发现优秀的 MCP 服务器

Correctover MCP Server

Verifies AI outputs in real-time across 6 dimensions, with automatic retry and failover to ensure correct, complete, and reliable LLM responses before they reach the user's editor.

Errorbook MCP

Local-first error notebook server for MCP agents, enabling problem management with FSRS scheduling, idempotent operations, and printable math PDF generation.

Omni-mcp

Omni-mcp is a unified Model Context Protocol gateway combining the Behavioral Profiler BP v3 forensic analysis engine, Prisme engine, and dynamic Meta-Skills routing, with PostgreSQL 18 persistence on Oracle Cloud Infrastructure, exposing MCP tools for forensic behavioral profiling, profile management, and dynamic tool routing.

mcp-spdx-license

Enables querying SPDX license list, metadata, and full license texts through natural language or direct tool calls.

Tribunal TJPR: Processo

MCP server for consulting Brazilian court proceedings (TJPR) from the official source, read-only and pay-per-query with prepaid credits. Works with any MCP client over HTTP.

mcp-moldova-tenders

MCP server for accessing Moldova Government Procurement (MTender) data, allowing AI agents to query tender information without an API key.

ConfigCat MCP Server

Provides access to ConfigCat's management API for feature flag and configuration management, enabling CRUD operations on entities like feature flags, configs, environments, and products, as well as SDK documentation.

Potlane

Runs multiple AI sub-agents against independent Penpot tabs without extra Penpot users, providing a local MCP gateway and Chrome extension for lane-based isolation and coordination.

aelf-node-skill

Enables interaction with AElf blockchain nodes, allowing users to read chain status, execute contract transactions, and manage custom nodes through MCP, CLI, or SDK.

SSH MCP Server

Enables AI assistants to securely connect to and manage remote servers via SSH, supporting command execution, file transfers via SFTP, and multi-server management with both password and SSH key authentication.

OpenGrants OS

An MCP server for discovering, matching, drafting, and managing grants and public goods funding for open-source AI projects. It integrates Grants.gov, NSF Awards, GitHub Sponsors, Open Collective, Gitcoin, and other sources to provide grounded proposals and autonomous funding lifecycle management.

Impreza Host MCP Server

Enables deploying apps, managing servers, domains/DNS, VPS lifecycle, and account balance on Impreza Host via AI in VS Code.

Zephyr Scale MCP Server

Enables comprehensive test management through SmartBear Zephyr Scale's REST API, supporting automated workflows for test cases, cycles, executions, folders, and linking tests to Jira issues through natural language.

MCPWizard

一个帮助你创建和部署 MCP 服务器的软件包

boot-doctor-mcp

Provides deterministic PC no-boot/no-display troubleshooting with ranked repair steps and real, sourced BIOS beep-code lookup tables. Enables users to diagnose hardware issues without LLM guesswork.

Chrome MCP Bridge

Enables AI assistants to control and interact with a Chrome browser via MCP, providing tools for navigation, screenshots, clicking, form filling, content extraction, and tab management.

Crucher MCP

A powerful scientific calculator for your AI assistant, built as a Model Context Protocol (MCP) server. Cruncher allows compatible AI clients (like Claude Desktop) to perform complex mathematical calculations

ONLI MCP Service

Minimal MCP server exposing the Onli Knowledge Base, enabling retrieval of factual information about the Onli ecosystem via API requests.

Django Firebase MCP

A Django app that implements Firebase Model Context Protocol server, enabling AI agents to interact with Firebase services (Authentication, Firestore Database, Cloud Storage) through a standardized protocol.

DOCX MCP Server

Enables creation, editing, and management of Word documents through JSON schema with support for rich content including text formatting, tables, images, code blocks, and lists. Provides comprehensive DOCX operations including opening existing documents, modifying content, and saving files to disk.

idea-lab-mcp

An MCP server that turns your AI assistant into a structured ideation partner by generating, scoring, critiquing, and storing software ideas locally with a built-in web dashboard.

mcp-github-server

An MCP server that enables managing GitHub repositories, pull requests, issues, and more through natural language in Cursor or Claude Desktop.

Claude Patent Creator

An MCP server that enables patent creation and analysis, including regulation search, prior art discovery, claim compliance checks, and patent diagram generation, all within Claude Code.

remote-desktop-commander

Enables secure remote access to your computer's filesystem and terminal through MCP, allowing AI assistants to manage files, run commands, and automate tasks from anywhere via a hosted relay.

Leave Manager MCP Tool Server

A centralized employee leave management system that allows users to check leave balances, apply for leave, and view leave history through an OpenAPI interface.

CDM MCP Server

Enables AI assistants to interact with Delta Lake tables stored in MinIO through Spark using natural language queries. Provides read-oriented data operations on Delta Lake tables through the Model Context Protocol.

hledit-mcp

Exposes hash-anchored file edits to MCP-compatible AI coding agents, enabling safe read and write operations with stale edit detection.

ML Research MCP

Provides machine learning researchers with tools for creating publication-quality scientific visualizations, statistical plots, and 2D data representations. It streamlines the research workflow by enabling AI assistants to generate complex figures from CSV, JSON, or direct data inputs.

webclaw

Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand, search, research. Uses TLS fingerprinting to bypass anti-bot without a headless browser. Outputs LLM-optimized markdown with 67% fewer tokens than raw HTML.

MCP TokenSage

Enables token counting, usage tracking, and cost calculation for LLM APIs, with a proxy server mode to automatically intercept and monitor API requests from clients like Cursor and Windsurf.