发现优秀的 MCP 服务器

cortex

Cortex is a Claude Code plugin that gives Claude persistent memory across sessions. A background miner extracts durable lessons (decisions, conventions, bug fixes, preferences) from your completed sessions, stores them as markdown in an Obsidian vault, and automatically surfaces relevant ones at the start of each new session via a query-tailored briefing.

datacloud-code-mcp

A Salesforce Data Cloud MCP server using Cloudflare Code Mode, enabling agents to discover and execute Data Cloud operations via a two-step search-and-execute loop with JavaScript code.

paperops

An observability control plane for Paper's MCP that acts as a passive proxy to meter, attribute, and live-stream every tool call with budgets and a real-time dashboard.

fb-messenger-mcp

MCP server for interacting with Facebook Messenger API, enabling message sending, receiving, and management through natural language.

cybersec-mcp

Enables Claude or any MCP-compatible client to execute cybersecurity workflows like incident response, cloud audits, and pentests by calling tools with 323 prompts across 8 categories.

ai-nikechan-mcp

MCP server to perform semantic and keyword searches across AI Nike-chan's public X posts and official website, with optional AI Gateway integration and vector index hosting on Vercel Blob.

BrandKit MCP

MCP for deploying BrandKit guardrails to LLMs across your organization.

Smart Appliance MCP

Enables discovery and control of smart appliances (TVs, media devices) on the local network through natural language, supporting providers like Roku, Google TV, and Home Assistant.

nmap-mcp

A Model Context Protocol (MCP) server that provides comprehensive network scanning capabilities using nmap.

GeoWire

Unified place search and geocoding over OpenStreetMap, Google, and your own CSV data. Provider fallback, multi-provider merge + dedup, cost budgets, and a policy engine. Works with zero API keys. Tools: search_places, get_place, geocode_address, reverse_geocode, list_geo_providers.

ComOS Federation Gateway

Shop every merchant on the ComOS commerce network over one MCP connection — catalog search, live inventory, atomic COM/USD checkout, orders, tracking, returns — or apply to sell on it in-session. ~49 tools, no API key required; OAuth 2.1 for privileged scopes.

Jenkins MCP Server

Enables interaction with Jenkins to manage jobs, trigger builds with parameters, and monitor build queues. It provides comprehensive access to build histories, console logs, and organizational folder structures via the Jenkins REST API.

AI Humanizer MCP Server

Detects AI-generated content and transforms robotic text into natural, human-like writing while improving grammar, readability, and preserving key terminology.

fec-mcp

An MCP server that searches official FEC PDF rulebooks for compliance and contribution limits, and provides real-time lookups against the OpenFEC API for candidates, committees, filings, and financial data.

CodeM

Okay, to translate "Coding MCP server that does things" into Chinese, we need to consider the context and the level of formality desired. Here are a few options, ranging from more literal to more natural-sounding: **Option 1 (Literal, but understandable):** * **编码一个能做事的 MCP 服务器** (Biānmǎ yī gè néng zuòshì de MCP fúwùqì) * 编码 (biānmǎ): Coding * 一个 (yī gè): a * 能 (néng): can, able to * 做事 (zuòshì): do things, work * 的 (de): (possessive particle) * MCP 服务器 (MCP fúwùqì): MCP server This is a direct translation and easily understood, but might sound a bit robotic. **Option 2 (More natural, emphasizing functionality):** * **开发一个能执行功能的 MCP 服务器** (Kāifā yī gè néng zhíxíng gōngnéng de MCP fúwùqì) * 开发 (kāifā): Develop, develop * 一个 (yī gè): a * 能 (néng): can, able to * 执行 (zhíxíng): execute, perform * 功能 (gōngnéng): function, features * 的 (de): (possessive particle) * MCP 服务器 (MCP fúwùqì): MCP server This option uses "开发" (develop) which is more common when talking about creating software. It also uses "执行功能" (zhíxíng gōngnéng) which means "execute functions" or "perform features," making it sound more professional. **Option 3 (Most natural, focusing on purpose):** * **编写一个实现特定功能的 MCP 服务器** (Biānxiě yī gè shíxiàn tèdìng gōngnéng de MCP fúwùqì) * 编写 (biānxiě): Write (code), program * 一个 (yī gè): a * 实现 (shíxiàn): realize, implement * 特定 (tèdìng): specific, particular * 功能 (gōngnéng): function, features * 的 (de): (possessive particle) * MCP 服务器 (MCP fúwùqì): MCP server This option uses "编写" (write code) and "实现特定功能" (shíxiàn tèdìng gōngnéng) which means "implement specific functions/features." This is the most natural and professional-sounding option. **Which one to choose?** * If you want a simple, easily understood translation, choose **Option 1**. * If you want a more natural and professional translation that emphasizes the server's functionality, choose **Option 2**. * If you want the most natural and professional translation that focuses on implementing specific features, choose **Option 3**. Therefore, **Option 3 is generally the best choice** for most situations.

failmodes-mcp

MCP server that provides search and retrieval of AI system failure modes from the Fail Modes taxonomy, covering factuality, alignment, planning, and more.

shopify-graphql-admin-mcp

Enables full interaction with Shopify's Admin GraphQL API, including raw queries, schema exploration, and CRUD operations for products, collections, customers, and more.

Jira MCP Server

Provides AI assistants with tools to query, filter, and analyze JIRA issues stored in Snowflake, enabling natural language interaction with issue data.

google-tasks-mcp

Enables managing Google Tasks through natural language, including listing, creating, completing, deleting, and updating tasks.

whoop-mcp

MCP server that wraps the Whoop API v2 to let Claude Code pull workouts, sleep, and recovery data.

pymupdf4llm-mcp

MCP server for exporting PDF to markdown, optimized for LLM consumption.

Wikipedia MCP Server

An MCP server that retrieves and provides Wikipedia content for requested topics, enabling easy access to Wikipedia information directly through the Model Control Protocol.

ireal-mcp

Builds piano-friendly iReal Pro chord charts with deterministic layout, harmonic analysis, and a standalone HTML export. Provides tools to create, preview, list, and delete charts, and serves them over LAN for easy import into iReal Pro.

Netlify Serverless MCP

Demonstrates how to deploy and run Model Context Protocol (MCP) servers using Netlify's serverless functions. Provides a basic example of serverless MCP implementation with customizable URLs and automated deployment pipeline.

PWN-MCP

A CTF Pwn AI-assisted debugging platform based on MCP, enabling AI to directly interact with remote GDB and CTF services for automated heap exploitation.

Silvaco Handbook MCP

Provides AI assistants fast, bounded access to Silvaco TCAD manuals and official Deckbuild example decks via search/read tools, with full-text indexing and PDF page references.

全球海关贸易数据 MCP

提供全球238个国家/地区的进出口贸易数据查询，支持按企业名称、产品关键字、HS编码等多维度联合搜索。

Seguro Defeso MCP

Verifica o recebimento do Seguro Defeso a partir do CPF e NIS, com ferramenta somente leitura, hospedada e paga por consulta.

MCP Jupiter

镜子 (jìng zi)

swiss-statistics-mcp

Provides AI-native access to Swiss Federal Statistical Office datasets through 9 tools for querying education, population, and cross-cantonal comparisons without authentication.