发现优秀的 MCP 服务器

Google Scholar MCP Server

Enables searching Google Scholar for academic papers, citations, and author profiles, returning structured JSON results including titles, authors, citation counts, abstracts, and PDF links.

claudeai-mcp-bridge

Bridges your claude.ai authorized connectors (Slack, Atlassian, Gmail, Google Calendar) to any MCP client, enabling use of those tools without credential setup.

schwab-mcp

An MCP server that connects to the Charles Schwab brokerage API to enable account management, market data retrieval, and secure order execution. It includes a Claude Code plugin with specialized skills for optimized tool selection and safety-focused confirmation patterns for trading.

at-ris-mcp

Austria's legal information system (RIS): federal & state law, case law, gazettes, change monitoring.

MCP Authentik

MCP server for Authentik identity management, enabling natural language management of users, groups, applications, flows, policies, providers, and more.

MCP Domotica Backend

Enables control and management of smart home devices across multiple rooms through specialized MCP servers. Supports lights, thermostats, fans, and ovens with room-specific rules and automatic persistence.

mcp-odoo-jsonrpc

MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC protocol. Supports restricted and full trust modes for secure AI assistant access.

agent-eval-gate

Enables MCP clients to call an OFAC funds transfer authorization tool that returns a structured verdict, permitting transfers only if a version-pinned SDN screen returned CLEAR and COMPLETED before execution.

Memento Vault

Provides persistent knowledge capture and retrieval for coding agents. Enables searching the vault, storing notes, capturing sessions, and reading notes via MCP tools.

MCP Connector - Follow Up Boss

A remote MCP server on Cloudflare Workers that allows real-estate sales teams to query their Follow Up Boss CRM data through Claude, with read-only, role-based access and OAuth authentication.

coserial

Enables humans and AI agents to collaboratively control serial ports via MCP tools or Web UI, with real-time data sharing across all participants.

Perplexity Agent MCP

Enables coding assistants to access Perplexity AI for quick fact-checking and in-depth research. Provides two tools: lookup for fast documentation queries and answer for comprehensive research with recommendations.

MCP SQL Server Pro

Provides direct SQL query access to Microsoft SQL Server databases with full CRUD operations, enabling AI assistants to execute queries, modify data, and manage database objects through a simplified interface.

G2 Reviews API MCP Server

Enables fetching structured JSON reviews from G2 product pages, including ratings, pros/cons, reviewer details, and optional product metadata.

Job Search MCP Server

Enables an MCP-compatible assistant to search public job listings from EURES without an API key, returning details such as title, company, location, remote status, and listing URLs.

calculator-mcp

An MCP server that exposes 16 calculator operations as tools, enabling arithmetic, rounding, and root calculations via natural language.

twitter-username-changes-mcp

一个 MCP 服务器，用于追踪 Twitter 用户名的历史变更记录——加密货币项目中频繁的用户名更改可能是潜在诈骗风险的危险信号。

context-sniper-mcp

A local MCP server that indexes a repository into line-range chunks and serves compact evidence packets to cut token usage when exploring or debugging code.

Torna MCP Server

Enables interaction with Torna API documentation management platform, allowing users to manage API documents, dictionaries, and modules through natural language commands.

rf-log-mcp

An MCP server for analyzing Robot Framework test results. It provides LLMs with tools to parse, summarize, and search through test execution logs from XML or JSON output files.

Causal Inference MCP Server

An MCP server that exposes causal inference methods (difference-in-differences, synthetic control, propensity matching, and assumption checks) as callable tools, enabling AI agents to run deterministic statistical analyses instead of computing them inline.

Bitvoya MCP

Luxury hotel intelligence and secure checkout handoff for AI travel agents.

freshservice-mcp

An MCP server that enables AI assistants to interact with Freshservice service desk, supporting ticket search, retrieval, and creation via a configurable, Docker-first deployment.

fastf1-mcp

A local MCP server that gives Claude (or any MCP-compatible AI client) access to Formula 1 race data. Load any session from 2018 onwards, ask questions in natural language, and get answers backed by real telemetry, timing, and strategy data.

D&D Knowledge Navigator

使用资源、工具和提示实现的 DnD 5e API 的 MCP 服务器实现。

wedding30s

Enables AI assistants to draft wedding invitation websites by creating unpaid drafts, listing templates, and retrieving pricing information.

NasCoder Perplexity MCP Ultra-Pro

A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CLI, providing structured responses with citations, search results, and performance analytics.

nomai-mcp

Enables secure, authenticated access to Nomai's tools via Google OAuth 2.1, with email allowlisting for access control.

context-firewall

Aggregator MCP proxy that collapses N downstream MCP servers into 4 meta-tools with progressive tool discovery, and compresses large tool outputs (HTML→Markdown, JSON summarization) with full-output retrieval via read_more and a per-session token-savings report.

Ollama Pydantic Project

创建了一个示例项目，用于使用本地 Ollama 模型和 MCP 服务器集成来实现 Pydantic 代理。