发现优秀的 MCP 服务器

Retrieval-Augmented Thinking MCP Server

利用结构化的、检索增强的思维过程来提升人工智能模型的能力，从而实现动态的思维链、并行的探索路径和递归的改进循环，以提高推理能力。

UK Parliament MCP Server

Enables querying UK Parliament data including MPs, Lords, bills, Hansard debates, and divisions.

Ancestry MCP

允许人工智能读取 .ged 文件和基因数据。

mcp2ws

Exposes SOAP-based web services as MCP servers by parsing WSDL files. Enables AI assistants to interact with legacy SOAP/WS-\* web services through the Model Context Protocol.

Nylas API MCP Server

Enables to interact with Nylas API for email, calendar, and contacts via MCP, providing documentation, code samples, and code generation tools.

hood-mcp

A zero-config data server for read-only queries on Robinhood Chain (stock tokens, memecoins, launches, chain stats) and an opt-in trading server with spend caps and confirm gates for executing swaps and transfers.

Forage MCP Server

An MCP server that enables AI agents to automatically discover, install, and learn to use new tools without manual configuration.

APT Analysis MCP Server

Assists in Advanced Persistent Threat malware analysis by providing tools to securely download samples via jump servers using SSH and SCP. It enables automated retrieval of remote files through a multi-hop configuration for analysis workflows.

Faker MCP Server

Generates realistic mock data using Faker.js for database seeding, API testing, and development environments. Supports person/company data, custom patterns, multi-locale generation, and structured datasets with referential integrity.

WordPress MCP

Enables WordPress content management via the Model Context Protocol, allowing creation, update, search, and retrieval of posts, as well as fetching block type schemas for generating block-based content.

Kapiti MCP Server

Enables AI assistants to interact with the Kapiti platform through 87 tools covering user management, content site operations, staging site management, content generation, analytics, and system administration. Provides complete API coverage for managing websites, users, content, and business operations on the Kapiti CMS platform.

MCP SQL Server

A Model Context Protocol server that enables Claude to query, monitor, and analyze SQL Server databases, with support for schema exploration, performance analysis, and optional write operations.

adif-mcp

Provides safe, typed access to Amateur Radio logging data with ADIF validation, parsing, spec search, and geospatial utilities for Maidenhead locators.

Zen MCP Server

Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) for enhanced development capabilities including extended reasoning, collaborative development, code review, debugging, and large context analysis with conversation threading.

MediLinkAI

Clinical decision-support MCP server that lets AI agents reason over live FHIR patient data for medication review, appointment scheduling, and care gap identification.

UniVoucher MCP Server

Enables interaction with UniVoucher's decentralized crypto gift card protocol across multiple blockchains. Supports querying documentation, retrieving real-time protocol statistics, and creating/redeeming crypto gift cards on networks like Ethereum, Polygon, BSC, and more.

search2chart-mcp

Enables agents to turn structured tabular data or CSV/XLSX files into interactive charts that render inline in conversations, with client-adaptive output modes and self-contained HTML.

Statement Normalizer

Deterministic bank-statement parsing for AI agents: messy CSV/OFX exports to clean, categorized ledger rows. In-memory only, no storage, no external calls, no LLM in the loop.

MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool

这个服务器通过语义搜索和高性能处理，促进了OpenAPI端点的可扩展发现和执行，克服了大型规范处理的局限性，从而简化了API交互。

Industrial MCP Agent Platform

MCP server for integrating manufacturing systems (MES/ERP/quality/maintenance) with LLM agents, enabling event ingestion, incident triage, approval workflows, and RAG-based knowledge retrieval.

DEX Pools MCP

An MCP server that provides AI agents with real-time access to DEX liquidity pool data, enabling smarter trading, analytics, and automated strategies.

claude-dials

An MCP server that provides Claude with adjustable 0-10 sliders for behavior dimensions like rigor, verification, and autonomy, allowing external tuning without modifying prompts.

lkx-mcp

Provides utility tools including weather alerts, GitHub repository analysis, phone model lookup, Chinese ID card parsing, and User-Agent parsing.

WorldFirst MCP Server

MCP server that gives AI agents access to WorldFirst cross-border payment APIs, enabling autonomous balance checks, FX quotes, supplier management, and payments.

tailtest-cline

tailtest-cline is a Cline plugin that automatically generates and runs tests every time the agent edits a source file. https://github.com/avansaber/tailtest-cline

VideoContext MCP

Turns a YouTube video or allowlisted local video into a timestamped transcript, chronological timeline, and retrievable image resources for transparent media preprocessing.

BioMCP

通过模型上下文协议，为大型语言模型提供对关键生物医学数据库的结构化访问，这些数据库包括 PubTator3 (PubMed/PMC)、ClinicalTrials.gov 和 MyVariant.info。

PDFDashboardWithMCP

Enables MCP clients to list indexed PDF document collections and perform semantic search queries on them using locally extracted text and embeddings.

KLH Campus Assistant

An MCP server for KLH University Hyderabad that provides tools for CGPA calculation, schedule conflict checking, study group and course search, club and exam info, library lookup, and resources for campus FAQ and curriculum requirements.