发现优秀的 MCP 服务器

Northwind Tickets

Enables a helpdesk MCP server for a fake company, allowing ticket management, issue tracking, and employee directory lookups through natural language.

Quantum Hardware MCP Server

An MCP server that provides real-time IBM Quantum device data including queue depths, error rates, and coherence times, enabling AI assistants to query and compare quantum hardware.

sktime-mcp

An MCP server that enables LLMs to discover, reason about, compose, and execute sktime estimator workflows via a registry-driven semantic engine.

mcp-ovh-api

MCP server for OVHcloud Object Storage, enabling management of buckets, objects, project users, S3 credentials, and storage policies. Read-only by default with opt-in write tools.

pi-subagent

Enables MCP hosts to delegate coding tasks to Pi CLI as a programmable sub-agent with session tracking and process management.

Proton Drive MCP

A Model Context Protocol server that enables AI assistants to interact with Proton Drive files, supporting operations like listing, reading, creating, and deleting files and folders.

Backlog MCP Server

A Model Context Protocol server that enables Claude to interact with Backlog project management tools through API integration, allowing management of projects, issues, wiki pages and other Backlog resources.

idelrpg

Gamifies software development by allowing agents to create quests, track progress, validate work, and claim XP, all stored locally.

OpenXE MCP Server

Connects OpenXE ERP with AI assistants via MCP, enabling natural language queries to read and write ERP data locally.

blender-animation-mcp

Enables multimodal models to drive Blender animation through precise timeline and keyframe tools, import GLB/glTF assets, inspect rigs, and render frames or contact sheets for visual feedback.

K8s Doctor MCP

AI-powered Kubernetes diagnostics that analyzes pod crashes, logs, and cluster health to provide root cause analysis and actionable solutions for common issues like CrashLoopBackOff, OOM kills, and connection errors.

@codesift/mcp

MCP server for local-first lexical code search, providing tools for searching code, finding symbols, and reading chunks from indexed repositories.

Postgres MCP Pro

Enables comprehensive PostgreSQL database management including index tuning, query plan analysis, health monitoring, schema-aware SQL generation, and safe SQL execution with configurable access control for both development and production environments.

MCP Knowledge Base Server

A local document processing server that can index various document formats (PDF, DOCX, TXT, HTML) and answer questions based on their content using the Model Context Protocol.

fortis-trello-mcp

Enables natural language management of a Trello board for Fortis robotics, including card creation, moving, blocking, weekly recurring tasks, and more.

Data Studio MCP Server

Enables AI coding agents to securely access 70+ SQL and NoSQL databases via dockit and sqlkit, using plain language queries. It provides a three-tier permission model and never exposes credentials to the LLM.

Ndlovu Code Reviewer

Enables AI assistants to perform comprehensive code reviews of local uncommitted changes by combining git diffs with static analysis from linters like ESLint and TypeScript. Returns structured JSON feedback with findings, suggestions, and quality assessments powered by Google's Gemini CLI.

MCP Crew AI Server

一个轻量级的基于 Python 的服务器，旨在运行、管理和创建 CrewAI 工作流程，并使用模型上下文协议 (Model Context Protocol) 与 LLM 以及 Claude Desktop 或 Cursor IDE 等工具进行通信。

RepScale

Research B2B prospects, get the recommended sales angle, and prep for meetings — all from your AI agent. 7-day brief cache, OAuth or API key auth, shared quota with the RepScale web app.

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling custom tools and connection to clients like Cloudflare AI Playground and Claude Desktop.

Flevy

Search Flevy's marketplace of 10,000+ consulting frameworks, PowerPoint templates, Excel financial models, and management case studies, with slide-by-slide previews and topic overviews. Hosted Streamable HTTP server at https://flevy.com/mcp; the repo's Dockerfile bridges stdio clients to it via mcp-remote.

renfield-mcp-filesystem

Watches local and SMB folders for settled new files and pushes them into the Renfield knowledge base and Paperless over REST; also provides interactive MCP tools for browsing and on-demand file ingestion.

kosis-mcp

Enables querying Korean official statistics from KOSIS via natural language in MCP clients like Claude Desktop, wrapping the KOSIS OpenAPI for search, data retrieval, and metadata exploration.

MCP Context Provider

Provides persistent tool context that survives across Claude Desktop chat sessions, automatically injecting tool-specific rules, syntax preferences, and best practices. Eliminates the need to re-establish context in each new conversation.

Notion Ultimate MCP Server

Enables AI-powered Notion task management with autonomous workflows, including task retrieval, AI prompt generation, and dependency tracking.

quant.ai

MCP server for US stock quant research that provides explainable ratings, support/stop levels, and reasoning for any ticker. It enables AI assistants to analyze and discuss stocks inline within the same chat.

erc8004-agent-liveness

Enables users to verify whether an ERC-8004-registered agent is currently reachable by resolving its on-chain registration and performing a live MCP handshake, returning verdicts such as REGISTERED_UNREACHABLE or AGENT_NOT_FOUND.

Flashcard MCP

Enables users to create, review, and manage flashcards using the SM-2 spaced repetition algorithm for optimized learning. It supports organizing cards into projects and automatically handles review scheduling based on user performance.

code-failures-mcp

MCP server that indexes a knowledge base of past bugs and fixes, making them searchable via BM25 from Claude Code or any MCP client.

Gong Universal MCP Server

Enables integration with Gong's sales platform through MCP, providing access to tools and services for sales engagement tracking and analytics.