发现优秀的 MCP 服务器

gong-nl-db-mcp

Enables read-only querying of the gong-nl-db Postgres database through natural language via Claude Desktop.

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.

resume-tailor-mcp

An MCP server that tailors a resume to a job posting by providing fit scores, keyword extraction, and bullet rewrites.

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.

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.

mcp-apis-guru

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

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.

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.

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.

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.

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.

agentcast-mcp

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

JDBCX MCP Server

JDBCX MCP Server

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.

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.

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.

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.

New Relic MCP Server

Enables AI agents to access New Relic logs and APM data through the NerdGraph API. It allows users to execute NRQL queries, retrieve application performance metrics, and analyze transaction traces using natural language.

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.

healthsec-mcp

Enables AI agents to evaluate clinical AI models for adversarial robustness, privacy leakage, and standards compliance, producing a Security Posture Score.

Quantum Code Validator

An MCP server that provides static validation and documentation lookup for quantum computing libraries, currently supporting PennyLane. It allows users to verify quantum code syntax and method usage against official library documentation to ensure correct implementation.

MCP-LOGO-GEN

MCP Tool Server for Logo Generation. This server provides logo generation capabilities using FAL AI, with tools for image generation, background removal, and image scaling.

Tierward

Tierward is a development framework that governs Claude Code sessions through a tiered pipeline with STOP gates, audit skills, and test enforcement, enabling teams to review and approve AI-generated code before merging.

phantom-mcp

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

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 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.

adhd-mcp

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

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.