Discover Awesome MCP Servers

LoopIn MCP Server

Enables AI agents to pause execution at critical decision points and request human review before proceeding. Provides tools for creating interrupts, polling for decisions, and managing approvals through a simple REST API interface.

mmx-mcp-server

A unified MiniMax multimodal MCP server that enables users to access text, search, image understanding, image generation, speech synthesis, video generation, music generation, and quota query capabilities through AI CLI tools.

hejdar-mcp

Runtime policy enforcement for AI agents. Evaluate every agent action against your organization's policies before execution, with observe and enforce modes.

SVG Maker MCP Server

Enables creation, validation, rendering, and optimization of SVG images with conversion capabilities to PNG, React components, React Native components, and Data URIs.

vibe-hnindex

Local MCP server to index your codebase once and search it across AI sessions with keyword, semantic, or hybrid search, keeping all data on disk.

Local Stock Analyst MCP

Provides comprehensive stock analysis tools for real-time market data, technical indicators, and portfolio evaluations using Finnhub and Alpha Vantage. It supports both stdio and Render-compatible HTTP transport modes for flexible integration across environments.

lake-dayz

An MCP server that pre-flights DayZ Enforce mods, catching boot-crashing mistakes before packing PBO files.

Accounting Practice MCP Server

Automates comprehensive accounting workflows including bookkeeping, tax planning, payroll processing, sales tax compliance, and client management. Integrates with QuickBooks and processes financial documents with AI-powered transaction categorization and compliance monitoring.

Zilliqa Insights MCP Server

Enables LLMs to query Zilliqa validator node metrics including stake, earnings, success rates, and top validators through natural language.

MCP Vision Server

A versatile MCP server that adds vision capabilities (image analysis, OCR, image/video generation) to AI models lacking native vision, with support for multiple providers and automatic task routing.

Azure DevOps MCP Server

A read-only MCP server connecting AI assistants to Azure DevOps Server (on-premises) for browsing projects, repos, builds, work items, releases, pipelines, and test results.

cox-automotive-mcp

First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any MCP client read dealer accounts, look up manufacturer incentives, and manage inventory listings through the Cox Automotive / Dealer Developer Portal API.

欢迎来到 智言平台

AgentChat 是一个与 Agent 交流的平台，它包含默认 Agent，并支持自定义 Agent。它可以实现多轮问答，使 Agent 帮助用户实现想要的功能。该项目技术栈包括 LLM（大型语言模型）、LangChain、Function call（函数调用）、ReAct（Reasoning and Acting，推理和行动）、MCP（多通道处理）、Milvus（向量数据库）、ElasticSearch（搜索引擎）、RAG（检索增强生成）、FastAPI（Web 框架）。 **更简洁的翻译：** AgentChat 是一个 Agent 交互平台，内置默认 Agent 并支持自定义 Agent。它通过多轮对话，让 Agent 帮助用户实现各种功能。该项目采用的技术栈包括：LLM、LangChain、函数调用、ReAct、MCP、Milvus、ElasticSearch、RAG 和 FastAPI。

PySpark MCP Server

A server implementation of MCP for Apache Spark that provides query plans and catalog information to AI systems for query optimization and data discovery.

Email MCP Server

Universal email integration for AI assistants, supporting any IMAP provider with 18 tools for reading, sending, managing, and automating emails.

OSM PostgreSQL Server

为 MCP 提供 OpenStreetMap 集成，允许用户查询和可视化地图数据，并提供添加标记、多边形和控制地图视图的工具。

FastAPI-MCP

一个零配置工具，可以自动将 FastAPI 端点暴露为模型上下文协议 (Model Context Protocol, MCP) 工具，从而允许像 Claude 这样的 LLM 系统与你的 API 交互，而无需额外的编码。

Terminal.shop MCP Server

允许 AI 助手通过 Terminal.shop 的 API 无缝地与 Terminal.shop 交互，以浏览产品、管理购物车、下单和处理订阅。

humanizer-mcp

Measures AI-detection risk in text and provides a line-by-line rewrite plan to lower the score.

Freshservice MCP Server

Enables AI assistants to connect with Freshservice ITSM for managing tickets, assets, agents, and organizational data through natural language. It provides a comprehensive set of tools for performing CRUD operations on service desk records and searching across the Freshservice platform.

Emotion Dataset Analysis MCP Server

This MCP server enables users to interact with and analyze the dair-ai/emotion dataset from Hugging Face containing labeled Twitter messages. It provides tools to sample data, search text, and perform statistical analysis on emotion distributions.

Azure Table MCP Server by CData

Azure Table MCP Server by CData

Fastly

Fastly

UE Audio MCP

Enables AI-powered game audio creation for Unreal Engine 5.7, integrating Wwise, MetaSounds, and Blueprint through MCP tools to generate DSP graphs, sound systems, and trigger logic.

schemabrain

SchemaBrain is an MCP server that sits between AI agents (Claude, Cursor, Windsurf) and your SQL database as a read-only trust + intelligence layer. The agent never writes SQL — 12 tools compile it from definitions you control, PII and secret categories are refused before the query runs, and every call lands in a tamper-evident (SHA-256-chained) audit log. Postgres today.

Alpaca API MCP Server

Enables trading and portfolio management through the Alpaca API, allowing users to place orders, manage positions and watchlists, access market data, and retrieve account information through natural language.

MCP Manager

Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP servers and expose them through a single unified endpoint with namespace routing, multi-transport support (HTTP/SSE, stdio, OpenAPI→MCP), per-tool overrides, and a web admin UI.

Buildkite MCP Server

用于 Buildkite 集成的模型上下文协议 (MCP) 服务器

FofaMap

A MCP-enabled asset mapping and vulnerability scanning agent with AI self-reflection, allowing natural language queries and automated scanning decisions.