发现优秀的 MCP 服务器

mcp-metricflow

A Model Context Protocol (MCP) server that provides MetricFlow CLI tools through both SSE and STDIO interfaces, enabling users to query metrics, list dimensions, and perform other MetricFlow operations via natural language.

bug-bounty-hunter

Automates bug bounty hunting across Web2 and Web3 platforms, performing recon, vulnerability scanning, Solidity audits, and report generation.

Wedding Planner MCP Server

A Model Context Protocol server that connects AI assistants to a Google Sheets wedding planner template for managing wedding budget, guest list, schedule, and more through natural language.

@deitum/testops-mcp

MCP server for Allure TestOps that enables searching, reading, and writing test cases, authoring and importing test suites in Markdown, managing launches, and retrieving project statistics, all scoped to a single configured project.

Universal Spec Architect

Enforces a rigorous spec-driven engineering workflow for AI coding assistants, requiring requirements, design, and task planning before any code is written.

MCP Weather Agent

An MCP server that exposes geocoding, current weather, and multi-day forecast as typed, structured tools for AI agents via the Open-Meteo API.

MCP Confluence

A Model Context Protocol (MCP) server for integrating Confluence with OpenCode. Seamlessly search, read, create, and update Confluence pages directly from your AI coding agent.

arxiv-mcp

Provides tools to search for arXiv papers, retrieve full-text HTML content via ar5iv, and download papers as PDFs. This server enables LLMs to find and interact with scientific research literature through a standardized interface.

Claude Session Logger

A local MCP server that records completed tasks to daily JSONL files and promotes substantial work to a cumulative weekly Markdown worklog, providing persistent, searchable logs of AI-assisted productivity.

GDrive MCP Server

Enables Claude to perform comprehensive read and write operations on Google Docs, Sheets, and Drive folders. It supports file management, content searching, and provides resource access via custom URI schemes for seamless project context integration.

lazy-media-mcp

Local MCP server that compresses images and videos, extracts video frames, and prepares media for AI vision agents by returning file paths instead of inline base64.

lattice

Provides bounded repository context and edit-grant MCP tools to coding agents such as Codex, indexing local repositories and enabling fingerprint-checked patch application.

Pane

Hand a human a rich interactive UI by URL from any MCP client and get structured data back — forms, approvals, surveys, pickers, editable lists. Round-trip human-in-the-loop for agents.

@toolpipe/mcp-server

MCP server providing 35 developer utility APIs (JSON formatting, code review, password generation, etc.) for AI agents like Claude.

Jumpserver MCP Server

mcp-jumpserver 是 JumpServer 的模型上下文协议 (MCP) 服务器实现。

anki-mcp

Self-hosted MCP server connecting AI assistants like Claude to Anki for AI-assisted flashcard generation and sync. It supports multi-tenant, authenticated operations to add, search, and analyze cards in real Anki collections.

Maestro MCP

用于 Maestro 的 MCP 服务器 (Yòng yú Maestro de MCP fúwùqì)

MCP PDF Reader

A server that provides tools for reading and processing PDF documents, allowing users to list available PDFs and extract their content in Markdown format.

mcp-roblox

MCP server to access Roblox user data including badges, created games, and presence information. Part of Pipeworx gateway.

routeros-inspector-mcp

A constrained, read-only MCP server for MikroTik RouterOS inventory inspection and policy-backed audits.

Infinigen MCP Server

Enables AI assistants to generate photorealistic 3D scenes, indoor environments, and individual 3D assets procedurally using Infinigen. Supports various export formats and computer vision annotations for generated scenes.

CustomGPT MCP Server

A full-featured MCP server providing seamless access to CustomGPT.ai APIs, enabling agent and conversation management through MCP-compatible clients.

TmuxControlLib MCP Server

Enables Claude to control tmux sessions, manage windows and panes, and search/extract text from terminal output.

Launch Engine

Agentic pipeline that transforms ideas to revenue — for solo founders and bootstrappers.

PsMCP - MCP Server for Photoshop

A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.

Super Productivity MCP Server

Enables Claude to interact with Super Productivity's local REST API for task, project, and tag management, including CRUD operations, status checks, and daily planning prompts.

memory-mcp

An MCP server that stores project memory in Supabase, allowing AI tools to persist context, notes, and decisions across sessions. Enables Claude Code, Codex, and similar assistants to maintain long-term project continuity through persistent memory storage.

budget-mcp

A lightweight MCP server for managing personal finances locally. It allows users to log transactions, view summaries, manage categories, and interact with their budget via any MCP-compatible LLM client.

EvidenceBound DataHub Gate

This MCP server provides fail-closed governance for DataHub data agents by implementing a Read Context → Restricted AST Gate → Tamper-Evident Proof Pack → Native DataHub Write-Back loop. It verifies dataset identity, schema, and lineage evidence against candidate contracts, binds claims to evidence, and appends VERIFIED or BLOCKED receipts back to DataHub through the official native update_description MCP mutation.