发现优秀的 MCP 服务器

small-mcp

A minimal FastMCP server in Python demonstrating all four MCP primitives with tools for arithmetic, word counting, time, and logging, resources for server info and code snippets, and prompts for summarization and code review.

@igoforth/polymarket-mcp

MCP server exposing 47 Polymarket API tools for AI assistants. Covers the full Gamma, CLOB, and Data APIs plus a fluent MarketBuilder for multi-source queries.

Smart Cities MCP Server

Enables AI agents to interact with IoT device data from a smart city, including public lighting, water, and gas meters. Supports querying and management via the Model Context Protocol.

amem

Provides persistent memory for AI coding tools, allowing them to remember corrections, decisions, and preferences across sessions and different tools.

CrustAPI MCP

Provides Google search across multiple surfaces, webpage scraping, and business reviews retrieval via the CrustAPI endpoint.

DCL Evaluator

Tamper-evident cryptographic audit trail for LLM outputs. Compliance logging for AI agent decisions.

MCP Refchecker

MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and CrossRef.

LifeOS Plugin

An MCP server integrating 40+ workflow skills for personal productivity, project management, health, finance, and more, powered by Convex and FalkorDB.

Cloud Run MCP Server

Enables MCP-compatible AI agents to deploy applications to Google Cloud Run by providing tools for deploying code, listing services, and managing Google Cloud projects.

Smartlead MCP Server

For "smaertlead mcp server for Campaign", a possible translation in Chinese is: **用于 Campaign 的 Smartlead MCP 服务器** Here's a breakdown: * **Smartlead:** (Direct transliteration) Smartlead * **MCP server:** MCP 服务器 (MCP fúwùqì) - MCP server * **for Campaign:** 用于 Campaign (yòng yú Campaign) - used for Campaign / for Campaign Therefore, the complete translation is: **用于 Campaign 的 Smartlead MCP 服务器**

SSH Linux Control

Enables remote Linux VM management via SSH with automatic safety checks for destructive commands, supporting password authentication and sudo operations.

literateMCP

用于管理学术文献的服务器，具备结构化笔记和组织功能，专为与 Claude 的无缝交互而设计。使用 SQLite 构建，以实现简洁性和可移植性。

cro_ac_cadastro

Consulta em fonte oficial o cadastro do Conselho Regional de Odontologia AC por meio de uma ferramenta somente leitura, funcionando com qualquer cliente MCP via HTTP sem credenciais da plataforma.

klipper-docs-mcp

Provides local search and git-synced access to Klipper 3D printer documentation.

ed-mcp

An ed(1)-inspired MCP server that provides a single-character command protocol for managing Git repositories, GitHub actions, and Fravia web searches. It is optimized to minimize LLM token usage while performing version control and search tasks through concise POSIX shell scripts.

RISEN Prompt Engineering MCP Tool

A Model Context Protocol server that helps users create, validate, and optimize AI prompts using the RISEN framework (Role, Instructions, Steps, Expectations, Narrowing).

@lodd/mcp-server

First-party web analytics MCP server for AI agents, providing 42 tools to query traffic, events, funnels, conversions, sources, and performance data.

MCP OpenFoodTox

Enables natural language querying of EFSA's OpenFoodTox database containing 8,006 chemical substances with toxicity data, safety assessments, risk limits, and genotoxicity studies for food additives, pesticides, and contaminants.

LYRAIOS

LYRAI 是一个多人工智能代理的模型上下文协议（MCP）操作系统，旨在通过使人工智能应用程序能够与金融网络和区块链公链交互来扩展其功能。该服务器提供一系列高级人工智能助手，包括区块链公链操作（SOLANA、ETH、BSC 等）。

fundgraph

An MCP server that gives investment teams an entity-resolved knowledge graph of people and organizations, enabling graph-based retrieval like warm introductions and relationship analysis from scattered data sources.

strands-mcp

Scrapes and indexes Strands Agents documentation into Elasticsearch, providing a searchable MCP server for Amazon Q and other AI assistants.

ph-civic-data-mcp

An MCP server providing real-time access to Philippine government data including earthquakes, weather, typhoons, procurement, population, and air quality. It enables AI agents to query multiple official Philippine data sources through a unified interface for research and analysis purposes.

mcp-ical

5 ICS / iCalendar tools for Claude. Generate, parse, and one-click-add events to Google/Outlook.

addsign-mcp

Enables AI assistants to send documents for e-signature, track signing status, remind pending signers, and download signed PDFs with audit-trail hashes via the AddSign API.

RAGStack-Lambda

Serverless document and media processing with AI chat. Upload documents, images, video, and audio — extract text with OCR or transcription — query using Amazon Bedrock.

@tarasrushchak/jira-mcp-server

MCP server for Jira and Confluence integration with 32 tools for managing tickets, sprints, boards, worklogs, and Confluence pages.

Oracle EPM Cloud MCP Server

Connect AI agents to Oracle EPM Cloud (Planning, PBCS, EPBCS) via REST APIs. Automate month-end close, run business rules, manage substitution variables, refresh databases, export data slices, and monitor job status through natural language. Built by Fred Mamadjanov, Oracle ACE and EPM Solution Architect.

Pressroom MCP Server

Enables headless execution of the full Pressroom pipeline via MCP, including scouting, generating, auditing, publishing content, and managing SEO, analytics, and team workflows through natural language prompts.