发现优秀的 MCP 服务器

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.

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.

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。

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.

google-tasks-mcp

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

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.

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.

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.

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.

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.

RyanNg

Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor, Windsurf, Claude Desktop, Claude Code, Gemini CLI, AWS's Kiro, VS Code, and Roo Code through MCP, and coding agents, such as Kimi K2.

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.

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)

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.

whoop-mcp

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

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.

OIC Monitoring MCP Server

Enables MCP clients to inspect Oracle Integration Cloud integrations, connections, runtime instances, errors, and flow logs through natural-language queries.

taxformatter-mcp-server

Parse crypto exchange CSVs (Coinbase, Binance, Kraken, +11 more) and bank statement PDFs (Chase, BofA, +11 more) into Koinly, TurboTax, CoinLedger, or ZenLedger formats. Free tier: 25 files/month, no credit card required.

Kaiten MCP

MCP server and CLI tool for interacting with Kaiten project management API, optimized for token efficiency. Enables AI assistants to search, create, update, and manage tasks with minimal token usage.

Real Estate Listing MCP

Real Estate Listing - MCP server providing AI-powered tools and automation by MEOK AI Labs

@memlane/mcp

Connects Memlane, your personal library of saved links and notes, to AI assistants via MCP. Enables semantic search, browsing, saving URLs, and managing notes and topics.

MCP Email Server

一个模型上下文协议服务器，它使大型语言模型（LLM）能够撰写和发送带有附件的电子邮件，以及在指定目录中搜索与给定模式匹配的文件。

hyper-mcp

A fast, secure MCP server that extends its capabilities through WebAssembly plugins. Enables plugins written in any language to be distributed via OCI registries and run across cloud to edge.

MCP Memory

An MCP server that gives AI assistants persistent memory across conversations, storing and retrieving user preferences and behaviors using vector search.

Grok MCP Server

Enables interaction with the Grok AI through an MCP server, supporting chat completions, text completions, embeddings, and model operations with streaming capabilities.

Amazon Security Lake MCP Server

Provides structured access to OCSF-normalized security data stored in Amazon Security Lake, enabling AI assistants to search for IP addresses, GuardDuty findings, and explore available data sources.