发现优秀的 MCP 服务器

mcp_repo9756c6c7-ee07-4f3a-ada4-f6e2705daa02

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。

dsh-vision-dashscope

MCP server for recognizing and generating images, videos, and audio via DashScope, with support for large video uploads and local output previews.

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling connection to clients like Cloudflare AI Playground and Claude Desktop.

MCP Gemini Server

一个专用服务器，将 Google 的 Gemini AI 模型封装在模型上下文协议 (MCP) 接口中，从而允许其他 LLM 和兼容 MCP 的系统通过标准化工具访问 Gemini 的内容生成、函数调用、聊天和文件处理等功能。

dev-loop-mcp

An MCP server that automates the full software development lifecycle through an AI-driven TDD state machine. It handles everything from task decomposition and test-driven development to integration testing and automated pull request creation.

MCP Server for OpenSearch

提供一个语义记忆层，将大型语言模型（LLMs）与 OpenSearch 集成，从而能够在 OpenSearch 引擎中存储和检索记忆。

Hive Civilization Server

Here's the description to paste into Glama when you submit: Hive Civilization MCP Server — production-ready MCP server (2024-11-05, Streamable-HTTP) wrapping the Hive autonomous agent economy. 6 tools: register sovereign W3C DIDs, settle payments across 4 rails (Base USDC · Aleo USDCx · Aleo USAd · Aleo native), create HAHS hiring contracts, verify W3C Verifiable Credentials, list open bounties,

yoru-studio-mcp

MCP server for Yoru Studio that lets AI agents read projects, schedules, and inbox, and safely append inspiration, storyboard shots, and execution records to a creator's self-hosted workspace.

Photoshop MCP Server

Enables AI assistants to control Adobe Photoshop programmatically through natural language, with state awareness, recipe tools, and a standalone UI.

Jira MCP Server

Provides read-only issue and project management tools for Jira Server/DC, enabling querying issues, projects, and assignments via natural language.

labor-law-mcp

Enables access to Japanese labor and social insurance law data via e-Gov API and official notices from MHLW and JAISH, running as a local MCP server on Windows.

mcp-test

只是一个测试。 (Zhǐshì yī gè cèshì.)

external-agent-mcp

Bridges Codex to external CLI coding agents for read-only code analysis and deterministic quality fixes.

First MCP Server

A simple MCP server that provides a 'hello' tool to return a personalized greeting, demonstrating integration with Claude Desktop.

codescan-mcp

Scans codebases for TODOs, FIXMEs, code complexity, file stats, and dependencies, generating a health report with a letter grade. Zero configuration required.

chesscom-mcp

MCP server for Chess.com's API, providing access to player profiles, stats, games, clubs, tournaments, and puzzles. It serializes requests to reduce rate limit errors and includes an unofficial tool for retrieving game data by ID.

mcp-llm-gateway

Proxies LLM completion requests to OpenAI-compatible providers via MCP tools.

dual-extract-mcp

Enables structured document understanding of local PDFs via a dual-extract MCP server, combining MinerU text/layout and Qwen3-VL vision with fusion adjudication for field extraction, tables, formulas, and validation. Fully local and offline.

Remote MCP Server (Authless)

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling custom tool definitions and remote connections.

Random Word By Api Ninjas

Provides access to API Ninjas Random Word API to generate random words by type (noun, verb, adjective, adverb) for creative writing, games, and language learning applications.

Medicos MCP

MCP server backend for a hospital medicine reminder app, offering tools for Firebase integration, OCR/parsing, medical intelligence, scheduling, notifications, adherence tracking, and governance with ArmorIQ intent enforcement.

RenderBuddy

Enables monitoring and control of Blender renders via natural language, providing real-time render status, settings, preview frames, and protected actions like cancellation.

tv-mcp

Build, deploy, and debug Smart TV web apps on Samsung Tizen and LG webOS TVs from any AI agent.

Pepe-MCP-Server

Provides AI-powered research capabilities through Perplexity's web interface, enabling web search, deep research, chat, and documentation retrieval without API keys.

ZaimHub - Russia loans Catalog

MCP server exposing the public catalog of Russian microfinance organizations from zaimhub.com, all listed in the state registry of the Bank of Russia: loan terms for new and repeat clients, full cost of credit, legal entities and registry numbers, borrower ratings and reviews, plus the legal context of microlending in Russia. 7 tools, Russian output, no authentication. Attribution to canonical URL

engram

An MCP server that stores atomic facts extracted from text, links them to entities and relationships, and synthesizes higher-order observations (patterns, preferences, insights) via a reflect loop.

Mattermost MCP Server

Enables Claude to interact with Mattermost through search functionality, user management, channel operations, and team information retrieval. Supports message search by keywords/users/dates, thread viewing, and displays all timestamps in Korean Standard Time (KST).

Coolify MCP Server

Enables AI assistants to interact with Coolify self-hosted instances for application deployment, management, and monitoring. Features 4 unified tools optimized for VS Code's limits, covering app management, environment configuration, system administration, and built-in documentation.

observe-instrument-mcp

An MCP server that automatically instruments Python AI agents with the ioa-observe-sdk, adding OpenTelemetry-based tracing, metrics, and logs with zero manual effort.

ncbi-mcp

A server providing access to NCBI E-utilities API for searching and retrieving data from databases like PubMed, Protein, and Nucleotide.