发现优秀的 MCP 服务器

Doccler MCP Server

Enables AI assistants to interact with the Doccler documentation platform, allowing users to query, create, search, generate, publish, and organize documents directly from their IDE.

ns-hpc

Provides a secure, sandboxed interface for LLM agents to interact with HPC clusters via bubblewrap isolation, managing workspaces and executing commands locally or through Slurm.

MCP Lambda Server

一个 Node.js 包，为 AWS Lambda 函数提供模型上下文协议 (Model Context Protocol) 服务器基础设施，并通过服务器发送事件 (Server-Sent Events) 提供流式响应功能。

gacha-daily-mcp

Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architecture with vision and action models, configurable through a web dashboard.

bbkt

A Bitbucket CLI and MCP server written in Go for managing workspaces, repositories, pull requests, pipelines, issues, and source code. Supports stdio and HTTP transport.

MCP Server Demo

A minimal Model Context Protocol server demo that exposes tools through HTTP API, including greeting, weather lookup, and HTTP request capabilities. Demonstrates MCP server implementation with stdio communication and HTTP gateway functionality.

aijobsboom-x402

x402-gated data API (Cloudflare Worker) plus an MCP server wrapper serving aggregate weekly stats from the aijobsboom.com skilled-trades job board — trade counts, perk flags, scrub-rule counts. $0.01/$0.10 USDC per call, no raw job listings.

Voice MCP

Enables voice interaction with Claude Code through local speech-to-text (Whisper) and text-to-speech (Supertonic), allowing verbal input/output without external API calls.

outreach-mcp-server

MCP server that provides tools for cold email outreach, including checking contact history, drafting personalized emails, and retrieving performance summaries from past outreach data.

MCP Simulator

A universal MCP server that dynamically generates and simulates actions for any query, maintaining state between sessions.

sanitized-db-mcp

Enables SQL query sanitization by rewriting queries at the AST level to prevent PII/PHI exposure, acting as a proxy between AI agents and PostgreSQL databases.

Security-Use MCP Server

Enables AI assistants to scan project dependencies and Infrastructure as Code files for security vulnerabilities and misconfigurations. It also provides automated fixing capabilities to remediate identified security issues.

Personal Memory MCP Server

A self-hosted MCP server providing persistent memory for AI tools, allowing them to remember, recall, and manage information across sessions using a SQLite database.

Gmail MCP Server

Connects to Gmail accounts to search emails, retrieve full email content, and parse receipts from services like Swiggy, Zomato, and Uber with read-only access.

FrugalFinder

Enables AI agents to submit wishlist items with budgets and use cases, retrieve and list wishlists, and trigger value-focused deal scans through the FrugalBot analyzer.

Databento MCP

A Model Context Protocol server that provides access to Databento's historical and real-time market data, including trades, OHLCV bars, and order book depth. It enables AI assistants to perform financial data analysis, manage batch jobs, and convert market data between DBN and Parquet formats.

Eidolon

Privacy-first OSINT scanning MCP server that aggregates ~25 sources into a risk report, running locally with no data leaving your machine.

figma-mcp

Enables AI coding agents to access Figma files and prototypes, allowing them to retrieve design data and assets directly.

YouTube Knowledge Base MCP

Builds a searchable knowledge base from YouTube video transcripts with hybrid semantic and keyword search. Allows LLM assistants to search, organize, and retrieve timestamped information from videos you've watched.

agenticscope

A read-only MCP server that provides AI agents with live, structured workspace awareness, including project listing, git status, and budgeted context packing, minimizing token usage.

confluence-dc-advops-mcp

MCP server providing advanced operations for Confluence Data Center, including page moving, storage file management, and space template syncing.

Speikzeug

用于自动化数据处理和系统匿名化的，集成了 MCP 服务器的现代化工具集。

second-brain

Provides a Docker container for managing markdown notes with semantic search and an MCP server to expose brain tools to AI clients like Claude.

ironscales-mcp

MCP server for Ironscales — phishing incident management, email classification, and remediation

databid

Agent-native company intelligence. AI agents search and retrieve structured, verified company context (certifications, capabilities, capacity, lead times) for manufacturing & supply chain via 5 MCP tools.

MCP Password Generator

Generates secure random passwords and memorable passphrases with customizable options including length, character types, emojis, and automatic strength evaluation using zxcvbn scoring.

slurm-mcp

An MCP server that gives AI coding assistants direct access to Slurm HPC clusters for job submission, file management, and shell access.

elasticsearch7-mcp

Enables MCP clients to connect to and interact with Elasticsearch 7.x clusters through natural language, supporting search, indexing, mappings, templates, cluster health, and optional diagnostic or destructive tools.

Open Paper Trading MCP

Provides AI agents with tools for paper trading stocks, options, ETFs, and bonds, including advanced options strategies and risk analysis, using real market data without financial risk.

JobNimbus MCP Remote Server

Enables remote access to JobNimbus CRM through Claude Desktop with 48+ tools for managing jobs, contacts, estimates, and advanced analytics. Features zero-storage security architecture where API keys are never stored on the server.