发现优秀的 MCP 服务器

IndiaQuant MCP Server

Provides real-time Indian stock market analysis, including live price tracking, technical indicators, and options Greeks calculations for NSE/BSE securities. It also enables news-based sentiment analysis, market scanning for NIFTY 50 stocks, and virtual portfolio management.

secretsminter

A self-hosted MCP server that mints, places, and rotates cloud secrets (e.g., Cloudflare, GitHub, Supabase) without exposing secret values to the agent, using a signed destination allow-list and self-maintaining rotation.

DuckDB MCP Server

Enables AI assistants and IDEs to execute SQL queries on local DuckDB databases, in-memory databases, or cloud-stored databases with support for flexible connections and configurable result limits.

K8s Observability MCP

Enables exploration of Kubernetes metrics, logs, traces, and service graph data via simple tools.

mcp-http-proxy

一个 HTTP/SSE 代理服务器，用于使用 stdio 的模型上下文协议 (MCP) 应用程序。 支持通过 HTTP 发送原始 JSON-RPC 命令，并实现直接的 stdio 通信，无需 MCP SDK。

mcp-email-server

镜子 (jìng zi)

mobile-release-mcp

MCP server for managing mobile app releases on App Store Connect and Google Play. It exposes 101 tools for iOS and Android release lifecycle and reacts to EAS/GitHub webhooks automatically.

wwebjs-mcp

MCP server exposing WhatsApp Web REST API (wwebjs-api) as ~149 automated tools, enabling AI agents to send messages, manage sessions, and interact with WhatsApp through natural language.

remote-mcp-server-authless

Deploy a stateless remote MCP server on Cloudflare Workers without authentication, enabling tool calls via MCP protocol.

Postmark MCP Server

Enables sending and managing emails via Postmark, including email delivery with templates, template listing, and delivery statistics.

dynamic-context-mcp

A Model Context Protocol (MCP) server that injects 'Just-in-Time' context into AI conversations based on file paths and glob patterns.

Yomiracle

Host MCP Servers

siraya-mcp-worker

A Cloudflare Worker MCP server that exposes SIRAYA model discovery and invocation tools to MCP-capable agents.

Anaconda MCP

Exposes conda environment management tools to MCP-enabled AI coding assistants, enabling them to create, modify, and delete environments and packages on your machine.

Emotion Engine

Local-first stdio MCP server for agent relationship-continuity state: PAD mood, affective pulse, trust, decay, and boundary signals kept beside factual memory.

RepoRescue MCP

Clones and inspects public GitHub repositories to extract evidence like manifests, dependencies, and version hints, and can run allow-listed repos in isolated Docker containers for reproducible verification.

dotdog

Enables AI agents to query and traverse spec genomes via MCP tools, providing structured access to entities, relationships, and graph data.

FLUX MCP Server

Exposes Replicate's FLUX image generation models to Claude, enabling text-to-image generation, image variations, inpainting, and edge-guided creation with 6 different FLUX models.

cron-mcp

Enables scheduling prompts with cron expressions and receiving webhook POSTs to callback URLs.

gpkg-mcp

A knowledge graph MCP server for Moleculer and Go microservice projects that scans codebases, extracts service metadata, seeds Neo4j, and exposes tools for LLM clients to query and understand service architecture.

TokenSaver

MCP server that reduces token usage for AI coding agents by providing structural code outlines and minification for .NET projects.

weather-mcp-server

A minimal MCP server that provides weather data using Open-Meteo API, designed as a teaching tool for improving AI agent tool interfaces.

MCSManager MCP Server

Enables management of Minecraft servers through the MCSManager API. Supports executing server commands, checking player status, retrieving server information, and controlling game settings like weather.

Apple Health Shortcuts MCP

Enables AI to read-only access Apple Health data (current status, sleep, trends) via a Cloudflare-deployed MCP server, using iPhone shortcuts to sync data.

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

Gemini RAG MCP Server

Enables creation and querying of knowledge bases using Google's Gemini API File Search feature, allowing AI applications to upload documents and retrieve information through RAG (Retrieval-Augmented Generation).

Publer Gateway MCP

One safe MCP doorway into every Publer workspace you manage. It provides workspace-aware social scheduling tools with preview and explicit approval workflows for teams managing multiple brands or clients.

Memos MCP Server

一个用于 Memos API 的模型上下文协议 (MCP) 服务器，具备搜索、创建、检索和标签列表功能。

Solana MCP Server

镜子 (jìng zi)

ai-memory-core

A 68-tool MCP server providing persistent memory, error tracking, decision logging, task orchestration, and multi-modal AI generation for coding agents like OpenCode and Claude Code.