发现优秀的 MCP 服务器

forge-lab-mcp

MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

FastMCP Tools Calculator

A demonstration MCP server that provides calculator functionality through both stdio and FastAPI implementations. Enables users to perform mathematical calculations via MCP tools using the FastMCP framework.

BookStack MCP Server

Enables interaction with BookStack knowledge management systems through the BookStack API. Supports searching, reading, creating, and updating documentation content with secure authentication and dual transport modes for flexible deployment.

Image Processing MCP Server

A comprehensive Model Context Protocol (MCP) server that provides 39 professional image processing tools including basic operations, geometric transformations, color adjustments, filter effects, and advanced batch processing capabilities.

garmin-givemydata

Downloads all your Garmin health and fitness data into a local SQLite database and exposes 45 MCP tools for AI analysis, enabling assistants to query sleep, training load, HRV, and more.

MCP Web Research Agent

Enables a local AI assistant to search the web via DuckDuckGo, fetch and extract readable text from web pages, and save research notes as Markdown files to a chosen directory.

Remote MCP Server on Cloudflare

A serverless deployment for Model Context Protocol (MCP) on Cloudflare Workers that enables AI agents to use custom tools without authentication requirements.

tapscript-mcp

MCP server for reading, writing, and compiling music notation, enabling multi-agent collaboration on scores without conflicts.

rfq-sales-dashboard

Provides read-only dashboards and queries for KAMs, zone managers, and VP Sales over an Azure Postgres RFQ pipeline, accessible via MCP/SSE or REST API.

AI Image Generator MCP Server

Generates web images using AI via ModelScope FLUX model, supporting multiple image types and custom prompts.

stillos-swap-mcp

Non-custodial Solana swap routing with best-price execution, flat 0.25% fee, and built-in on-chain scam checking for token safety.

parquet_mcp_server

镜子 (jìng zi)

Project Manager MCP

Enables AI agents to manage projects, epics, and tasks with atomic locking, real-time dashboard, and multi-agent coordination.

naver-mcp

Naver Search API + Datalab API MCP server with 19 tools for Korean web search and trend analysis.

sandbox-mcp

Enables secure execution of bash, Python, and Node.js code in isolated Firecracker microVMs with configurable timeouts and no network access.

Interactive MCP

Enables AI assistants to request user input through interactive popups in VS Code, supporting button selections, text inputs, and confirmation dialogs. This system allows for seamless human-in-the-loop interactions without interrupting the conversational flow.

jmeter-mcp

Integrates Apache JMeter with AI assistants to run and manage load tests through natural language. It enables users to execute test plans, parse results, inspect test structures, and compare performance metrics across different runs.

NotebookLM MCP with Audio

Custom MCP server for NotebookLM that adds audio source upload, YouTube source ingestion, source readiness polling, and transcript export, complementing standard Q&A and audio overview tools.

MCP Server App

An MCP server with LangGraph agent integration that enables AI agents to use custom tools and external APIs for dice rolling, web search, social content creation, and GitHub access via STDIO transport.

Prefeitura SP São Paulo: DSV Digital

MCP server for querying official data from São Paulo's DSV Digital. Read-only, works with any MCP client.

homelab-mcp

MCP server giving AI assistants full control of a Proxmox homelab, enabling management of VMs, containers, Docker projects, media stack, and monitoring via natural language.

Codex MCP Sidecar

A local MCP server that lets Claude Code start, resume, and wait for Codex app-server sessions while humans inspect live sessions from a terminal.

Apple Apps MCP

Local macOS MCP server and setup app for Apple apps

cyclops

A security MCP proxy that monitors and blocks data exfiltration between AI agents and their tools by detecting toxic flows (untrusted → sensitive → egress) deterministically with zero LLM calls in the decision path.

MGO — Multi-chain Gas Optimizer

Compare real-time gas prices across up to 9 EVM chains and get the cheapest-chain recommendation. Pay-per-call via x402 (USDC on Base). No API key.

hive-mcp

Integrates Jira and Sourcegraph, enabling LLMs to retrieve and comment on Jira issues and perform code searches using Sourcegraph.

GroundMemory

An MCP-native, local-first memory server that gives AI agents persistent, structured memory across sessions and tools, enabling them to maintain identity and context without reconfiguration.

FAST-NUCES Flex Student Portal MCP Server

Connects AI assistants to the FAST-NUCES Flex Student Portal, enabling students to query their academic data including attendance, marks, transcript, and fee reports through natural language conversations.

TokenScope

A Model Context Protocol server that enables token-aware directory exploration and file analysis for LLMs, helping them understand codebases through intelligent scanning and reporting.

rm-mcp

Enables AI assistants to read, search, and traverse your reMarkable tablet library, including handwritten notes via OCR, turning it into a second brain.