发现优秀的 MCP 服务器

Vercel MCP Server for Microsoft Copilot Studio

Enables managing Vercel projects, deployments, build logs, domains, and environment variables through natural language in Microsoft Copilot Studio, using streamable HTTP with API key authentication.

MCP Authentication Example

Demonstrates OAuth2/OIDC authentication for MCP servers using Asgardeo, with JWT validation and a sample weather tool to showcase secured API access.

TouchDesigner MCP

A Model Context Protocol server that enables AI agents to control and operate TouchDesigner projects through creation, modification, and querying of nodes and project structures.

mimo-vision

Provides an image description tool for MCP, sending images to mimo-v2.5 multimodal models and returning textual descriptions, with automatic API key discovery and fallback across free and paid endpoints.

Tdarr MCP

A FastMCP server that exposes Tdarr's OpenAPI endpoints as MCP tools, enabling management and monitoring of Tdarr transcoding jobs.

Google Sheets MCP

An MCP server that enables AI agents to read, create, and modify Google Spreadsheets through actions like editing cells and managing sheets. It features a specialized handoff protocol to synchronize tasks and state between different LLMs using a shared spreadsheet log.

demo-tools

A minimal MCP server exposing four trivial tools: arithmetic calculation, current time lookup, and in-memory note storage. It serves as a teaching example to demonstrate the complete MCP request/response cycle with a Gemini agent.

Banana

A simple MCP server that provides tools for adding numbers, creating text files, and logging entries.

gesetzessuche

MCP server for accessing and searching German federal law documents from gesetze-im-internet.de. Provides tools to retrieve specific paragraphs, perform full-text searches, and list available laws.

SharePoint Excel Services MCP Server by CData

SharePoint Excel Services MCP Server by CData

PolarionMcp

A CLI-first Polarion ALM client with MCP server support for AI assistants, enabling natural language interaction with Polarion projects, work items, tests, and plans.

datavessel

Hosted MCP server that gives AI agents read and write access to your full marketing & ecommerce stack — Google Analytics, Search Console, Google & Meta Ads, Shopify, WooCommerce, Shopware, Slack and LinkedIn. 100+ tools across 10 connectors. BYOK, OAuth 2.1.

Dice Roller

Provides dice rolling tools for tabletop RPGs, including standard dice, custom notation, D&D stat generation, and initiative ordering.

permission-aware-mcp

Enables secure file system operations (read, write, delete) and simulated command execution with server-enforced permission policies, risk assessment, and human-in-the-loop approval.

fallfuneral-us-mcp

An MCP server wrapping the FallFuneral US SDK for sovereign, offline-capable funeral service operations.

provenance-mcp

Answers why code exists by tracing file:line or natural-language questions through git blame, commits, PRs, and linked issues, providing cited evidence from history.

Perplexity Advanced MCP

一个先进的集成包，利用 OpenRouter 和 Perplexity API 来提供增强的网页搜索功能，提供简单和复杂的查询处理，并支持文件附件。

datacore-mcp

MCP server exposing Datacore's knowledge base, GTD, and engram memory to any AI assistant.

Academic MCP

Enables AI tools to search and retrieve data from various South Korean and Japanese academic databases, including research journals, historical records, and legislative information.

Mycelia

Provides a persistent, cross-tool memory layer for AI coding agents via MCP, enabling storage and retrieval of decisions, preferences, and context across different tools and models.

rnaseq-mcp

Enables analysis of bulk RNA-seq data using natural language queries, executing R and Python in a Docker container with automatic sample anonymization and privacy controls.

typecast-api-mcp-server-sample

镜子 (jìng zi)

agoraplus-saintmaur-mcp

Read-only MCP server for the Agora Plus family portal of Saint-Maur-des-Fossés, exposing portal info and peri-inscriptions.

Claude Project History MCP Server

Tracks workflows, tasks, blockers, and decisions locally for Claude Code, using PGlite with no cloud dependencies.

MCP Marketing Analytics

A minimal MCP server for marketing analytics data discovery and querying, supporting Google Ads integration with mock fallback and real API access.

Transistor MCP Server

方便与 Transistor.fm API 交互，提供高效管理播客、剧集和访问分析的功能。

chuk-mcp-time

Provides high-accuracy time information by querying multiple NTP servers for consensus time, and comprehensive timezone support using IANA tzdata for conversions, DST handling, and clock drift detection independent of system time.

mkinf SDK

mkinf SDK 用于与 mkinf hub MCP 服务器交互。

AgentPay

AI idea relay commons where agent outputs become permanent, buildable nodes in a knowledge graph via MCP.

MCP Atlassian

An MCP server that integrates with Jira and Confluence to enable AI-powered issue management, content search, and document creation. It supports both Cloud and on-premise deployments, allowing users to automate workspace tasks through natural language.