发现优秀的 MCP 服务器

MCP LaTeX Server

Enables AI assistants to create, edit, and validate LaTeX documents through a standardized protocol with support for multiple document classes and package management. It provides tools for document structure analysis and file organization to streamline the generation of professional academic papers.

Bayarcash MCP Server

Enables AI-powered payment management for Bayarcash, allowing users to create payment links, check transaction status, and manage Malaysian payment methods (FPX, DuitNow, e-wallets) through natural language.

Unicode Puzzles MCP

Creates and manages encoded messages using zero-width characters and advanced Unicode steganography techniques, enabling quantum-themed puzzle generation with hidden secrets.

wmpf-mcp

Connects to WMPFDebugger's CDP WebSocket to enable AI-assisted debugging of Windows WeChat Mini Programs, providing tools for JavaScript evaluation, script inspection, breakpoints, debugger control, and network inspection.

whoop-mcp

Self-hosted MCP server connecting Claude to your WHOOP data via the official API, enabling queries for recovery, sleep, cycles, workouts, and profile.

Swedish Data Protection MCP

Query Swedish data protection data — regulations, decisions, and requirements from IMY — directly from Claude, Cursor, or any MCP-compatible client.

cml-mcp-server

MCP server for Cisco Modeling Labs (CML) that enables building, managing, and running network labs through MCP tools, wrapping the CML Python SDK for lab/topology CRUD, node/link management, and configuration.

Joplin MCP Server

Enables AI assistants to manage Joplin Notes through the Web Clipper API, supporting note creation, updates, search, notebook organization, and tag management.

powerbi-mcp-proxy

A self-hosted MCP server that proxies MCP clients to Power BI, using your own Entra tenant and Azure subscription. It enables DAX queries, workspace listing, and dataset management while preserving user-specific row-level security.

superops-mcp

An MCP server for SuperOps PSA/RMM, enabling MSPs to manage tickets, assets, clients, and field technician operations through SuperOps's API.

notra

Enables LLM clients to manage posts, brand identities, integrations, schedules, chats, and skills through the Notra API.

portainer-mcp

Enables managing Docker containers and Portainer resources through natural language, supporting stack deployment, container operations, and environment monitoring.

ACA PoC MCP Tools Server

Provides financial audit reporting and ledger query tools for AI agents, enabling generation of compliance, risk, and transaction reports and querying of transaction data, balances, and summaries from an in-memory SQLite database via MCP.

Hubble AI for Solana

哈勃人工智能 MCP 服务器 (Hā bó rén gōng zhì néng MCP fúwùqì)

Neural-Stimulus

An MCP server that provides persistent semantic memory for LLMs by building a concept graph with vector search. It enables storing, linking, and retrieving concepts across conversations using Turso vector search and 256-dimensional embeddings.

Labellerr MCP Server

A Model Context Protocol (MCP) server that provides a comprehensive interface to the Labellerr SDK for managing annotation projects, datasets, and monitoring operations through AI assistants like Claude Desktop and Cursor.

vcf-ops-mcp

Provides authenticated read-only access to VMware Cloud Foundation Operations inventory, metrics, alerts, report definitions, targets, and skills via Streamable HTTP, with a durable audit trail and an admin UI.

figma-mcp-server

Enables developers to extract and organize Figma design files, including complete node data (tree structure and images) for AI understanding and code generation.

Codex Vault

MCP server for browsing Obsidian-compatible Markdown vaults, searching notes, viewing backlinks and knowledge graphs, and adding selected content to chat context.

onenote-mcp

Enables natural language interaction with Microsoft OneNote to manage notebooks, sections, and pages, including creating and searching pages via the Microsoft Graph API.

Xverum mcp

Find and enrich the right people from 750M professional profiles. Search by role, seniority, skills, industry, and location in plain English. Pull profiles with work history, education, and seniority, then see who's likely to change jobs next with Next Move Signal. Built for AI products and agents: sourcing candidates, building lead lists, and mapping markets and accounts.

Jira MCP

A one-click Jira integration for AI coding tools like Claude Desktop, Cursor, and VS Code, enabling create, read, update, move, comment, and search operations on Jira tickets directly from the assistant.

stateless-mcp-scale-demo

Demonstrates a stateless MCP server workflow for purchase requests, using signed request handles to maintain state across load-balanced replicas without session stickiness.

x402-stellar-kit/mcp

Enables HTTP 402 payment protocol interactions on Stellar, allowing payment intent probing, guarded paid fetches, and budget status queries.

Expense Tracker MCP

Enables AI assistants to add, retrieve, and categorize expense records through structured MCP tools, with data stored in SQLite and deployable remotely for natural-language expense management.

bdjobs.mcp

MCP server that fetches BDjobs profile data using Puppeteer and exposes a tool to retrieve the full profile text given user ID and log ID cookies.

no-crd

Enables AI agents to dynamically spawn, route to, and manage ephemeral containerized sandboxes on Kubernetes without requiring Custom Resource Definitions or cluster-level operators.

Lowtoxgear MCP Server Suite

Provides tools for searching and filtering low-tox products on the Lowtoxgear storefront, and scanning product barcodes to analyze ingredients against chemical rules and condition-specific flags.

CodeSense MCP

Provides semantic code intelligence to help users search, navigate, and analyze entire codebases using plain English. It enables Claude to perform architectural overviews, bug detection, and refactor suggestions through local semantic search and keyword indexing.

digital-twin-mcp

Exposes digital twin device data capabilities as MCP tools, allowing MCP clients to query device status, read real-time metrics, fetch time-series data, and check alerts. Includes a simulated PLC driver with a clean interface for connecting real devices via OPC-UA, Modbus, or gateway APIs.