发现优秀的 MCP 服务器

FINOS AI Governance MCP Server

Provides direct access to AI governance framework documents, risks, and mitigations from FINOS repositories, enabling research and risk management through natural language in Claude, VS Code, and other MCP-compatible tools.

奇黄&智草MCP医疗助手

MCP server for hybrid medical consultation integrating Western and Traditional Chinese Medicine, enabling symptom analysis, diagnosis, and treatment suggestions through two specialized models.

Context-MCP

Acts as a persistent memory and cross-tool shared context store, and builds a queryable codebase knowledge graph to slash token usage via structural answers.

Readwise MCP

A local Model Context Protocol server that connects LLM clients (like Claude) to Readwise, enabling AI assistants to access and interact with your saved reading content.

spec-assistant

Enables natural language queries on technical specifications and automated code compliance checks using local RAG with vector search, integrated via MCP.

aws-pricing-mcp

aws-pricing-mcp

time-toolkit

Enables interaction with Time Messenger and Mattermost-compatible servers via their REST API, supporting reading, writing, and event streaming with configurable write policies for safety.

MCP Google Custom Search Server

一个用于通过 Google 自定义搜索 API 进行搜索的 MCP 服务器。 (Yī gè yòng yú tōng guò Google zì dìngyì sōusuǒ API jìnxíng sōusuǒ de MCP fúwùqì.)

@rampstack/umami-mcp

A read-only MCP server for Umami Cloud analytics that provides tools to query website stats, pageviews, metrics, and cohort reports via the Umami API.

Local RAG

Privacy-first local document search using semantic search. Runs entirely on your machine with no cloud services, supporting PDF, DOCX, TXT, and Markdown files.

mcp-confirm

MCP server that enforces single-use human confirmations for sensitive tool calls, sanitizes prompts against prompt injection, and re-validates file paths before destructive actions.

dingdawg-loop

DingDawg Loop Protocol (DDLP) — safe scheduled AI agents with governance gates. Every loop execution is verified, receipted, and fail-closed. MCP-native, works with CrewAI, LangGraph, Claude Code, Cursor.

CortexScout

CortexScout is the Deep Research & Web Extraction module within the Cortex-Works ecosystem. Designed for agent workloads that require token-efficient web retrieval, reliable anti-bot handling, and optional Human-in-the-Loop (HITL) fallback.

rpgmaker-mz-mcp

Enables AI assistants to read and write RPG Maker MZ projects directly, covering database, maps, events, and system settings with 119 tools.

mcp-server-dev-docs

Provides live, clean, LLM-ready markdown documentation for popular fullstack technologies and custom URLs, with built-in presets for React, Next.js, TypeScript, and more.

SolaGuard MCP Server

Provides comprehensive Biblical research tools including scripture lookup, interlinear Greek/Hebrew data, and Strong's concordance within a Protestant theological framework. It enables AI applications to perform full-text biblical searches, topical studies, and cross-referencing using authoritative theological data.

JSON Compare MCP Server

Enables deep, order-independent comparison of JSON files to detect differences including missing keys, value mismatches, and type differences. Provides detailed reports with path tracking for precise identification of variations between JSON structures.

DataSF MCP

Enables AI agents to query and retrieve San Francisco open data from data.sfgov.org via the Socrata SODA API.

GitLab MCP

Harness-neutral MCP server enabling GitLab repository workflows—merge requests, CI diagnosis, publishing, and variable management—through shared Agent Skills for Codex, Claude Code, Cline, Pi, and ChatGPT.

Prefeitura SP São Paulo: Segunda via Simplificada de IPTU

Provides a read-only tool to fetch the simplified second copy of IPTU (property tax) from the official São Paulo city hall source, working with any MCP client.

Base MCP Server

Enables AI applications to interact with the Base blockchain network, allowing wallet management, smart contract deployment, token transfers, NFT operations, DeFi interactions with Morpho vaults, and onramping funds via Coinbase.

mcp-server-odoo

An extensible MCP server that integrates Odoo with LLMs to enable querying and managing business data like partners, quotations, and sales orders. It supports custom tool registration and multiple transport protocols for both local and remote communication.

MCP Create Enhanced

An enhanced dynamic MCP server management service that creates, runs, and manages Model Context Protocol servers with multi-language support and strict parameter validation.

Ariadne

Semantic code index and gatekeeper that exposes 14 read-only MCP tools for AI agents, enabling symbol search, definition lookup, reference finding, and impact analysis via static analysis of codebases.

canvas-student-mcp

Read-only MCP server for Canvas LMS that works without API tokens by using session cookies, enabling AI assistants to access courses, assignments, grades, announcements, and more.

Binance Trading Agent MCP Server

Connects LLM agents to Binance Spot API for safe market data access and testnet trading with built-in risk controls.

SolarWinds Logs MCP Server

一个 MCP 服务器，用于搜索和可视化 SolarWinds Observability 日志，允许用户使用过滤选项查询日志数据，并生成日志事件随时间变化的视觉表示。

Hydration Reminder AI MCP

Hydration Reminder AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

flash-mod-bridge

Enables AI agents to inspect and modify running Flash SWF files through a patched Ruffle player, including getting/setting display object properties, calling methods, and editing SharedObject data without reloading.

toshi-mcp

Enables a side-panel companion that watches your coding session and provides context-aware answers about your codebase and session state through a small, token-cheap MCP interface.