发现优秀的 MCP 服务器

Xiaohongshu MCP Server

An automation server that enables interaction with Xiaohongshu platform through browser automation, supporting functions like article search, content viewing, reading comments, and posting comments.

MCP Accounting

An API-based accounting analysis tool that identifies financial anomalies like unusually large transactions and duplicate payments from CSV datasets. It allows AI agents to perform automated financial auditing and transaction analysis through structured tool endpoints.

ccg-mcp-tool

This is a powerful Model Context Protocol (MCP) server that integrates multiple AI coding agents—Anthropic Claude Code, OpenAI Codex, and Google Gemini—directly into your workflow. It enables seamless cross-provider analysis, leveraging Gemini's massive token window, Codex's specialized coding capabilities, and Claude's advanced reasoning.

MCP Server Guide & Examples

以下是一个关于用 Python 和 TypeScript 构建模型上下文协议 (MCP) 服务器的综合指南和示例实现。 (Alternatively, if you prefer a more concise translation:) Python 和 TypeScript 构建模型上下文协议 (MCP) 服务器的综合指南及示例实现。

mcp-cep

Enables querying Brazilian CEP (postal code) addresses via the public ViaCEP API, returning formatted HTML with address details.

github-slim

Github MCP server optimized for AI assistants — Reduce context window tokens by 71.5% while keeping full functionality.

SQLite MCP Server

A zero-config MCP server that enables AI to access, analyze, and manage local SQLite databases with secure read-only querying and automatic schema discovery.

mcp-office-parser

Enables reading, writing, editing, and converting Office documents (ODT, DOCX, ODS, XLSX, PDF, etc.) using MCP tools, with no external dependencies.

cryptosense-mcp

Real-time crypto market intelligence MCP. Get prices, trending coins, market overview, top coins by market cap, and portfolio value — all through natural language in Claude, Cursor, or any MCP client

MCP Toolkit

A collection of production-ready MCP servers for PostgreSQL, SQLite, Redis, File System, and GitHub API, enabling database operations, file management, and GitHub interactions through natural language.

MOLIT Real Estate Transactions MCP Server

Enables natural language queries to retrieve Korean real estate transaction data (land, commercial, apartments) from the public API, returning structured tables and summary statistics.

MCP Logging NL Query Server

Allows developers and AI Agents to query Google Cloud Logging using natural language, translating queries into Google Cloud Logging Query Language (LQL) with Vertex AI Gemini 2.5.

tuck-it

A single source of truth for a product's state, roadmap, and deferred work, read and written equally by you and your AI agent via web dashboard and MCP.

GeoOntology-MCP

A geographic ontology layer MCP server that exposes hierarchical relations, topological adjacency, toponym disambiguation, spatial operations, and geo-constraint verification, enabling LLMs to reason with geographic structures instead of raw SQL.

Docswrite MCP

将生成的内容导入 Google Docs，然后再导入 WordPress，同时保留格式和结构，以实现简化的内容工作流程。

@cyanheads/guardian-mcp-server

Search, browse, and retrieve full article text from The Guardian's journalism archive (1999–present) via MCP with three tools.

Geniuz

Geniuz stores everything in a local database locally on Mac, Windows, Linux, Raspberry Pi. No cloud. No account. No API keys. Nothing leaves your machine. It's open source; you can read every line of code.

Jokes MCP Server

Provides tools to retrieve humor-focused content, such as Chuck Norris jokes, from specific categories. It serves as a demonstration for deploying and integrating Model Context Protocol servers with Microsoft Copilot Studio and Azure.

ImmoStage Virtual Staging MCP Server

AI-powered virtual staging for real estate professionals: stage empty rooms with photorealistic furniture, beautify floor plans into 3D renders, classify rooms, generate German property descriptions, and get style recommendations.

mcp-agent-reliability

MCP server that scores tool descriptions, estimates token costs, simulates agent tool selection, and generates reliability reports to help AI agents choose the right tools and reduce wasted tokens.

Keepit MCP

MCP server for interacting with Keepit backup and data protection services. Enables monitoring, management, and security operations through natural language.

Perplexity Web MCP

MCP server providing 22 tools to query Perplexity AI's premium models (GPT-5.4, Claude 4.7 Opus, etc.) with citations, source discovery, and rate limit checking for AI agents.

Anytype MCP Server

Enables AI assistants to interact with Anytype knowledge base via natural language, with Docker-based HTTP transport for always-on background operation.

mimir

Mimir is Perseus's external persistent memory backend — a lightweight Rust MCP server that stores cross-session facts so agents remember what they learned last week. Zero network calls, no API keys, just SQLite + FTS5 running alongside your workspace.

mcp-server-getalife

11 MCP tools for personal finance and Zero-Based Budgeting. Create budget plans, calculate net worth, financial runway, savings goals, and audit subscriptions. Includes a voice transaction parser. All tools return rich markdown with tables, benchmarks, and actionable recommendations. Built by GetALife — the gamified budgeting app for iOS and Android.

MCP Server for Ollama Blog

Exposes a blog CRUD API (posts and comments) as MCP tools, with an integrated AI chatbot agent powered by Ollama Gemma2 for natural language interaction.

ARTPARK Public Data MCP Server

Enables AI assistants to access and query ARTPARK's public health datasets including dengue epidemiology, livestock census, and FMD vaccination data through a structured 4-step workflow for data discovery and retrieval.

xkcdai

An MCP server that finds relevant xkcd comics during conversation by semantically matching the context to comic titles, alt text, and transcripts.