发现优秀的 MCP 服务器

GISGP GIS Tools

Free remote MCP server for GIS/ArcGIS Online automation — coordinate/EPSG conversion, GeoJSON validation and geometry operations, ArcGIS FeatureServer inspection (feature count/query, schema, health check), and Shapefile/KML/GPX/WKT format conversion. Works with public ArcGIS layers without a token;

mcp-server-atlassian-jira

An MCP server for interacting with Atlassian Jira, enabling issue management, attachments, and other operations via natural language.

airkorea-forecast-alert-mcp

Enables querying Korean air quality forecasts, weekly ultrafine dust forecasts, high-concentration PM2.5 forecasts, particulate matter alarm statuses, ozone advisories, and yellow dust advisories from the AirKorea OpenAPI.

Nullcone MCP Server

Provides real-time threat intelligence for AI agents, enabling checks on IPs, domains, URLs, hashes, CVEs, prompt-injection payloads, and malicious AI-skill/MCP-tool definitions against a free database of 890K+ IOCs.

Heron

Security scanning for AI agent skills, MCP servers, and agent prompts, returning signed trust scores and detailed findings.

My First MCP

A tutorial MCP server that provides basic utility tools including time queries, arithmetic calculations, random number generation, string manipulation, and server information retrieval.

MonadicSharp MCP Server

Provides Claude with expert knowledge on MonadicSharp's Railway-Oriented Programming patterns and a tool to generate idiomatic code snippets.

Award Flight Daily MCP Server

Official Industry Standard MCP for Travel Awards, Points, and more. Search award flight availability across multiple airline loyalty programs, find sweet spots, check transfer partners, and get market stats all via MCP.

roadmap-skill

Enables AI agents and humans to collaboratively plan and manage tasks with a shared kanban and dependency graph, all stored locally.

zuar-portal-mcp

Enables natural language management of Zuar Portal instances, including authoring HTML blocks, building pages, managing data sources, queries, themes, and users, with versioned and revertible changes.

DevRev MCP Server

A Model Context Protocol server that enables searching, retrieving, creating, and updating issues and tickets using DevRev APIs.

DB2ST MCP

A horizontally scalable Model Context Protocol server for exposing shipment tracking (and other data sources) as authenticated MCP tools, starting with DB Schenker's public tracking endpoint.

shared-context-cache-mcp-server

MCP server for shared context caching with trust verification -- AI agents share and verify computed results to reduce token cost and increase reliability.

Trae Rules Generator MCP

An MCP service that automatically generates and manages rule files for Trae AI projects, allowing users to create, read, update, and customize project rules based on project type and features.

Maasy MCP

MCP server for Maasy AI Marketing Copilot

rei-verify

A verification infrastructure and MCP server that specializes in refutation (negation) rather than generation, providing tools for counterexample search, Lean verification, and audit chains with a 4-value verdict system.

TransBench

TransBench is a translational research agent that takes free-text clinical observations, decomposes them into biological axes, generates falsifiable hypotheses grounded in PubMed evidence, and designs reproducible computational experiments with concrete datasets for Claude Science.

Tavily MCP Server

Provides AI assistants with real-time web search capabilities, intelligent data extraction from web pages, website mapping, and web crawling through Tavily's API.

Veeam Intelligence MCP Server

Extends Veeam Intelligence to MCP-compatible clients, enabling secure, real-time operational insight across Veeam Backup & Replication, Veeam ONE, and VSPC via natural language or AI workflows.

ahk-mcp

AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code execution.

webhook-verify

Provides timing-safe, replay-resistant webhook signature verification for Stripe, GitHub, Slack, Shopify, and Twilio, returning valid/invalid with precise failure reasons.

elasticsearch-logs

Read-only MCP server for Elasticsearch log querying. Enables natural language search, filtering, context retrieval, and aggregation of logs.

Analysis MCP

Provides cognitive tools for critical thinking and multi-perspective analysis of current affairs through structured prompts, including claim deconstruction, perspective comparison, and analysis through 9 analytical lenses (historical, economic, geopolitical, etc.).

OSS MCP Server

一个模型上下文协议服务器，它使大型语言模型能够直接上传文件到阿里云对象存储服务（OSS），支持多个OSS配置和指定的上传目录。

GPTZero MCP Server

Enables AI-generated text detection using the GPTZero API. Provides confidence scores and detailed analysis to identify whether text was written by humans or AI, with multilingual support.

ViBo MCP Server

Provides persistent memory (L1/L2/L3 encrypted), web-search savings, and thread memory for AI agents, enabling token savings and context retention across MCP clients.

e-gov-law-mcp

MCP server wrapping the e-Gov law API v2 to search and retrieve Japanese law data, including law lists, revision histories, full text, attachments, and keyword search.

AgentBridge MCP Server

Enables AI agents to discover, validate, and call actions from web apps through the Model Context Protocol, using a manifest of structured, permissioned actions.