server

Provides access to Aiven's PostgreSQL, Kafka, ClickHouse, Valkey and OpenSearch services, enabling LLMs to build full stack solutions by interacting with the Aiven ecosystem.

Refract

MCP server for rendering responsive screenshots of URLs at multiple viewports. Enables agents to capture screenshots and detect visual issues like overflow, clipped elements, and missing alt text.

LaunchTrust MCP

Scans public URLs for compliance and security issues such as leaked API keys, exposed files, missing privacy pages, and security headers, helping developers identify gaps before launch.

UKG Ready MCP

Enables interaction with UKG Ready REST endpoints for workforce management, including employees, timecards, exceptions, compensation, and saved reports via MCP.

dumate-supply-chain-mock-api

MCP server that provides mock APIs and deterministic seed data for ERP/OMS, WMS, and CRM systems, enabling supply chain data exploration and integration testing.

cloud-engineer-mcp

Fans out agent requests to AWS, Azure, and GCP MCP servers, using a local sentence transformer to surface only the 15 tools relevant to the current task, reducing context bloat.

CMS Open Payments

Enables searching the CMS Open Payments dataset for physician, company, product, and research payments using structured filters, with annual dataset discovery through the official DKAN API.

gmail-mcp

A read-only, multi-account Gmail MCP server for Claude Code that lets Claude search threads, read messages, and list labels across authorized Gmail accounts.

Research Validator MCP Server

A pure-AI cognitive extension that forces standard 3-Layer Validation to prevent hallucination in academic research.

TMD Weather MCP Server

Provides weather data from the Thai Meteorological Department (TMD) with tools for querying stations, weather by province, and summaries, deployable via Docker or remote server.

moates-mcp

Enables answering questions about Marcus Oates, a Sydney-based senior software engineer, by exposing structured data about his profile, projects, experience, skills, and interests via MCP tools, resources, and prompts.

mcp-xlsx-server

MCP server for reading and writing Excel (xlsx) files using SheetJS, providing tools to list sheets, read data, create files, add sheets, and update cells.

Simple Hono MCP Server

A lightweight MCP server built with Hono and Cloudflare Workers that provides a tool for prime factorization. It serves as a minimal implementation for deploying remote MCP servers to serverless edge environments.

mcp-scholaris

Searches and retrieves academic papers from open access sources like arXiv, Semantic Scholar, and PubMed, with full text access via arXiv PDFs, PubMed Central, and Unpaywall.

Apiverket MCP Server

Query Swedish public data from AI tools. Includes company data, SCB statistics, weather, transport, public agencies, and more through the Apiverket API.

cuttingtoolsai-mcp

Brand-neutral carbide grade cross-reference for machining. One tool, grade_xref, returns catalog-verified comparable grades across manufacturers at the same ISO application position, with provenance. Never invents a grade.

SSH MCP Server

Enables AI coding agents to securely execute shell commands on remote SSH servers with granular per-host permission controls. Automatically discovers hosts from ~/.ssh/config and exposes dedicated tools for each allowed host to ensure proper authorization before remote execution.

MCP Tool Guardian

Protects AI agents from bad tool outputs, schema mismatches, and tool poisoning by validating, sanitizing, and scoring reliability of tool responses.

neatcode-mcp

Provides deterministic AST graph queries and rule validation for AI coding agents via MCP tools, enabling structural intelligence without LLM calls.

nl-opendata-mcp

Enables accessing and querying Dutch government open datasets from CBS and data.overheid.nl, with tools for searching, filtering, downloading, and analyzing data using CSV, Parquet, DuckDB, or Pandas.

mcp-server-subito-scraper

Enables searching and scraping Subito.it classified ads via Apify, with support for categories, regions, price filters, and direct URL scraping.

quake-lens MCP server

Provides tools to fetch recent earthquake data from JMA/P2P/USGS catalogs and compute Gutenberg-Richter b-value and Omori-Utsu aftershock decay statistics using maximum likelihood estimation.

htb-hosts

Enables sudo-free management of /etc/hosts entries for Hack The Box and lab work, with a zero-dependency MCP server for AI coding agents.