发现优秀的 MCP 服务器

Prefeitura MS: Calculadora de Fretes

MCP server for consulting official freight calculator data from Prefeitura MS. Provides a single read-only tool, hosted with pay-per-use and no platform credentials required.

AI Knowledge Base MCP Server

Provides read-only hybrid RAG search and discovery over a local-first AI knowledge corpus, enabling semantic and keyword search, browse, digest, and status tools.

Dida Hotel MCP

Enables AI agents to search and book hotels globally with real-time pricing and inventory from over 2 million properties.

pagerduty-mcp-community

A community-maintained MCP server for interacting with PagerDuty accounts, enabling management of incidents, services, schedules, and event orchestrations through MCP-enabled clients.

Bilibili MCP Server

An MCP server powered by public Bilibili APIs so AI agents can search videos and read public video and creator metadata.

postgres-mcp-server

Enables inspecting database schemas and executing read-only SQL queries on a PostgreSQL database via MCP tools.

canton-mcp

An MCP server that enables AI agents to query the Canton Network for balances, rewards, classified transactions, CC prices, and directory information using natural language.

Network AI

Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)

kiuwo-mcp

An MCP server exposing Kiuwo's mind map APIs as tools for creating, searching, expanding, and fetching mind maps.

NavoCMS

Enables AI agents to draft, review, preview, and publish content across multiple websites through typed MCP tools. Ensures safe, policy-gated, and auditable publication without requiring a conventional CMS admin interface.

gpt-image-2-combined

Enables generating images from text prompts using OpenAI's GPT-Image-2 model within Claude Code and Codex conversations.

agent-notes-mcp

Lets MCP clients search, read, create, append, replace, move, and batch-update local Markdown notes safely, with conflict detection via SHA-256 and optional managed update blocks, without requiring a vector database.

JSON Analyser MCP

A memory-efficient MCP server for analyzing large JSON files with streaming, querying, schema detection, and chunk processing.

adb-mcp-server

Enables MCP-compatible agents to control an Android device over the network via ADB, providing tools for shell commands, screen capture, UI inspection, file operations, and input simulation.

Mcp

羽山数据API服务现已全面兼容MCP协议，打造数据服务MCP Server。mcp-server-unsense-corp-npm 项目是为企业级数据查询服务而设的服务器，用户可以通过简单的配置，快速地通过LLM使用羽山数据的企业级数据服务。它依赖于MCP Typescript SDK，可以在支持MCP协议的智能体助手中快速接入。

osrs-wiki-mcp

Enables Claude Code to search the Old School RuneScape Wiki, fetch page content, get plain-text extracts, and render images as ASCII art.

sjtu-canvas-mcp

Provides MCP tools to read SJTU Canvas data, download course files, and access video/subtitle resources without authentication simulation.

USCardForum MCP Server

Enables interaction with USCardForum, a Discourse community focused on US credit cards and points, providing 22 tools for discovering topics, reading content, researching user profiles, and managing authenticated actions like notifications and bookmarks.

otgate

An OT-aware authorization MCP server for OPC UA that applies process-aware policies (value ranges, rate limits, interlocks) to every agent call, enabling safe industrial control with optional human approval workflows.

Time & Millisecond Converter MCP Server

Enables AI agents to accurately parse, format, and convert time durations and millisecond values with deterministic precision, avoiding common arithmetic errors.

MCP Observatory

Finds problems in your MCP servers before your users do. Scans your Claude config, checks every server's capabilities, actually calls tools to make sure they work, and catches breaking changes between versions.

patchwork-mcp-server

Enables LLM agents to query Patchwork kernel patches, series, CI checks, and comments via natural language through a read-only MCP server.

Bloomfilter

Service that lets AI Agents search, register, and configure domains

SAP ByDesign MCP Server by CData

This read-only MCP Server allows you to connect to SAP ByDesign data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

XDS110 MCP Server

Enables Large Language Models to act as co-debuggers for Texas Instruments embedded systems by providing real-time variable monitoring, memory manipulation, and motor control analysis through OpenOCD proxy architecture. Supports debugging TI microcontrollers with XDS110 debug probes while working alongside Code Composer Studio.

db2-mcp-server

Enables read-only interaction with IBM DB2 databases, including listing tables and retrieving table metadata.

llm-gateway-mcp

A self-hostable MCP server that routes prompts to multiple LLM providers using declarative policies, with multi-role orchestration for independence and verification.

Azure DevOps MCP Server

Enables AI assistants to search, create, update, and manage work items in Azure DevOps using natural language.