发现优秀的 MCP 服务器

reflex-brain

MCP server that gives AI agents a continual learning brain with lessons, skills, memories, evidence-based refinement, rollback, and hybrid GraphRAG retrieval.

KoboToolbox MCP Server

Enables MCP clients to query and export KoboToolbox field data using natural language, allowing users to ask questions about submissions and export data without manual logins.

tamim-mcp-server

Converts images to PDF with support for local files, URLs, and base64 input, compatible with any AI agent via HTTP or stdio transport.

Estelle

Provides persistent memory for coding agents and grounds their claims by verifying against the actual codebase, preventing hallucinated responses.

Simple Weather MCP Server example from Quickstart

简单天气 MCP 服务器示例 (Jiǎndān tiānqì MCP fúwùqì shìlì)

Gravitas-Core-MCP

Production-grade, autonomous Model Context Protocol (MCP) server that elevates AI models from stateless code generators into persistent, self-verifying software engineers.

spine-mcp

MCP server for creating Spine 2D animations from cut-up characters, generating runtime skeletons, packed atlases, and editable Spine projects.

Jenkins MCP Server

An MCP server for interacting with a Jenkins CI/CD server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP.

Crossref MCP Server

一个模型上下文协议服务器，可以通过 Crossref API 查询学术出版物，支持按标题、作者或 DOI 搜索，并返回关于学术著作的结构化元数据。

warframe-calculator-mcp

MCP server for Warframe damage calculation and discrete event simulation, providing tools for build resolution, damage panels, expected hits, build comparison, slot optimization, and specialized Akarius Prime AOE simulation.

suresh-hr-assist

Automates HR workflows such as employee onboarding, leave management, meeting scheduling, and ticket handling through natural language, with email notifications and demo data.

MCP4Go

一个全面的 Go SDK，用于模型上下文协议 (MCP) - 通过抽象掉协议的复杂性，简化 AI 应用程序的开发。

FinCEN (EUA)

Checks names against US FinCEN financial crime lists for compliance and AML due diligence, with a single read-only tool.

news-volume-mcp

MCP server providing news article mention volume data, weekly series, growth percentages, and a live Google News feed as an AI tool.

paid-media-mcp

A platform-agnostic MCP server that connects Claude to campaign data, institutional knowledge, and historical performance for paid media teams, enabling automated analysis, reporting, and debugging.

teamspend

Compares AI coding tool spend before and after a migration -- Cursor, Claude Code, GitHub Copilot, OpenCode, Codex CLI -- via an MCP server, real numbers from each vendor's own API or local logs.

docuflow

Provides a unified interface for AI agents and scripts to read, create, and edit office documents (.docx, .xlsx, .pdf) via MCP tools, using Markdown as the intermediary format. Supports in-place patching with stable IDs, Jinja2 templating, and formatting preservation.

FinData MCP Server

Provides professional financial data access for LLMs via MCP, supporting providers like Tushare, Wind, and DataYes.

Light: Download via CEP + OCR

MCP server for consulting and downloading Light utility bills using CEP and OCR from official sources. Offers a single read-only tool with pre-paid pricing, hosted on api.mcp.ai.

MCP Log Analyzer

Analyzes log files using AI-powered tools to detect errors, patterns, and anomalies through natural language queries in Cursor IDE.

mcp-cybersec-server

MCP server that supports cybersecurity operations by providing CVE lookup, risk summarization, and playbook resources through CIRCL Vulnerability-Lookup API.

EVIDIQ Envelope

Enables agents to verify the authenticity of inbound email messages via SPF, DKIM, DMARC, and ARC checks, detect sender spoofing and malicious links/attachments, and obtain signed, verifiable attestations of the verdict.

ArXiv Research MCP Server

Enables AI assistants to search over 2M+ ArXiv papers, find code implementations, track citations, and get SOTA benchmarks — all without any API keys.

mood-booster-agent

An ERC-8004 registered AI Agent that delivers uplifting messages via MCP protocol with on-chain USDC tipping and reputation feedback.

fin-data-mcp-server

A Model Context Protocol server providing free financial market data across 13 categories with 83 no-key tools, enabling access to stocks, indices, options, forex, crypto, energy, prediction markets, and more.

GDELT MCP

A remote, read-only MCP server for global media intelligence using GDELT DOC 2.0 API, enabling search and analysis of multilingual news coverage, tone, and attention trends.

omnivox-mcp

MCP server for the Omnivox platform used by Quebec CEGEPs. Enables AI agents to access course schedules, grades, MIO messages, evaluations, and documents from Omnivox-based institutions.