发现优秀的 MCP 服务器

Backendless Console SDK MCP Server

Enables AI assistants to manage Backendless applications, including databases, users, files, and API services, through natural language commands, with support for OAuth2 authentication and hosted endpoints.

threadline-core

MCP server providing structured continuity memory for AI coding agents, tracking decisions, open loops, and session state in local SQLite. Enables agents to resume work from verified state across sessions without replaying transcripts.

OCR MCP Service

Enables AI agents to recognize and extract text from images using PaddleOCR, supporting both file paths and base64 input with structured results including confidence scores and text positions.

WCAG Color Contrast MCP Server

Enables accurate WCAG color contrast checking and accessibility analysis by calculating actual contrast ratios between color pairs, checking compliance levels, and analyzing luminance values for web accessibility.

Prompt Learning MCP Server

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

BurpSuite MCP Server

BurpSuite MCP 服务器：一个强大的模型上下文协议 (MCP) 服务器实现，用于 BurpSuite，提供对 Burp 核心功能的编程访问。

signal-mcp

Enables querying Signal Desktop chats and messages by reading the encrypted SQLite database directly, providing tools for listing chats, searching messages, and running read-only SQL queries.

PowerPoint MCP Server

一个服务器，使人工智能助手能够创建和编辑 PowerPoint 演示文稿，其功能包括添加各种幻灯片类型、表格、图表，以及通过 Stable Diffusion 生成的人工智能图像。

Podbean MCP Server

An MCP server that enables managing podcasts through the Podbean API via natural language conversations, including episode management, analytics, and podcast information retrieval.

Fictional Cats MCP

Enables AI models to retrieve random or specified numbers of fictional cats with names, descriptions, and images.

Tax Client Intake & Appointment Optimization MCP Server

Streamlines tax professional workflows by automating conversational client intake and generating personalized document checklists based on specific tax situations. It includes tools for calculating case complexity and routing clients to appropriate specialists to optimize appointment throughput.

vigil-fraud-alert-mcp

Real-time fraud detection and AML compliance with 13 tools. PEP screening, sanctions checks, transaction monitoring, risk scoring for fintechs.

Telegram MCP Server

用于 Telegram 聊天机器人的 MCP 服务器。

local-code-intel-mcp

Provides code intelligence by indexing source code into SQLite and offering MCP tools for symbol search, flow tracing, and context retrieval to assist with code navigation and understanding.

Sauce Demo Cypress Tests

这是一个将 Playwright 与 MCP 集成的实验性项目。我的计划是进行深入研究，了解集成的复杂性，并回顾网络上最好的文章，以创建使用这两种技术的最佳版本项目。

axone-mcp

🤖 Axone 的 MCP 服务器 – AI 驱动工具的数据宇宙的门户

dokploy-mcp-server

A comprehensive MCP server for Dokploy that provides 14 action-based tools covering the full DevOps lifecycle with minimal token usage. It enables AI assistants to manage projects, applications, databases, domains, servers, and more through a unified interface.

browser-ocr-mcp

Extracts text from images and browser screenshots locally using Tesseract.js, without sending image data to the LLM.

MCP Feedback Collector

A modern Model Context Protocol (MCP) server that enables AI assistants to collect interactive user feedback, supporting text and image-based responses.

GSTD A2A MCP Server

Enables AI agents to participate in a decentralized network, earn GSTD tokens by performing computational tasks, and communicate via the A2A protocol.

Shrike Security MCP Server

Protects AI agents from threats like prompt injection, jailbreaks, and SQL injection through a multi-layer scanning pipeline. It also enables PII redaction and rehydration to ensure data privacy during LLM interactions.

Super Windows CLI MCP Server

一个命令行界面服务器，提供对 Windows 环境的无限制系统访问，并具有 SYSTEM 级别的权限，从而可以完全控制文件、进程和配置设置。

MCP S3 File Uploader

Enables secure file uploads to Amazon S3 with progress tracking and presigned URL generation. Provides automatic UUID-based file naming and time-limited access URLs for uploaded files.

MCP LLMS-TXT Documentation Server

一个开源的 MCP 服务器，为 Cursor、Windsurf 和 Claude 等应用程序提供访问 llms.txt 文档文件的能力，允许用户控制和审计上下文检索。

gitlab-ci-mcp

MCP server for GitLab CI/CD — pipelines, jobs, schedules, branches, tags, merge requests and repository files. Works with any GitLab (SaaS gitlab.com or self-hosted) via python-gitlab.

TabSplitAI

Splits AI coding workflows into plan, implement, review, and evaluate steps, routing each to a different AI subscription to manage costs and prevent budget overuse.

Tmux MCP Server

使 Claude Desktop 能够与 tmux 会话内容进行交互和查看，从而允许 AI 助手读取、控制和观察终端会话。

Watch the tutorial video on how to create an MCP server from

Torobjo MCP服务器是模型上下文协议（MCP）的一个强大实现，用于产品搜索和Instagram分析。它与Torob API集成以进行产品搜索，并从Instagram提取标题，具有模块化设计，易于使用且性能优化。

patchwork-os

MCP bridge server for patchwork-os. Boots a stdio-HTTP bridge with MCP introspection over /mcp, supporting tools/list and the full MCP protocol over HTTP.