发现优秀的 MCP 服务器

appstore-rejections-mcp

An MCP server that gives AI assistants access to a curated database of Apple App Store rejection reasons, solutions, and real-world cases.

upvote-club-apps

Interactive MCP server for Upvote.club's public API, featuring a task progress card for get_task_status.

Leanote MCP Connector

Provides MCP tools to interact with any Leanote server, enabling authentication, notebook management, note creation, and image uploads through the Leanote web-clipper API, along with a simulated server for testing.

customerthermometer-mcp

MCP server for Customer Thermometer, enabling email-based CSAT/NPS survey reporting and sending via MCP tools.

io.github.ralfbecher/orionbelt-analytics

OrionBelt Analytics is an MCP server that analyzes relational database schemas and generates RDF/OWL ontologies with embedded SQL mappings. It provides relationship-aware Text-to-SQL with automatic fan-trap prevention, GraphRAG for intelligent schema discovery, and interactive charting -- all accessible through any MCP-compatible AI client.

YouTube Transcript MCP Server

Enables AI models like Claude to easily access and utilize subtitle data from YouTube videos by extracting transcripts from video URLs with support for multiple languages.

USAspending MCP

A free, key-less MCP server for querying U.S. federal spending data from USAspending.gov, including contracts, grants, loans, recipients, agencies, and geographic breakdowns.

open-elevation

Enables fetching terrain elevation in metres above mean sea level for a single latitude/longitude coordinate. No authentication required, part of Pipeworx gateway.

ZeroID Agent Identity

Issues accountable identities for AI agents before they interact with tools, with tools for identity management and receipt export.

Canvas MCP Server

Enables AI assistants to interact with Canvas LMS through 25 comprehensive tools. Supports course management, assignments, grades, messaging, calendar events, and file access through natural language.

mcp-cnb-cz

Provides access to Czech National Bank public data via MCP, allowing users to query CNB data without an API key.

Cerefox

User-owned shared memory for AI agents, providing a persistent, curated knowledge layer with hybrid search and cross-agent coordination via Postgres + pgvector.

Rigour MCP

Enables AI agents to self-govern by scanning code for hardcoded secrets, structural violations, and AI drift in real-time, providing fix packets for automatic remediation.

Proxell MCP Server

Implements the Proxell Exchange Protocol (PXP) to enable AI agents to autonomously discover, price, negotiate, and trade digital assets like leads, datasets, and APIs. It provides a comprehensive suite of over 90 tools for managing the full transaction lifecycle, from initial discovery to escrow and settlement.

MCP Image Resolver

An MCP server that enables AI assistants to search for royalty-free images from Pexels and Unsplash using natural language, returning structured results with metadata.

Zotero MCP Server

Enables AI assistants to search, cite, and manage research references directly from a Zotero library.

Discord Webhook MCP

A Model Context Protocol server that enables LLMs to send, edit, and delete Discord messages using webhooks. It supports text content, rich embeds, and thread interactions with strict Zod-based parameter validation.

RAP2 MCP Server

Enables AI assistants to access and search RAP2 API documentation, allowing users to query interface details, search APIs by keywords, and retrieve repository interfaces through natural language.

MCP-Mem0

A robust server for managing long-term agent memory using Mem0, providing efficient storage and retrieval of agent memories with a lightweight Python-based implementation.

codex-mcp-longrun

A local STDIO MCP server for running one bounded command and waiting for its final result, eliminating model-driven polling. Designed for builds, test suites, and other trusted foreground commands.

Ambient Home Assistant MCP

Provides secure, read-only semantic access to Home Assistant entities, areas, floors, and domain summaries for MCP clients like ChatGPT and Codex.

GIWA MCP Server

Enables AI agents to interact with the GIWA blockchain, including balance queries, contract interactions, Flashblocks preconfirmations, Dojang attestations, and UP ID resolution.

mailindex-mcp

A self-hosted mail client MCP server that indexes email in PostgreSQL, enabling AI agents to search, move, mark, delete, and draft messages with bulk operations and attachment text extraction via OCR.

yt-curator-mcp

Enables YouTube playlist curation including inventory, deduplication, merging, and deletion via MCP tools.

claude-for-abap

MCP server giving Claude (and any MCP-compatible client) live access to SAP systems via ADT for reading, searching, editing, and activating ABAP objects.

image-mcp-server

镜子 (jìng zi)

Garmin Workouts MCP Server

Enables AI agents to access Garmin Connect activities, workouts, and workout templates for querying and creating workout plans.

vite-mcp

A Vite plugin that provides MCP server capabilities, enabling MCP clients to interact with browser environments through adapters for console, cookies, storage, performance, and component tree inspection.

MCP Google Calendar Server

一个用于 Google 日历集成的模型上下文协议 (MCP) 服务器实现。直接通过 Claude 或其他 AI 助手创建和管理日历事件。 (Alternative, slightly more formal translation:) 一个针对 Google 日历集成的模型上下文协议 (MCP) 服务器的实现方案。允许直接通过 Claude 或其他 AI 助手创建和管理日历事件。

Fantasy MCP

Multi-agent parlay optimization system using CrewAI to analyze games, evaluate props, and construct optimal parlay combinations.