发现优秀的 MCP 服务器

Twilio Microvisor MCP Server

An MCP server that enables communication with Twilio's Microvisor API, allowing interaction with IoT devices managed by Twilio's Microvisor through natural language.

SettleMesh

Deploy and monetize agent-built apps from one MCP. Ship a full-stack app (login, database, usage billing) with one command, then charge the signed-in end user per API call via X-Settle-Payer (end-user-pays: cost times markup, app owner earns the markup).

DentOps Copilot

An MCP-native agentic copilot for dental practices that orchestrates multiple MCP tools to analyze X-rays, pull patient history, generate drafts, and propose recalls, streaming results live to a React dashboard.

ACL2 MCP Server

Enables interaction with the ACL2 theorem prover through 15 tools for theorem proving, expression evaluation, persistent session management, and proof debugging.

pagespeed-insights-mcp

MCP server for measuring web performance with Google PageSpeed Insights, providing median scores with uncertainty and real-user data. It offers tools for scores, diagnostics, and comparisons to identify regressions.

crispasr-agent-transcriber

Local-only transcription server for MCP agents, powered by CrispASR. Transcribes audio/video files without cloud uploads, supporting English and Chinese.

SecretVault MCP

Bounded egress gateway & secret proxy for AI agents and applications, enabling safe credential injection into upstream requests while keeping raw secrets out of LLM prompt contexts.

Map Traveler MCP

一个 MCP 服务器，在 Google 地图上创建一个虚拟旅行环境，允许用户引导虚拟形象进行旅行，并提供照片报告和社交网络集成。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器，旨在 Google 地图上构建虚拟旅行环境，使用户能够操控虚拟化身进行旅行体验，并支持照片报告和社交网络整合。

map-server

A minimal MCP server built on the official Python SDK, running over Streamable HTTP. It provides demo tools (echo, add) and a time resource for testing MCP clients.

agent-commerce-protocol-mcp

MCP server for e-commerce operations including product catalog management, cart/checkout, and Stripe integration, with built-in EU AI Act compliance.

Visum Thinker MCP Server

Provides structured sequential thinking capabilities for AI assistants to break down complex problems into manageable steps, revise thoughts, and explore alternative reasoning paths.

Mcp Server Docker

好的，这是一个使用 Docker 创建 Minecraft (MCP) 服务器的示例： **Dockerfile:** ```dockerfile FROM openjdk:17-slim # 设置工作目录 WORKDIR /app # 下载 Minecraft 服务器 JAR 文件 (请替换为最新版本) RUN wget https://piston-data.mojang.com/v1/objects/84194a277db3d86080a99d8dc001263030b9a7ff/server.jar -O minecraft_server.jar # 设置环境变量 ENV EULA=TRUE # 暴露 Minecraft 服务器端口 EXPOSE 25565 # 启动 Minecraft 服务器 CMD ["java", "-Xms2G", "-Xmx2G", "-jar", "minecraft_server.jar", "nogui"] ``` **说明:** * **`FROM openjdk:17-slim`**: 使用基于 Debian 的 OpenJDK 17 镜像作为基础镜像。 选择 `slim` 版本可以减少镜像大小。 确保选择与你的 Minecraft 服务器版本兼容的 Java 版本。 * **`WORKDIR /app`**: 设置容器内的工作目录为 `/app`。 * **`RUN wget ...`**: 下载 Minecraft 服务器 JAR 文件。 **重要:** 你需要从 Mojang 官方网站获取最新的服务器 JAR 文件链接，并替换这里的 URL。 `piston-data.mojang.com` 是官方下载源。 * **`ENV EULA=TRUE`**: 自动接受 Minecraft 的 EULA (最终用户许可协议)。 **重要:** 在使用 Minecraft 服务器之前，请务必阅读并理解 EULA。 * **`EXPOSE 25565`**: 声明容器暴露 25565 端口，这是 Minecraft 服务器的默认端口。 * **`CMD ["java", "-Xms2G", "-Xmx2G", "-jar", "minecraft_server.jar", "nogui"]`**: 定义容器启动时执行的命令。 * `java`: 调用 Java 运行时环境。 * `-Xms2G`: 设置初始堆大小为 2GB。 * `-Xmx2G`: 设置最大堆大小为 2GB。 根据你的服务器需求和可用内存调整这些值。 * `-jar minecraft_server.jar`: 运行 Minecraft 服务器 JAR 文件。 * `nogui`: 以无图形界面模式运行服务器。 **构建镜像:** 1. 将上面的 `Dockerfile` 保存到一个目录中 (例如 `minecraft-server`)。 2. 打开终端，进入该目录。 3. 运行以下命令构建 Docker 镜像： ```bash docker build -t minecraft-server . ``` 这会创建一个名为 `minecraft-server` 的 Docker 镜像。 **运行容器:** ```bash docker run -d -p 25565:25565 -v minecraft_data:/app minecraft-server ``` **说明:** * **`-d`**: 在后台运行容器。 * **`-p 25565:25565`**: 将主机的 25565 端口映射到容器的 25565 端口。 这样你就可以通过主机的 IP 地址和 25565 端口连接到 Minecraft 服务器。 * **`-v minecraft_data:/app`**: 创建一个名为 `minecraft_data` 的 Docker 卷，并将其挂载到容器的 `/app` 目录。 这会将 Minecraft 服务器的数据 (例如世界数据、配置文件) 持久化存储在卷中。 即使容器被删除，数据也不会丢失。 你可以将 `minecraft_data` 替换为你想要使用的卷名。 如果你想将数据存储在主机上的特定目录中，可以使用 `-v /path/to/host/directory:/app`。 * **`minecraft-server`**: 指定要运行的镜像名称。 **重要注意事项:** * **EULA:** 请务必阅读并理解 Minecraft 的 EULA。 * **内存:** 根据你的服务器需求和可用内存调整 `-Xms` 和 `-Xmx` 参数。 * **端口:** 确保你的防火墙允许通过 25565 端口的流量。 * **版本:** 始终使用最新的 Minecraft 服务器 JAR 文件。 * **数据持久化:** 使用 Docker 卷来持久化存储 Minecraft 服务器的数据。 * **配置:** 你可以通过修改 `server.properties` 文件来配置 Minecraft 服务器。 该文件位于 `/app` 目录中 (在容器内)。 你可以通过 `docker exec -it <container_id> bash` 进入容器，然后编辑该文件。 `<container_id>` 可以通过 `docker ps` 命令找到。 * **资源限制:** 考虑使用 Docker 的资源限制功能 (例如 CPU 和内存限制) 来防止 Minecraft 服务器占用过多的系统资源。 **示例 `docker-compose.yml` (可选):** 如果你想使用 Docker Compose 来管理你的 Minecraft 服务器，可以创建一个 `docker-compose.yml` 文件： ```yaml version: "3.8" services: minecraft: image: minecraft-server ports: - "25565:25565" environment: EULA: "TRUE" volumes: - minecraft_data:/app restart: unless-stopped volumes: minecraft_data: ``` 然后，运行 `docker-compose up -d` 来启动服务器。 这个例子提供了一个基本的 Minecraft 服务器 Docker 镜像和容器的设置。 你可以根据你的具体需求进行修改和定制。

Huly MCP Server

Enables interaction with Huly workspaces via WebSocket API to manage projects and issues with correct field mapping. It allows users to create and list issues while automatically resolving project-specific task type IDs for accurate data synchronization.

OpenCTI MCP Server

Provides tools to interact with the OpenCTI platform, including checking if a campaign exists.

Claude Code MCP Server

A server that allows LLMs to run Claude Code with all permissions bypassed automatically, enabling code execution and file editing without permission interruptions.

mcp-bitbake

A deterministic MCP server for BitBake and Yocto that allows users to search, scan, and parse recipe files. It enables the extraction of raw variable assignments from .bb and .bbappend files without performing variable evaluation.

openmesha-mcp

Enables MCP clients to manage and orchestrate autonomous agents, budgets, and multi-agent workflows within the OpenMesha agentic operating system.

PlanningCopilot

A tool-augmented LLM system for the full PDDL planning pipeline, improving reliability without domain-specific training.

linear-mcp

Enables AI agents to manage Linear issues, projects, teams, and more via the Model Context Protocol.

asset-management

A local, read-only MCP server (plus CLI) over your own stock/ETF transaction log. A deterministic core computes drawdown-first risk with bootstrap confidence intervals and validates targets with walk-forward verdicts. The assistant narrates, but the number fence makes it structurally impossible for the model to produce a figure.

Amper MCP Server

Enables natural language-driven DeFi operations including swaps, lending, bridging, and onchain transactions across multiple protocols via MCP-compatible clients.

toolbox-mcp

Enables AI hosts to call deterministic tools such as echo, add, reverse, read/write files, and a C++-implemented two_sum via the MCP stdio interface.

MCP Python REPL Server

Provides interactive Python REPL capabilities with persistent sessions, virtual environment support, package management via uv, and development tools like testing, linting, and code formatting for Python projects.

mysql_mcp

A production-grade MCP server that connects Claude to multiple MySQL Docker containers on a VPS, with built-in SSH tunnel management and security features.

Íon MCP

Connect your Íon account to Claude, ChatGPT, and AI agents via Open Finance Brasil to query balances, statements, credit card bills, and investments in natural language. Read-only and regulated by the Central Bank.

mcp-server-lightning-exec

Enables MCP-compatible assistants to execute Python code, files, and notebooks on Lightning.ai GPU Studios (T4, L4, A10G, A100, or CPU) without local GPU hardware.

dotnet-coverage-mcp

An MCP server that gives AI assistants direct access to .NET test-coverage tooling, enabling them to run tests, parse Cobertura XML, identify uncovered branches, diff coverage between runs, and append test code.

sift-mcp

Read-only MCP server that exposes deterministic NTFS timestomp detection tools for autonomous forensic triage, with architectural guarantees against evidence modification.

MCP Blender

Enables LLM clients like Claude to control Blender remotely, including scene inspection, object creation/modification, and Python code execution, via a socket-based MCP server.