发现优秀的 MCP 服务器

oracle-db-mcp

MCP server for accessing Oracle databases, enabling schema exploration, query execution, and performance analysis.

Chirindo

A fail-closed cryptographic gate for the MCP tool-call boundary that intercepts tools/call requests, evaluates a policy, and either forwards or denies the call with signed receipts, providing tamper-evident evidence for AI agent actions.

atlassian-ai-toolkit-mcp

MCP server for AI assistants to interact with Atlassian Jira and Confluence Cloud APIs through typed tools and secure authentication.

WeRead MCP Server

一个轻量级的桥接服务器，将微信读书的数据与 Claude Desktop 连接起来，从而可以通过自然语言交互无缝访问阅读笔记和藏书。

DataForge Semantic MCP Server

Provides a semantic gateway for AI agents to interact with the DataForge Product API, enabling the retrieval of projects, versions, measures, and dimensions. It features automated normalization and file-based caching to streamline access to DataForge metadata through the MCP protocol.

gjp-print-mcp

MCP server for cloud printing that exposes three template style tools (get_print_info, new_style, save_style), enabling vision models to restore print templates from user images and save them to the business system with dynamic token authentication.

trace-mcp

Framework-aware code intelligence MCP server that builds a cross-language dependency graph from source code. 53 integrations (Laravel, Django, Rails, Spring, NestJS, Next.js, and more) across 68 languages. 100+ tools for navigation, impact analysis, refactoring, security scanning, session memory, and CI/PR reports — up to 97% token reduction.

Brivvy MCP

Connects AI assistants to your Brivvy workspace so they can use your brand voices, templates, and glossary for on-brand content.

rote

MCP server that exposes compiled rote pipelines as callable tools. The rote CLI compiles a proven agent skill into a deterministic workflow, and rote serve lets any MCP client trigger the deployed pipelines and poll their status.

mcp-recall-md

Enables semantic search over local markdown note collections using vector embeddings, with real-time file watching and zero-config setup.

tenant-mcp

Thin MCP server that proxies the personal Tenant service to Claude Desktop, enabling job match retrieval and application tracking.

@fliq/mcp

Lets AI agents schedule and manage HTTP jobs, cron schedules, rate-limited buffers, and alert channels via natural language, backed by Fliq's Postgres-native job scheduler.

Telegram MCP Server

Model Context Protocol server for Telegram. Let AI read, search, send, and forward your Telegram messages.

arXiv MCP Server

Enables searching and retrieving academic papers from arXiv with support for advanced filtering by author, category, and date, plus full paper content extraction.

Supercharged Dev

MCP server that enforces disciplined AI development with tools for design, TDD, debugging, and token compression.

Spotify MCP Server

镜子 (jìng zi)

QuickBooks Online MCP Server

Enables interaction with QuickBooks Online through OAuth authentication. Supports CRUD operations for financial entities like customers, invoices, bills, estimates, and accounting records through natural language.

espresso-mcp

espresso-mcp

Zen MCP Enhanced

An enhanced Model Context Protocol server that enables Claude to seamlessly collaborate with multiple AI models (Gemini, OpenAI, local models) for code analysis and development tasks, maintaining context across conversations.

Metsuke

Provides SDLC compliance verification as tools that AI agents can invoke, continuously monitoring and evaluating development processes.

Loc Knowledge Graph Memory Server

Enables Claude to remember information about users across conversations by storing and retrieving data as entities, relations, and observations in a persistent local knowledge graph.

izlek

Read-only MCP server for izlek, a terminal-first local frontend observability tool. Enables agents to query live session status, logs, errors, and HTTP request/response records from a running development session.

apple-health-shortcuts-mcp

Exposes read-only Apple Health data (current status, sleep details, trends) to AI via a Cloudflare-deployed MCP server and iPhone Shortcuts.

board-mcp

MCP bulletin board server for coordinating file ownership across multiple AI coding agents (Claude Code, Codex, OpenCode, Trae). It enables agents to claim files, check conflicts, and post decisions before starting work to prevent collisions.

mcp-inscription

使AI助手能够直接与比特币Ordinals铭文交互。与Goose和Claude Desktop无缝集成，以从交易中检索和显示铭文内容。

OpenProject CE MCP Server

Open source MCP server for open project aimed at community edition users

Giphy MCP Server

This MCP server enables interaction with the Giphy API through natural language, allowing users to search, retrieve, and manage GIFs through the Multi-Agent Conversation Protocol.

🎓 Canvas LMS MCP Server 🎓

为学生提供访问 Canvas LMS 的 MCP 服务器

douyin-mcp-server

MCP server for parsing Douyin links to fetch video info/download links, transcribing audio locally, and organizing transcripts into polished spoken copy.