发现优秀的 MCP 服务器

mite MCP Server

Model Context Protocol server for the mite time tracking API, enabling time entries, stopwatch, customers, projects, and services management through natural language.

NCTR Alliance MCP Server

Enables AI agents to discover and interact with the NCTR Alliance rewards program, including bounties, earning rates, tier progression, promotions, and impact engine communities.

langmuir-probe-mcp

MCP server for Langmuir probe IV curve analysis, offering 21 tools for preprocessing, feature extraction, mode detection, and visualization of low-temperature plasma data.

Ziwei Astrology MCP Server

Enables generation of detailed Chinese Ziwei Doushu (Purple Star) astrological charts with geographic location support and true solar time conversion. Provides tools for geocoding locations, converting Beijing time to apparent solar time, and creating comprehensive astrology readings based on birth information.

parliamentary-nlp-mcp

MCP server that audits Brazilian parliamentary speeches for hate speech and offensive language using a fine-tuned BERTimbau classifier, returning classification, confidence, and human review recommendations.

mnemo

Enables AI agents to have persistent, self-managing memory with bi-temporal supersession, timely forgetting, and recall under a limited context window, using MCP protocol.

FastMCP Boilerplate

A starter template for building MCP servers with FastMCP, providing testing, linting, formatting, and NPM publishing setup.

fallgo-mcp

MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources, enabling text classification and state folding in any MCP client.

click-mcp

将 Click 命令行界面变成 Minecraft 服务端，只需一行代码。

AI MCP ServiceNow

A Model Context Protocol server that integrates with ServiceNow instances, allowing users to utilize AI tools within ServiceNow without writing code.

business-days-mcp

A server for business day arithmetic and SLA calculations, supporting holidays for ~150 countries, plus cron and recurrence-rule parsing.

Tabduct

Enables CLI coding agents to interact with your live browser tabs via MCP, using your real sessions and cookies without a sandbox.

VA Form Generation MCP Server

Provides tools for auditing and fixing scaffolded VA forms to ensure they follow best practices and VA.gov content standards. Enables automated validation, agent prompt generation, and orchestration of form fixes across any vets-website workspace.

OneMap MCP Server

Provides comprehensive access to Singapore's OneMap APIs, enabling AI assistants to perform location searches, routing, and coordinate conversions. It features over 35 tools for accessing thematic layers, population statistics, and public transport data.

Obsidian MCP Agent

A custom MCP server that cleans up raw notes into properly formatted, cross-linked notes in an Obsidian vault using Claude Desktop.

MCP Calendar Server

An ADT-based calendar management system that enables users to create, update, and organize events by category with integrated stamina tracking functionality.

UniMCPSim

A universal MCP simulator that dynamically simulates API interfaces for various products, facilitating development and testing.

odata-mcp-proxy

A config-driven MCP server that exposes OData and REST APIs as MCP tools, enabling AI assistants to query, manage, and monitor SAP backends through natural language.

mcp-novel-calc

Provides calculations for novel writing including dates, traditional units, currency, travel time, and growth rates, helping AI avoid arithmetic errors in fiction.

SSE MCP Server with JWT Authentication

一个模型上下文协议服务器，通过 SSE 传输暴露多个 AI 工具，并采用基于 JWT 的安全认证，支持动态工具注册和会话管理。

arena-hero-mcp

MCP server that connects AI clients to the arena-hero game's browser-stored exploration data via WebSocket, enabling queries for resource and obstacle coordinates.

mcp-excel

Enables AI agents to analyze Excel files through atomic operations like filtering, aggregation, and grouping without loading raw data into context.

orca-mcp

Wraps the OrcaSlicer CLI to enable AI agents to slice 3D models, run parameter sweeps, and analyze G-code.

Instagram MCP Server

Enables AI assistants to interact with Instagram by scraping profiles, posts, reels, DMs, and business insights through a robust, DOM-agnostic browser orchestration engine that bypasses Instagram's anti-automation measures.

memento-mcp

Memento is a local-first MCP server that gives AI coding agents durable project memory — facts, decisions, patterns, and architecture notes — so they stop re-learning the same context every session. Runs locally on Node.js 18+ with SQLite storage and optional cloud embeddings; works with Claude Code, Cursor, Windsurf, and any MCP client.

xiaozhi-mcp

A local MCP server framework for connecting custom tools to the xiaozhi AI voice agent, with built-in calculator and web search (via SerpApi) tools.

MGnify MCP Server

Enables interaction with MGnify metagenomics resources and tools through the Model Context Protocol. Provides access to MGnify's API for querying and analyzing metagenomic datasets and related biological information.

AIOps MCP Servers

AIOps 的 mcp 服务器。

Mattermost S MCP

Enables sending messages to Mattermost channels through webhooks via MCP protocol. Supports multiple webhook channels with simple YAML configuration and integrates seamlessly with Claude Desktop.

yandex360-mcp

MCP server that enables AI assistants to interact with Yandex 360 organization services, currently supporting Yandex Wiki for reading, editing, and searching pages.