发现优秀的 MCP 服务器

HermitAgent

MCP executor lane for Claude Code, Codex, and Hermes Agent that offloads mechanical repo tasks like edits, tests, and commits to a cheaper or local model.

mmar-mcp-server

Enables creation of complete metamodels and model instances through natural language interaction by connecting Large Language Models to the MM-AR metamodeling platform.

otel-mcp-server

Enables natural language querying and analysis of OpenTelemetry traces, metrics, and logs stored in Elasticsearch/OpenSearch, allowing AI assistants to investigate performance issues, find root causes, and explore system behavior.

HexStrike AI MCP Server

AI-powered cybersecurity automation platform with 150+ security tools and 12+ autonomous AI agents for penetration testing, vulnerability assessment, and bug bounty hunting. Enables comprehensive security testing through intelligent tool selection and automated workflows.

Gridly MCP Server

Gridly MCP 服务器 (Gridly MCP fúwùqì)

Crawl4AI MCP

Enables AI assistants to crawl websites, extract dynamic content, navigate links, and save structured Markdown files via the MCP protocol, with support for anti-bot bypass, CSS selectors, and custom JavaScript execution.

MCP Shopify

A comprehensive MCP server for Shopify Admin API integration, enabling AI assistants to manage products, orders, customers, inventory, analytics, and more through natural language.

reconcile-mcp

Matches expected payments (pain.001) against observed booked entries (camt.053) for ISO 20022 cash reconciliation, providing explainable match results with scoring and classification.

MCP Development Server

镜子 (jìng zi)

Root Signals MCP Server

Enables AI assistants and agents to evaluate and improve their responses using Root Signals quality evaluators for criteria like clarity, relevance, and faithfulness. Supports standard evaluations, RAG assessments, and coding policy adherence checks.

Workflow MCP Server

Enables AI assistants to evaluate task complexity, verify package installation safety, and log complex reasoning processes. Provides structured assessment of multi-step tasks and environment validation for safer code execution workflows.

proton-mcp

Enables MCP clients to interact with Proton Mail through a self-hosted server that works alongside Proton Mail Bridge. It provides read-only mailbox tools such as listing folders, searching mail, and retrieving messages while keeping Bridge isolated from the network.

arcgis-pro-mcp

Drives a live ArcGIS Pro session from Claude via arcpy, enabling layer listing, dataset description, geoprocessing, and project inspection directly against an open project.

SOMA MCP

A private, self-hosted MCP server that wraps a retrieval pipeline over your own data, enabling trusted AI agents to access and manage your personal memory through standard MCP tools.

mcp-cliniko

Provides integration with the Cliniko API for healthcare practice management, enabling patient, appointment, invoice, and payment operations via natural language.

Compra Ágil MCP Server

Enables AI agents to query, filter, and audit Chilean government procurement processes by integrating with the Compra Ágil v2 and Purchase Orders APIs. Provides tools for searching tender opportunities, tracking high-value bids with zero bidders, and enriching purchase order details.

reaper-mcp-server

An MCP server that lets language models interact with the Reaper DAW

engrams

Gives AI assistants persistent, queryable project memory for decisions, patterns, and rules, reducing the need to re-explain context in every prompt.

MultiversX MCP Server

MultiversX 的 MCP 服务器

Prismism MCP Server

Enables users to upload files and generate tracked, shareable links directly from AI agents like Claude Desktop or Cursor. It supports publishing various file formats including text, PDFs, and images, while providing tools for artifact management and analytics.

kungfu-mcp

A humorous MCP server that catalogs martial-arts factions and narrates sparring matches between them.

AIConductor

Orchestrates multi-stakeholder feature refinement and development execution workflows for AI-assisted software teams.

arena-mcp

Enables AI agents to interact with Are.na for creative research and knowledge curation, including searching, browsing, creating, and managing channels, blocks, comments, and connections.

jimeng_visual_generation

MCP server for generating images and videos using Volcengine's Jimeng APIs, supporting text-to-image, image-to-image, multi-image fusion, text-to-video, and image-to-video.

gramps-remote-mcp

Enables MCP clients to read and edit a Gramps family tree hosted on Gramps Web, with guarded write operations that tag new records as unconfirmed for review.

Resurgo-MCP

Capture and resurface knowledge - search nodes, quick capture, manage resurfacing schedules

Crossmint Checkout MCP Server

Enables AI agents to programmatically purchase physical and virtual goods from platforms like Amazon and Shopify using stablecoins, without the need for virtual debit cards or browser automation.

ProtonScope

A lightweight MCP server providing AI agents a scoped, read-and-draft-only view into Proton Mail via Proton Bridge, with code-enforced restrictions preventing external access or sending.

chromium-mcp

MCP server for web fetching and automation using Chromium headless browser. Enables fetching pages as markdown, taking screenshots, automating interactions, and extracting data via CSS selectors.

Odoo MCP Server

Provides read-only access to Odoo databases via OdooRPC, allowing AI assistants to query and analyze Odoo data through the MCP protocol.