发现优秀的 MCP 服务器

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.

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.

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.

Yomiracle

Host MCP Servers

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.

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.

Postmark MCP Server

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

AutoCAD Electrical MCP

MCP server and web dashboard for controlling AutoCAD Electrical 2027 via natural language, supporting MCC configurator and multiple AI backends like Claude, Ollama, or OpenAI-compatible models.

ai-search-audit

Enables auditing AI search visibility: checks site readiness for AI crawlers and measures whether ChatGPT, Gemini, and Perplexity recommend your site, including verbatim answers and citation gap analysis.

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.

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.

MCP X++ Server

A Model Context Protocol server for Microsoft Dynamics 365 Finance & Operations development, enabling object creation, modification, deletion, and inspection through MCP clients. It integrates with VS2022 and provides specialized form creation and safe object deletion features.

minimax-remaining-mcp

Lets AI agents check remaining MiniMax Token Plan quota and automatically pause themselves before hitting rate limits.

dotdog

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

cron-mcp

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

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.

SEC EDGAR MCP

A free, key-less MCP server for SEC EDGAR that provides company filings, XBRL financial facts, and full-text search directly from the SEC.

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。

cg-agent-kit

Enables AI agents to design hardware by writing C-like HDL and compiling it to Verilog, with real toolchain verification including synthesis checks.

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.

mcp-security-compliance

Integrates authoritative security compliance frameworks (ISO 27001, NIST 800-53, OWASP ASVS, NIST SSDF) into AI-assisted development, offering control lookups, cross-framework mappings, build-time guardrails, and automated audit evidence generation.

ChiCTR MCP Server

Enables querying clinical trial information from the Chinese Clinical Trial Registry (ChiCTR) by searching trials with keywords, registration numbers, or years, and retrieving detailed trial information.

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.

Solana MCP Server

镜子 (jìng zi)

TokenSaver

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

trendyol-mcp

MCP server for Trendyol Seller API providing tools to manage products, orders, claims, finances, invoices, customer questions, and webhooks.

GenomeMCP

Enables AI agents to query clinical genomics databases, retrieve supporting literature, analyze population genetics, and visualize biological pathways.