发现优秀的 MCP 服务器

Think Strategies

Provides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of Thoughts, etc.) for complex problem-solving with session persistence, branching, and tool integration capabilities.

interactive-process-mcp

MCP server for managing interactive processes, enabling AI agents to start, interact with, and terminate long-running programs like SSH sessions, REPLs, and installers via read/write operations.

Fieldnote MCP

Provides local-first memory storage and retrieval with automatic embedding, vector search, and knowledge graph capabilities. Enables agents to store memories locally and retrieve relevant context through hybrid search with optional Neo4j graph traversal.

DynamicAgent2UI

Enables AI agents to render native-looking floating dialogs and forms on the user's desktop, capturing user interactions like button clicks and form inputs.

Universal MCP Server Java

A universal Model Context Protocol server in Java, enabling interaction with multiple LLMs (OpenAI, Gemini, Hugging Face) and databases (MongoDB) through a modular Spring Boot architecture.

kobiton

Enables mobile device management, app upload, automation session execution, and test result viewing through the Kobiton platform, integrated with AI coding assistants.

Unimus MCP Server

A read-only Model Context Protocol server that enables interaction with Unimus network configuration management system directly via LLMs, providing access to device data, backups, and configuration analysis.

C++ Builder MCP Server

MCP 服务器提供 C++ DLL 编译和分析功能。

LoreDocs

Versioned document vault system for MCP-compatible AI agents. Organizes reference knowledge (specs, contracts, rules) into per-project vaults with 36 MCP tools for inject, search, link, and version operations. Local SQLite backend. Works with Claude, Cursor, Codex, Hermes Agent. Free (3 vaults) / Pro ($9/mo).

Quote MCP Server

Provides access to inspirational quotes through a free API, enabling users to retrieve random quotes, search quotes by keywords, and fetch specific quotes by ID.

loenn-mcp

An MCP server that enables AI agents to read, edit, analyze, procedurally generate, and preview Celeste .bin map files without the Lönn editor.

ragi

Local-first RAG indexing and semantic search MCP server. Enables document retrieval and context-aware queries using local embedding models.

Web3 MCP Server

镜子 (jìng zi)

FireConfigMCP

An MCP server that provides access to Firebase Remote Config, allowing clients to interact with and manage Firebase remote configuration settings through the Model Context Protocol.

Chrome Course MCP

Enables browsing and collecting course materials from Brightspace through Chrome DevTools Protocol, allowing snapshotting, downloading media, and automating page navigation.

MCP Docs Server

Provides direct access to local documentation files through simple search and overview tools, enabling LLMs to query project-specific markdown documentation without requiring vector databases or RAG pipelines.

Government Scheme MCP Server

Provides tools for searching, creating, and managing Indian Government Schemes with comprehensive eligibility filtering.

MCP Server

A modular MCP server providing file operations, web search, URL scraping, and sandboxed command execution for LLM interactions.

reins MCP Server

Provides tools for AI coding agents to read and write shared team context, including status, pending items, and handoffs. Enables agents to query current project status and claim pending work.

Brighty MCP Server

Banking infrastructure for AI agents: open accounts, issue cards, send SEPA/SWIFT payments, run mass payouts, and pay invoices via natural language.

Pearl

Pearl

Aider RepoMapper MCP Server

Generates optimized repository maps and enables identifier search with graph-ranking, designed for efficient LLM context caching and codebase navigation.

MCP Time Server

A lightweight Model Context Protocol server that provides current UTC time in various formats, including ISO 8601 and Unix timestamps. It is designed for seamless integration with Cursor IDE to provide consistent time-related capabilities across all development projects.

Terror

Terror is an agentic Terraform replacement that lets you provision and manage cloud infrastructure through natural language, using a stateless, plan-then-apply architecture with built-in rollback.

Nebius MCP Server

Enables AI agents to fetch Nebius cloud service documentation and execute Nebius CLI commands for managing cloud resources like compute instances and storage buckets through natural language interactions.

MCP Project Guard

This MCP server automatically analyzes project architecture and finds similar code patterns to maintain consistency across different programming languages.

MCP-Insomnia

Enables AI agents to create, manage, and execute API collections, requests, and environments in Insomnia-compatible formats. It supports direct synchronization with the local Insomnia app database and importing from OpenAPI, Postman, and cURL.

LightScout MCP

Core Web Vitals analysis powered by Lighthouse. Four tools: analyze a URL, compare two URLs, check against thresholds, or crawl an entire site. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible AI tool.

coolify-mcp

MCP server for Coolify infrastructure management, providing 45 tools for servers, applications, databases, deployments, and diagnostics via natural language.

NextBillion.ai MCP Server

Provides geolocation, routing, and navigation tools including geocoding, place search, distance matrix, and turn-by-turn directions via NextBillion.ai APIs.