Discover Awesome MCP Servers

Weather MCP Server

基于HelloAgents框架的天气查询MCP服务器，支持12个中国主要城市实时天气查询，使用wttr.in API无需密钥。

dsh-feed

Provides aggregated plugin index data from GitHub and npm as an MCP server, enabling search, stats, and sync via natural language or commands.

llm-d-bench-mcp

Enables Claude Code to benchmark llm-d from plain English, providing 35 tools and 5 workflow prompts for probing clusters, planning, deploying, running benchmarks, and analyzing results via the Model Context Protocol.

MinerU MCP Server

MCP server for document processing using MinerU APIs, supporting automatic splitting and merging of large files and providing six tools for document processing, task management, and token handling.

gander

Enables AI agents to fetch and extract clean, readable content from web pages, and search within pages for specific queries, without needing a full browser.

Basic MCP Server

A minimal demonstration MCP server showcasing basic tools, resources, and prompts functionality. Built as a template for learning and starting new MCP server projects with Smithery SDK.

Uptrace MCP Server

An MCP server for the Uptrace observability platform that enables querying traces, spans, logs, and metrics through natural language. It provides tools for error analysis, service discovery, and trace visualization within MCP-compatible clients.

mcp-hts

Provides access to US import tariff rates via the USITC Harmonized Tariff Schedule, enabling natural language queries for tariff data.

recallfox-media

A local MCP server that securely uploads explicitly selected local images to RecallFox, keeping image bytes and OAuth tokens out of model context.

simple_mcp_demo

A secure, local communication runtime bridge that interfaces a cloud-based Large Language Model (Claude Desktop) with a local machine execution environment using the Model Context Protocol (MCP).

aseprite-mcp

MCP server for controlling Aseprite from Codex, wrapping its native CLI and Lua scripting to enable pixel art creation, sprite editing, animation, file inspection, and export.

clelp-mcp-server

Search and discover 3,500+ AI tools, MCP servers, and Claude Skills with community ratings. Find the best tools by category, compatibility, and real user reviews.

AgentRecall

MCP server for persistent, compounding memory that automatically captures corrections and insights across AI sessions, enabling agents to learn and improve over time.

ZIM MCP Server

Enables large language models to directly access and search content in ZIM files, allowing offline question answering and information retrieval from resources like Wikipedia.

garmin-connect-mcp

An MCP server that provides access to Garmin Connect fitness, health, and training data through 61 specialized tools. It enables users to query activities, sleep metrics, and performance stats directly within AI clients like Claude or Cursor.

Express MCP Server

A basic example of a serverless Model Context Protocol (MCP) implementation using Netlify Functions, allowing developers to run MCP services without managing traditional server infrastructure.

MemoryMCP

A persistent memory MCP server specialized for Japanese, featuring hybrid search, Ebbinghaus forgetting curve, entity knowledge graphs, and a web dashboard for memory visualization.

Foreman MCP Server

MCP server for managing Foreman hosts and infrastructure. Enables listing, searching, and getting detailed information about hosts, organizations, locations, subnets, domains, and more via natural language.

Mevzuat MCP

Provides programmatic access to the Turkish Ministry of Justice Legislation Information System (mevzuat.gov.tr). It enables searching for legislation, navigating hierarchical article structures, and retrieving article content in Markdown format.

databricks_ops_mcp

A governed MCP server exposing Databricks operations as tools for jobs orchestration, SQL execution, notebook creation, Unity Catalog governance, lineage, clusters, and DLT pipelines, with safety features like dry-run and audit logging.

MCP Server Framework

A general-purpose MCP server that provides utility tools for echo, date/time, and file operations within Claude Code and Claude Desktop. It functions as an extensible framework designed to help developers easily build and register custom Python-based tools.

mcp-agent

在 MCP 服务器和 AI 代理中翻找

okf-mcp-server

Reusable, read-only MCP server that exposes a repo's knowledge files (backlog docs, decisions, design notes) as MCP resources over stdio.

@cyanheads/who-gho-mcp-server

Query WHO Global Health Observatory data — 3,059 indicators across 194 member states with country, region, year, and sex filters via MCP.

GoHighLevel MCP Server

Enables AI assistants to directly interact with the entire GoHighLevel CRM via 563+ tools across 44 categories, allowing natural language control for contacts, messaging, opportunities, calendars, and more.

cdli-mcp

楔形文字数字图书馆倡议 MCP 服务器 (Xiē xíng wénzì shùzì túshū guǎn chàngyì MCP fúwùqì)

Changerawr MCP Server

A Model Context Protocol server that enables AI assistants like Claude to manage changelogs, projects, and content through natural language interactions with Changerawr instances.

Unsplash MCP Server

Enables searching and downloading photos from Unsplash via the Unsplash API, with support for pagination, orientation filtering, and multiple resolutions.

Jira MCP Server

Provides AI models with full access to Jira Cloud functionality, enabling issue management, project tracking, sprint planning, and agile board operations through the Jira REST API v3 and Agile API 1.0.