MCP Servers

python-pip-mcp

lukeage

Minimal Example Implementation of a MCP Server / Client with Python and Pip. This example is tested in VSCode and Windows and both server and client are debuggable.

SplitMind MCP Agent Communication Server (Redis Edition)

webdevtodayjason

A2AMCP is a Agent2Agent MCP communication Server taking the concept from Google's Agent2Agent Protocol (A2A)

mcp-k8s

sharma0vineet

MCP k8s server

Organized AI\n\nA TypeScript client for the Model Context Protocol

jhillbht

A TypeScript client for the Model Context Protocol with support for managing multiple MCP servers, API keys, and tools

Minibridge

verifiableb

Make your MPC servers secure and production ready acuvity, mcp, mcp-gateway, mcp-server, modelcontextprotocol, mtls, security

SSB-MCP

haakonjacobsen

MCP server for interacting with Statistics Norway (SSB) API - enabling AI agents to access Norwegian statistical data

Personal knowledge twin with semantic search. Store voice notes, documents, URLs, principles, and skills from any AI chat, then retrieve them with inline provenance citations. Hosted, multi-tenant, with per-user bearer-token auth and full data isolation.

Mcp Langchain Bridge

archimedes-market

Expose any LangChain chain, agent, or tool as an MCP server. Schema-aware tool registration, tool-call tracing, retry and timeout policies, and structured output validation. Bridges the LangChain ecosystem into Claude / ChatGPT / Cursor without rewri

MCP USDA Server

AntonioPavoni

MCP Server Template for USDA Tools

MCP Dependencies Installer

Xeonice

install all of deps for mcp server

Schemacheck Agent

garyedgington

SchemaCheck Agent validates JSON payloads against JSON Schema Draft 7 and 2020-12 standards. Designed for agent-to-agent workflows, it returns structured validation results instantly — including field-level error paths, human-readable summaries, and optionally a corrected payload

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities.

Manage music promotion and YouTube growth campaigns through AI assistants like ChatGPT, Claude, and Gemini. Automated Meta and Google ad campaigns for artists, labels, and YouTube creators — no agency fees.

mcp-server-weather-test

tamujin

mcp-server-weather-test

MCP Stateful Example

stevemadere

A simple stateful mcp server example. Clone and modify to make any stateful mcp server.

Dub.co MCP Server

Gitmaxd

MCP server for Dub.co link shortener API integration

AI Agent-first download tool built on aria2. Forces file-allocation=none, uses RPC tellStatus for reliable completion detection. MCP compatible, zero dependencies.

ModelCostSaver

mcp-shell-server

akaiserg

A simple MCP (Model Context Protocol) server that exposes terminal commands and access to pictures.

JS MCP Server

justin-echternach

This repository has moved to Positive-Spaces/js-mcp-server

Alkemi Mcp

alkemi-ai

Integrate your Alkemi Data, connected to Snowflake, Google BigQuery, DataBricks and other sources, with your MCP Client.

Slackbot MCP

adamkleingit

A Slackbot LLM agent that allows connecting to an LLM and MCP servers

MCP Port Cleaner Server

BrightLin

Use this MCP Server when you encounter 'EADDRINUSE' (Address already in use).

Unwatched

Daniel1997x

Turn any YouTube video into an agent-executable runbook — timestamped steps, confidence markers, schema-validated (MD/YAML/JSON). Tools: decode_video, wait_for_job, get_runbook, list_library. Free tier: 5 decodes/month.

Spec Migrator 2511

studiomeyer-io

MCP Spec 2025-11-25 migration toolkit: detect, diff, compatibility-matrix, plan, check. Foundation pillar by StudioMeyer (MCP Factory).

MCP Server

Cavumnigrum

Test MCP server that can do several things

MCP Sumo Logic

samwang0723

MCP server for Sumologic

むらっけ MPC Server

crow-fox

ポケモンの特性「むらっけ」を簡易的に再現したMPC Server

Remote MCP server for Japan's EDINET DB — structured financial data, HR/diversity disclosures, policy shareholdings, supply chain, corporate history, and director profiles for approximately 3,800 Japanese listed companies. OAuth 2.0 multi-tenant SaaS, in production since 2026-03-

Playwright MCP Server

ma-pony

Playwright MCP Server 一个基于 FastMCP 框架的专业级 Playwright 浏览器自动化 MCP 服务器，为 LLM 应用提供强大的网页交互和数据提取能力。

Fortune Cookie Mcp

maxbogo

Ever wondered what happens when your LLM is guided by the same chaotic energy that powers takeout dessert?

browser-use-mcp-server

MCP-Mirror

Mirror of

ConnectWise Manage MCP Server

ethangillani

connectwise-mcp-server to use with Claude Desktop

Enhanced MCP QR Generator

zavora-ai

A powerful and flexible MCP (Model Context Protocol) server for generating QR codes from URLs and text.

Claude Desktop Real-time Audio MCP Server (Python Implementation)

joelfuller2016

Python-based Model Context Protocol (MCP) server for real-time microphone input to Claude Desktop on Windows. FastMCP + sounddevice + multiple STT engines for sub-500ms latency voice conversations.

Mcp Server Cloudbrowser

clpublic

专为LLM智能体打造的云原生解决方案，提供防关联指纹浏览器环境与自动化交互API。无需部署本地环境，消除性能瓶颈与运维负担，开发者可专注核心逻辑开发。 核心能力包括： 防关联云环境，多环境独立指纹隔离，支持无痕自动化操作 。浏览器行为模拟：精准执行网页访问、元素级截图、动态数据抓取、智能表单填充等交互 。 LLM专属适配：浏览器行为轨迹模拟、DOM树解析优化、数据结构化输出 。 弹性资源调度：单会话调试到万千级并发采集，自动匹配算力需求

OTRS MCP Server

spoonbobo

OTRS MCP server

Banana Prompts MCP

Banana-Prompts

This MCP (Model Context Protocol) server allows you to search for high-quality AI art prompts directly from Banana Prompts (https://bananaprompts.fun).

MCP-server Discord Webhook

shehdrbs123

Model Context Protocol server for sending messages via Discord webhooks

PlugRail Japanese Calendar

plugrail

Japanese holiday and business-day calculations using official Japan Cabinet Office data.