发现优秀的 MCP 服务器

MCP Atlassian

A Model Context Protocol server that enables interaction with Atlassian products (Confluence and Jira), supporting both Cloud and Server/Data Center deployments for searching, creating, and managing content through natural language.

identity-mcp

Institutional MCP server that centralizes access to identity, institutional profiles, and basic person data. Currently a bootstrap with no business logic or tools implemented.

officialai-takedown

Enables capturing evidence, retrieving platform takedown processes, and drafting DMCA/legal notices for content removal, using the Official AI API.

mcp-norges-bank

MCP server for accessing Norges Bank exchange rates and interest rates via SDMX data flows.

mcp-intercom

Enables AI agents to search and manage Intercom contacts, conversations, and companies through OAuth authentication.

IntentGuard MCP Server

Enables AI agents to submit Ethereum transactions with on-chain outcome protection by wrapping DeFi transactions with enforcement transactions that drop the bundle if balance constraints are violated.

VSCode LSP MCP Server

An MCP server that exposes Language Server Protocol features to external clients, allowing access to hover information, definitions, completions, references, and rename functionalities.

agent-veille

MCP server that scans daily AI innovation sources (arXiv, Hacker News, GitHub) and normalizes discoveries into actionable Skill Sheets for domains like code, design, HR, agents.

SkyDeckAI Code

Provides tools for AI-driven development workflows including file system operations, code analysis, code execution, web fetching, and search.

irq-freeipa-mcp

MCP server for FreeIPA identity management. Provides 36 tools for managing users, groups, sudo rules, HBAC rules, certificates, hosts, and SSSD cache.

ls-apis-mcp

MCP server for searching and discovering 4,000+ public APIs

MCP Azure Project

This MCP server integrates with Azure AI Foundry's Claude deployment to provide document management functionality. It enables tools for reading, writing, and listing files, allowing Claude to interact with local documents through an Azure-compatible client.

MCP Server

A simple Model Context Protocol server that provides standardized tool functionality, currently implementing a basic calculator for adding two numbers together.

Tap

The interface protocol for AI agents. 8 kernel primitives + 16 stdlib operations to operate any interface. Forge once, run forever — zero AI at runtime. 81 skills across 41 sites.

tiktok-studio-mcp

MCP server for TikTok that publishes videos to your own TikTok account and retrieves video performance metrics through TikTok's official Content Posting and Display APIs.

mcp-toolbox

A comprehensive MCP server enabling LLMs to execute commands, manage files, interact with Figma, search the web, generate images, and more, extending their capabilities beyond text generation.

textbook-agent-mcp

MCP server that exposes an Italian textbook's OCR content, structured exercises, and progress tracking, enabling chatbot agents to interact with the book for language learning.

Sushi MCP Server

Enables AI assistants to control the Sushi audio engine via gRPC for real-time audio processing, parameter automation, MIDI routing, track management, and audio configuration through natural language.

Agent Web Interface

Gives AI agents a compact, semantic interface to the browser, returning structured page snapshots with stable element IDs instead of raw DOM. Enables agents to navigate, interact, and extract information from web pages efficiently.

mcp-switchboard

A real-time inter-agent switchboard, delivered as one centralized streamable-HTTP MCP server. Any MCP-capable agent can message, coordinate, and stay ambiently aware of others.

Meeting Scheduler MCP

Enables natural language meeting scheduling by searching IMAP emails for meeting requests, finding available calendar slots from YAML configuration, and creating email drafts with proper threading to maintain personal conversation context.

MCP Server Boilerplate

A comprehensive Model Context Protocol server template that implements HTTP-based transport with OAuth proxy for third-party authorization servers like Auth0, enabling AI tools to securely connect while supporting Dynamic Application Registration.

CPersona

Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword), confidence scoring via Reciprocal Rank Fusion, episodic/profile memory, and 16 tools. Zero LLM dependency. Works standalone with Claude Desktop and Claude Code. MIT licensed.

Forge MCP Server

Connects AI assistants to the complete Salesforge product suite, enabling management of workspaces, contacts, sequences, mailboxes, domains, and more across multiple sales tools.

Remote MCP Server (Authless)

A template for deploying an unauthenticated MCP server on Cloudflare Workers. Enables rapid deployment of custom tools accessible from Claude Desktop and Cloudflare AI Playground without authentication requirements.

mcp-adonis-docs

Version-aware AdonisJS documentation MCP server that detects your project's AdonisJS version and provides search and retrieval of relevant docs including core, Lucid ORM, Edge, VineJS, and Japa.

docforge

Agent-grade document production powered by Typst: templates with JSON schemas, deterministic compile/lint/repair, PNG previews and visual QA

arXiv MCP Server

Enables AI-powered academic paper discovery, search, and analysis from arXiv with advanced features like semantic search, citation network analysis, and multi-format exports (BibTeX, RIS, JSON, CSV). Provides intelligent research assistance through specialized AI prompts for summarization, trend tracking, and literature review automation.

git-mcp

MCP 服务器与 Git 仓库交互

Memory MCP Server

Captures live conversation snapshots every 5 prompts and provides semantic recall to maintain context across Claude Code sessions.