发现优秀的 MCP 服务器

supergateway-pro

Provides a centralized MCP gateway with connection pooling, real-time observability dashboard, and macOS menu bar integration, enabling efficient resource usage for AI coding clients.

Markdown + Mermaid to PDF MCP Server

Converts Markdown files and standalone Mermaid diagrams into high-quality PDF or PNG documents using Puppeteer and SVG rendering. It supports custom CSS styling and provides tools for professional document generation from markdown-based content.

scholar-mcp

A FastMCP server for the scholarly citation landscape that enables LLMs to search, cross-reference, and retrieve prior art across papers, patents, books, and standards via multiple APIs.

AtlassianJira MCP Integration Server

Enables Jira integration with dynamic configuration, time logging, task creation, issue updates, and bulk imports through natural language.

ATEM MCP Server

Enables natural language control of Blackmagic ATEM video switchers via the Model Context Protocol. It allows users to manage camera switching, transitions, audio mixing, macros, and streaming operations through AI assistants.

llm-vision-mcp

A TypeScript MCP server that gives text-only LLMs image understanding through StepFun vision models.

ViewMax Studio MCP

Enables Claude to generate AI videos using ViewMax Studio's video generation tools, including prompt and script creation, smart model selection, cost preview, and task status tracking.

Aseprite Asset MCP

MCP server for creating pixel art, characters, and scenes for Aseprite, generating deterministic plans and Godot-compatible manifests.

Google Tasks MCP Server

Enables integration with Google Tasks API to create and manage tasks through OAuth 2.0 authentication. Supports listing task lists and creating new tasks with automatic token refresh.

pingrep-mcp-server

Connects AI tools to PingRep AI Representatives, enabling profile retrieval, directory search, Q&A, and contact management.

mcp-on-fire

一个用于 Fire 平台的 MCP 仓库，带有一个关于 GitHub MCP 服务器的精美 README。

findocs-mcp

An eval-first MCP server for semantic search and grounded Q\&A over financial documentation, with a CI regression gate that fails on retrieval or faithfulness regressions.

job-search-mcp

A personal job-search assistant for Claude Desktop that searches real job boards, scores each job 0–100 for fit, and displays a ranked board for fast triage.

Funnel Calibrator

Enables agents to measure product-specific funnel rates from historical order data, recalibrate cost-per-lead bounds, and audit proposed advertising decisions against corrected figures.

MCP Context Bank Server

Enables AI agents to fetch, search, and retrieve markdown content from remote Git repositories. Supports both public and private repositories with authentication, allowing AI assistants to access documentation and notes stored in Git.

CodeRecoder MCP

An intelligent code version management system based on the MCP protocol, providing AI-enhanced code snapshots, project versioning, and smart change detection for AI-assisted programming.

hotmart-mcp

An MCP server for the Hotmart digital products platform that enables management of sales, subscriptions, and products. It provides tools for listing users, processing refunds, and monitoring commissions.

Ubidots MCP Server

Enables MCP clients to interact with the Ubidots IoT platform for managing IoT devices, data, and automation through natural language.

Reef

reef is a hosted remote MCP server that gives a group shared, long-term assistant memory: a private cove per person plus shared coves for a household, a trip, or a project, stored as human-editable Markdown pages with privacy enforced by Postgres row-level security. Works from Claude (including mobile), ChatGPT desktop, and Codex at https://reefwith.me/mcp, with a CLI on PyPI (reef-cli) and

mcp-keycloak

Managing Keycloak identity and access management

garmin-mcp

Provides read-only access to your Garmin Connect health data, including sleep, HRV, body battery, stress, training readiness, and activities, through an MCP server.

listmonk-mcp-bridge

Enables AI agents to manage Listmonk email campaigns, subscribers, lists, and analytics through typed MCP tools with production safety features.

airflow-unfactor

An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides tools to read DAGs, lookup translation knowledge, validate code, search Prefect docs, scaffold projects, deploy, and generate migration reports.

continue-chat-export

Sanitizes Continue.dev session exports and reformats them as readable Obsidian chat Markdown, with MCP tools that return only metadata (paths, counts) for privacy.

mcp-witness

Cryptographic proof of every AI decision. An immutable, verifiable audit trail MCP server.

Sri Lanka Payslip

Source-backed Sri Lanka payslip tools for APIT/PAYE, EPF, ETF, stamp duty, net pay, and employer cost.

Sleep MCP Server

一个模型上下文协议 (MCP) 服务器，提供一个简单的睡眠/等待工具，可用于在操作之间添加延迟，例如在 API 调用之间等待或测试最终一致性系统。

web-search-agent

An MCP server that enables Claude Code to perform web searches via Bing, read webpage content, and get current time, with a smart search skill for structured multi-source verification.

omni-dev

Atlassian Jira/Confluence MCP server with schema-validated Markdown↔ADF roundtrips — surfaces content-model violations at conversion time instead of silently dropping panels, mentions, and layouts.

MCP SSH Server

Provides comprehensive SSH and serial console access to manage servers and network devices, including Cisco and Aruba switches, with file transfer and network diagnostics.