发现优秀的 MCP 服务器

Ori Mnemos

Open-source persistent memory infrastructure for AI agents.

@formacv/mcp

Official MCP server for FormaCV, enabling AI-powered CV formatting, anonymization, tailoring, and ATS push-back from AI agents like Claude Desktop and Cursor.

fj-mcp

MCP server for Forgejo that exposes tools for pull requests, repositories, and issues, leveraging the local fj CLI.

gramax-docportal-mcp

MCP server for accessing Gramax documentation portal. Enables searching articles, getting content, and navigation through natural language.

Git Commit MCP Server

Enables AI assistants to create conventional Git commits, update changelogs, and optionally push changes to remote repositories.

Mavis MCP Server

Exposes the Mavis multi-agent system as an MCP server, enabling Claude Code and other MCP clients to manage sessions, spawn agents, orchestrate team tasks, and perform code reviews, memory searches, and cron scheduling via natural language.

cabrain-cli

Connect any AI client to the CaBrain memory system via MCP, exposing tools for memory recall, retain, and brain management.

Contentful

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive tools to interact with Contentful APIs.

Rust MCP Filesystem

Rust MCP Filesystem

Vestaboard MCP Server

Enables control of Vestaboard displays through cloud and local APIs, allowing users to send messages, read current displays, and manage animation effects. It provides tools for automatic text-to-character-code formatting and supports various transition strategies for message display.

Final Notice

Free, no-auth generator for professional debt-collection demand letters as print-ready PDFs (formal letter + matching envelope), localized for 100+ jurisdictions and 33 languages. Tools: list_jurisdictions, preview_demand_letter, generate_demand_letter.

agentic-vision

Enables LLMs to autonomously analyze camera images for occupational safety violations, generate risk reports per ISG regulations, and log violations to a database.

tiacommander-mcp

MCP server that connects AI assistants to Siemens TIA Portal via the Openness API. AI-assisted PLC programming, project management, hardware configuration, cross-reference analysis, and deployment. 16 tools, 166 actions.

pyResToolbox MCP Server

Enables AI assistants to perform petroleum engineering calculations including PVT analysis, well performance modeling, and reservoir simulation support using industry-standard correlations and field units.

Derive MCP

Provides comprehensive access to Lyra Finance's Derive API with 31+ tools for trading options, perpetuals, and spot markets, including real-time market data, historical analytics, account management, and order execution.

matsumoto-buss-mcp

Provides Matsumoto city community bus information via GTFS data, enabling stop search, departure times, nearby stops, and route details.

mcp-clickhousex

A read-only MCP server for ClickHouse that enables metadata discovery, parameterized SELECT queries, SHOW introspection, query analysis, and snapshot mode for large result sets, with profile-based configuration and strict no-DML/DDL enforcement.

fyi-docs

Remote MCP server for FYI Docs that exposes read-only tools (search documents, clients, jobs, tasks, cabinets) to MCP clients like Claude or Cursor via Streamable HTTP, using API key authentication.

pmpt-mcp

MCP server for pmptwiki — auto-saves project milestones with summaries, manages version history, and publishes AI-driven projects to pmptwiki.com community platform.

claude-code-codex-agents

Enables Claude Code to delegate tasks to OpenAI's Codex CLI (GPT-5.4) with structured execution traces, parallel execution, session persistence, and adversarial code review.

Hetzner Cloud MCP Server

一个模型上下文协议服务器，允许语言模型通过结构化函数管理 Hetzner Cloud 资源，包括服务器、卷、防火墙和 SSH 密钥。

CSG Portal MCP Server

Enables access to Columbus School for Girls Veracross portal features including directory search for students/parents/staff, calendar events, and Lower School lunch volunteer scheduling through secure browser authentication.

@aetherall/mcp-nvim-tmux

An MCP server that enables AI agents to control Neovim instances running in tmux sessions.

SettleMate

An MCP server that acts as an AI collections agent for Australian tradies and SMEs, enabling automated chasing of overdue invoices, payment plans, and payments through a secure permissions engine.

AWS Advisor MCP Server

Provides AWS service recommendations based on use case descriptions and allows browsing AWS services organized by categories. Helps users discover the most suitable AWS services for their specific technical requirements.

mcp-universities

Enables querying university data from the Hipolabs Universities API without authentication.

public-data-portal-mcp

Enables querying and scanning Korean public procurement and bidding data from multiple agencies (e.g., 나라장터, 방위사업청) through MCP tools, with deduplication and filtering handled externally.

DefiLlama MCP Server

Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing access to TVL, DEX volumes, protocol statistics, and more via the Model Context Protocol.

OwlOCR MCP

A macOS-based MCP server that enables high-accuracy text extraction from PDF and image files using the OwlOCR app or Apple's Vision Framework. It supports multi-language OCR and provides asynchronous tools for processing documents directly within MCP clients.