发现优秀的 MCP 服务器

precis-mcp

A uniform API for agents to read, write, and search across papers, documents, code, and personal state, using PostgreSQL with pgvector for hybrid retrieval.

melrōse musical expression player

melrōse musical expression player

ChainGuard

AI-powered MCP server that enables Claude Desktop to perform real-time blockchain crime detection and forensic analysis across Bitcoin, Ethereum, Hedera, and Solana networks through natural language conversations.

proxmox-mcp

Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing nodes, VMs, templates, power actions, and creation of LXC containers and VMs through the Proxmox REST API.

mcp-code-todo

Scans codebases for TODO comments and exposes them as structured data to LLMs, enabling AI assistants to inspect, prioritize, and propose fixes.

Personupplysning MCP Server

Enables searching and retrieving detailed information about Swedish companies, including financial data and annual reports from Bolagsverket (Swedish Companies Registration Office), with intelligent caching for fast responses.

mcp-apis-guru

Keyless directory of 2,500+ public APIs and their OpenAPI specs, enabling AI agents to discover and interact with APIs.

Simple FastMCP Server

A minimal demonstration MCP server that provides basic mathematical addition and greeting functionality, serving as a template for building and deploying FastMCP servers.

MCP Stdio Server

A Model Context Protocol server that provides tools for mathematical calculations and directory listing, alongside prompt templates for code reviews and explanations. It enables file system access and resource reading through stdio transport.

officient-mcp

An MCP server that provides typed tools for AI assistants to read and write data from the Officient HR API, including people, calendars, contracts, expenses, and more.

JDBCX MCP Server

JDBCX MCP Server

Astria-Index

AI memory that works like yours. Neural pathway architecture gives your AI persistent recall, contextual awareness, and cross-session continuity the way human memory actually works. 14 MCP tools. Works with Claude Code, Cursor, Windsurf, and any MCP client. $50/mo unlimited.

ServiceFusion MCP Server

Enables AI agents to interact with ServiceFusion's field service management platform through standardized MCP operations. Supports complete customer and job management including creating work orders, managing customer records, and accessing service data with OAuth 2.0 authentication.

Telegram Bot MCP

Enables AI assistants to send messages and interact with Telegram chats through MCP tools, with support for user management, conversation history, and bot command handling.

Zoho CRM MCP Server by CData

Zoho CRM MCP Server by CData

Cargo MCP Server

Provides a suite of tools for running Cargo commands and interacting with Rust projects through AI agents. It enables automated builds, testing, linting, and documentation generation directly from any MCP-compatible client.

DB MCP (HR CSV → SQLite)

This MCP server imports HR CSV data into an in-memory SQLite database to enable structured querying and metadata retrieval. It provides tools for executing read-only SQL queries and searching employee records through a standardized JSON-RPC interface.

OfficeMCP

A server that allows AI models to automate Microsoft Office applications (Word, Excel, PowerPoint, etc.) through COM interface on Windows, enabling natural language control of Office functions.

mcp-hsl

An MCP server exposing Greater Helsinki public transport data from Digitransit, enabling LLM hosts to answer live transit queries, plan journeys, and fetch stop departures via natural language.

adhd-mcp

ADHD-friendly Cursor agent kit providing MCP tools for context estimation, status footers, readiness checks, and Q&A session management.

Carrier Accounting MCP

Automates ingestion, normalization, validation, review, and posting of insurance carrier statements to Applied Epic, with safety features like trial mode and human review queues.

MCP (Model Context Protocol) Research

Okay, here's a translation of "Research and documentation about Model Context Protocol (MCP) servers and implementations" into Chinese, along with some nuances and considerations: **Option 1 (More Literal, General):** * **中文:** 模型上下文协议 (MCP) 服务器及其实现的调研和文档 * **Pinyin:** Móxíng shàngxiàwén xiéyì (MCP) fúwùqì jí qí shíxiàn de diàoyán hé wéndàng * **Explanation:** * "模型上下文协议 (MCP)" - Direct translation of "Model Context Protocol (MCP)". Using the acronym in parentheses is helpful for recognition. * "服务器" - "Server" * "及其实现" - "and its implementations" * "调研" - "Research" (formal, academic) * "和文档" - "and documentation" **Option 2 (More Emphasis on Technical Investigation):** * **中文:** 模型上下文协议 (MCP) 服务器及其实现的深入研究与技术文档 * **Pinyin:** Móxíng shàngxiàwén xiéyì (MCP) fúwùqì jí qí shíxiàn de shēnrù yánjiū yǔ jìshù wéndàng * **Explanation:** * "深入研究" - "In-depth research" or "Thorough investigation". This emphasizes a more detailed and technical approach. * "技术文档" - "Technical documentation". This clarifies the type of documentation. **Option 3 (More Concise, Practical):** * **中文:** 模型上下文协议 (MCP) 服务器实现及文档 * **Pinyin:** Móxíng shàngxiàwén xiéyì (MCP) fúwùqì shíxiàn jí wéndàng * **Explanation:** * This is a shorter, more direct translation. It implies that the research is focused on the *implementation* aspects. * "实现" - "Implementation" **Which option is best depends on the context:** * If you're talking about academic research, Option 1 or 2 is better. * If you're talking about practical development and implementation, Option 3 might be more suitable. * If you want to emphasize the technical nature of the documentation, Option 2 is a good choice. **Important Considerations for Chinese Translation of Technical Terms:** * **Consistency:** Once you choose a translation for "Model Context Protocol" (or any other technical term), stick with it throughout your documentation. * **Acronyms:** Including the English acronym (MCP) in parentheses is generally a good practice, especially the first time you use the term. This helps readers who are familiar with the English term. * **Target Audience:** Consider your target audience. Are they primarily Chinese speakers with limited English, or are they bilingual? This will influence how much you need to explain the English terms. * **Context is Key:** The best translation always depends on the specific context in which the phrase is used. I hope this helps! Let me know if you have any other questions.

phantom-mcp

Exposes all PHANTOM security testing capabilities as MCP tools, enabling reconnaissance, vulnerability scanning, red teaming, and report generation through natural language interactions.

agentcast-mcp

Enforces structured output from LLMs by extracting JSON, validating against a shape spec, and generating retry prompts for incorrect responses.

Venice AI Image Generator MCP Server

测试 MCP 服务器功能，威尼斯和双子座（图像）。

localmind

Enables AI agents to search and ask questions about a local codebase with citations, using BM25 and optional embeddings, all offline.

SNTL DePIN Oracle MCP

Enables access to DePIN RF telemetry, spatial heuristics, and threat intelligence through metered MCP tools with per-record spend caps and on-chain settlement.

MCP Server Starter Kit

A minimal Model Context Protocol server starter in TypeScript that enables building custom AI tools for assistants like Claude and Cursor, with a single example tool and easy setup.

console-stream-mcp

Enables AI coding agents to access live console logs, errors, and network requests from web applications via a local WebSocket connection, without copying data to chat.

io.github.Hylouis233/bibverify

A multi-platform BibTeX reference verification and update tool with DOI-first lookup, dynamic source ranking, MCP tools, and skill export for AI assistants.