发现优秀的 MCP 服务器

Network Operator MCP

Enables agents to access network device management interfaces via SSH, keeping credentials on the server side. Supports both interactive terminal sessions and command execution on devices like Huawei VRP, MikroTik, and OpenWrt.

ContextOS MCP Server

Unified context intelligence layer for AI agents, enabling orchestration of memory, reasoning, and self-healing indexes with cognition primitives and churn-aware retrieval routing.

agent-eval-gate

Serves MCP tools to inspect agent trace JSONL files and evaluate them against golden-case constraints, returning structured metrics and gate results.

agid-llm-ui MCP Server

MCP server to help AI assistants generate Italian PA user interfaces by providing components, recipes, accessibility rules, and validation for Bootstrap Italia and Web Components.

Grabba MCP Server

Microservice Connector Protocol server that exposes Grabba API functionalities as callable tools, allowing AI agents and applications to interact with Grabba's data extraction and management services.

Elevance MCP Atlassian Server

Provides Jira and Confluence integration for AI assistants, enabling natural language management of issues, projects, sprints, pages, comments, attachments, and more with 72 tools.

🗄️ Couchbase MCP Server for LLMs

镜子 (jìng zi)

Türkiye Vergi MCP

Enables Turkish tax research, calculation, and document management using official GİB resources, including legislation search, tax computation, invoice validation, and circular drafting.

mcp-arcgis-durham

Enables searching and querying Durham, North Carolina open geospatial data from ArcGIS Feature/Map Services, including parcels, zoning, and public safety datasets via natural language or direct tool calls.

Heista MCP

Decode any video ad, load brand information, and generate ad scripts from inside MCP-compatible clients like Claude and ChatGPT.

fmod-studio-mcp

An MCP server that drives FMOD Studio live through its scripting terminal, exposing the FMOD Studio Scripting API as MCP tools for immediate project editing.

GSC MCP Server v2 - Remote Edition

Connects Claude AI to Google Search Console with OAuth 2.0 authentication, enabling users to analyze search performance, inspect URLs, manage sitemaps, and export analytics data through natural language conversations.

project-planner-MCP

Enables AI assistants like Claude to create and manage projects, todos, priorities, and statuses through natural language, bridging the gap between AI and project management workflows.

Google Ads MCP Server

Enables LLMs to interact with the Google Ads API to retrieve account information, list accessible customers, and query campaign performance. It allows users to manage and analyze Google Ads data through natural language interfaces.

MythxEngine

Enables AI to act as Game Master for tabletop RPGs with deterministic dice, five-tier outcomes, FitD-style stress, combat tracking, clocks, investigations, NPC relationships, and world generation via 134 tools over MCP.

chess-arena

MCP server for playing chess matches between AI agents across computers, enabling match creation, move submission, and turn waiting.

Rodev MCP Server

Connects AI agents to Rodev DeFi vaults, enabling deposits, withdrawals, and status queries via 9 MCP tools.

Power Platform Pipeline MCP Server

Exposes Power Platform Pipeline operations as MCP tools for Copilot Studio agents, enabling pipeline discovery, deployments, approvals, and configuration management.

Gerrit Review MCP Server

Provides integration with Gerrit code review system, allowing AI assistants to fetch change details and compare patchset differences for code reviews.

Coffee Company MCP Server

An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI agents to query member information, benefits, coupons, and payment statuses. It enables seamless integration for AI assistants to manage coffee-related customer assets and loyalty details through natural language.

Cymbal Catering MCP Server

Enables secure, natural language access to private Cloud SQL PostgreSQL data for catering CRM management, exposing database CRUD operations as MCP tools via Cloud Run.

OOREP MCP Server

An MCP server and TypeScript client SDK that gives AI assistants access to OOREP's homeopathic repertory and materia medica reference data, enabling natural language searches for symptoms, remedies, rubrics, and repertorization across 12+ repertories and 600+ remedies.

Konnexx Development MCP Server

Centralized MCP server that provides standardized development workflow commands to Cursor AI, auto-detecting project type (Laravel, Next.js, Flutter, Architecture) and offering relevant commands for implementation, testing, and commits.

Instagram Control MCP Server

A professional, full-fidelity MCP server enabling AI agents to fully control and manage an Instagram account exactly like a human user.

ARGENTUM

Karma economy for AI agents and humans. Submit good actions, get community attestations, earn on-chain reputation. Karma-weighted verification, slashing, Kleros disputes. 5 MCP tools: submit_action, attest_action, get_karma, get_action_detail, get_leaderboard.

Codecov MCP Server

Enables querying Codecov coverage data including file, commit, repository, and pull request coverage.

casecraft

Enables spoken consulting case interview practice through Claude, providing real-time cases, grading on structure, analytics, judgment, and communication, and targeted practice drills.

Moodle MCP Server

A powerful Model Context Protocol (MCP) server that seamlessly integrates AI assistants with Moodle Learning Management System. Enable your AI assistant to access courses, retrieve educational content, download resources, and search through your learning materials.

OpenAI Image Generation MCP Server

Provides tools for generating and editing images using OpenAI's gpt-image-1 model via an MCP interface, enabling AI assistants to create and modify images based on text prompts.