Discover Awesome MCP Servers

🔍 🤖 🌐 Ollama Chat with MCP

这个应用程序演示了如何在本地模型聊天中使用 MCP 服务器和客户端，通过 Ollama 实现，并结合了通过 Serper 进行的网页搜索。

VibeSharing MCP Server

Connects AI coding assistants to a team prototype hub for deploying, sharing, and gathering feedback on prototypes, with context sync across sessions.

🧠 MCP Server: Local AI Tooling with Python

好的，这是将 MCP 服务器读取 CSV 文件的翻译： 一个读取 CSV 文件的 MCP 服务器。 (Yī gè dúqǔ CSV wénjiàn de MCP fúwùqì.) This translates to: "An MCP server that reads a CSV file."

Kanta MCP Server

A Model Context Protocol server that enables AI assistants to interact with Kanta API for managing clients, users, persons, and accessing risk summaries and firm information.

make-mcp-server

Enables AI assistants to search 200+ Make.com modules, validate and auto-heal blueprints, and deploy automation scenarios directly to Make.com via API.

MCP Think Tool Server

一个模型上下文协议服务器，为 Claude 提供一个专用空间，用于在复杂的解决问题任务中进行结构化思考，从而帮助提高其推理能力。

Baidu Cloud AI Content Safety MCP Server

A server that provides access to Baidu Cloud's content moderation capabilities for detecting unsafe content, allowing applications like Cursor to check text for security risks.

News Feed MCP

Enables users to access up-to-date news through RSS feeds and read full article content. It provides a Model Context Protocol interface for fetching and interacting with news from various platforms.

Botany MCP

Remote MCP server for authoritative plant information from the VicFlora API. Enables searching plants, fetching profiles, finding occurrences near a point, and looking up botanical terms.

rakuten-mcp

MCP server for Rakuten APIs. Search products, books, hotels, and rankings across Japan's largest e-commerce platform.

Cloud VM MCP

Manages and views virtual machines across multiple cloud providers (AWS, Azure, Alibaba Cloud). Enables AI assistants to list, inspect, and control VMs through a unified MCP interface.

Loki MCP Server

一个 MCP 接口，允许 AI 助手使用 LogQL 查询和分析 Grafana Loki 日志，并支持身份验证和各种输出格式。

touchdesigner-mcp

MCP server that lets Claude drive a running TouchDesigner instance to create operators, wire them, set parameters, run arbitrary Python, and introspect the td API.

1688 Scraper MCP

Enables AI-powered 1688 wholesale sourcing with intelligent product search, price breakdown, genuine reviews, and supplier background checks, including anti-crawler support.

Ramp Developer MCP Server

Enables AI assistants to access Ramp's developer documentation and API schemas through natural language queries. Provides contextual answers about API endpoints, authentication methods, data relationships, and implementation patterns for developers building on Ramp's platform.

DingDawg Governance

Fail-closed AI agent governance — approve or block agent actions in real time, score compliance risk, and generate tamper-evident receipts. Free tier: 10 governed actions/day. Upgrade for unlimited + Ed25519-signed audit receipts.

NPM MCP Server

镜子 (jìng zi)

qualixar/superlocalmemory

Persistent AI memory MCP server with 4-channel retrieval (semantic, BM25, entity graph, temporal). 74.8% on LoCoMo benchmark with zero cloud dependency. Works with Claude, Cursor, VS Code Copilot, and 17+ AI tools. EU AI Act compliant. MIT license.

Blue Perfumery MCP Server

A Model Context Protocol server that provides AI assistants with access to Blue Perfumery's perfume collection data, enabling users to search, compare, and purchase fragrances through natural language interactions.

CreatorDB MCP Server

Provides comprehensive influencer marketing data from Instagram, YouTube, and TikTok via the CreatorDB Headless API V3. It enables advanced creator search, profile analysis, and access to performance metrics and audience demographics.

Gemini MCP Server

Enables integration with Gemini AI through Claude Code, providing tools to execute queries to Gemini including basic requests and unsafe operations with auto-confirmation.

Grimoire

Read-only MCP server that gives Claude live access to your UE5 project state — Blueprints, interfaces, variables, functions, event graphs, materials, structs, and Data Assets.

simple-rail-mcp

Enables controlling linear rails via natural language commands through Claude AI in Cursor, supporting HTTP, serial, and G-code controllers with configurable positions.

mcp-clinical-doc-agent

Enables analysis of clinical trial protocols using MCP tools for document listing, entity extraction, adverse event clustering, and summarization.

sharepoint-mcp

A Model Context Protocol server that connects AI assistants to SharePoint via Microsoft Graph API, enabling natural language queries for documents, lists, and site management.

@deliveriq/mcp

Email-deliverability tools for AI agents — 12 MCP tools across email verification, DNSBL across 50 zones, SPF/DKIM/DMARC analysis, spam-trap scoring, domain intelligence, and email finder. Free tier with no credit card.

MCP-timeserver

A simple MCP server that exposes datetime information to agentic systems and chat REPLs

nox-mcp

An MCP server that enables AI assistants to discover and execute Nox sessions for project automation tasks like testing, linting, and building. It provides tools to list available sessions and run them using specific Python versions, tags, or keyword expressions.

agentpulse-mcp

Provides AI agents with real-time, structured data feeds including news, trends, market sentiment, and crypto prices via MCP tools.

raw-web-search

An experimental MCP search server for Claude Code. Returns raw, verbatim web content instead of AI-rewritten summaries.