MCP Servers

Food Safety Supply Chain

apifyforge

Food safety supply chain intelligence via the Model Context Protocol — giving AI assistants direct access to FDA recalls, adverse event reports, supplier hygiene ratings, ingredient trade flows, contamination pathways, and seasonal risk projections.

Give Claude AI read-only access to your entire INDmoney portfolio. Fetch Indian stocks, mutual funds, US stocks, gold, credit cards, loans, savings, and Experian credit score — all from Claude Desktop. Uses Playwright browser automation with OTP login and AES-256-GCM encrypted pe

Pepys

Ankur Shrestha

Thin stdio MCP connector for the Pepys transcription API. npx pepys-mcp – give Claude, ChatGPT, or Cursor audio/video transcription: diarization, SRT/VTT, podcasts, paste-a-link.

Finance Toolkit

JerBouma

The Finance Toolkit gives AI assistants access to 200+ financial metrics, all calculated

AI-native E2E test runner. JSON tests, parallel Chrome pool, MCP integration with Claude Code. Paste a GitHub issue, get a runnable test back.

glue-mcp

atcol

A model context protocol (MCP) server to AWS Glue Data Catalog

Stock Price X402

Br0ski777

Real-time stock quotes -- price, change %, volume, market cap, company name. All major US and intl exchanges. -- x402 micropayment API + MCP server for AI agents

Lightning Network MCP Server

MCP-Mirror

Mirror of

supplement-advisor-mcp

erinheit451

Evidence-based supplement recommendation MCP server with 17 supplements, medication interactions, and form quality classification

Shopify MCP Server for Claude

abhi-tapestry

Shopify MCP server

Demand Discovery AI

demand-discovery-ai

Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring),

Taiwan Logistics

junter1989k-ai

Remote MCP server: AI agents create Taiwan CVS pickup and home-delivery shipments via ECPay Logistics. Zero-setup demo, stateless BYO.

Brilliant Directories MCP

brilliantdirectories

Official MCP server for Brilliant Directories, the membership and directory website platform powering 50,000+ sites. Manage members, posts, leads, reviews, pages, redirects, email templates, forms, menus, tags, and more from any AI agent. Ships an OpenAPI 3.1 spec and an interact

Ejentum MCP

ejentum

Exposes the four Ejentum cognitive harnesses (reasoning, code, anti-deception, memory) as MCP tools any agentic client can call. Drop-in scaffolding that catches LLM failure modes like sycophancy, hallucination, and reasoning shortcuts.

CloudStack MCP

walteh

proof of concept MCP server for apache cloudstack

mcp-api-tester Tools & Interfaces

TinyMurky

mcp server for llm to test api

SwarmUI_MCP_Agent

MathewTomberlin

A simple prototype SwarmUI MCP server with accompanying local LangChain Ollama agent

LOINC API MCP Server

Kryzo

This project provides a modular Python wrapper for the LOINC API, with an MCP server interface that integrates seamlessly with Claude Desktop for intelligent medical terminology lookup and standardization.

It provides MCP tools to fetch the latest stable version of libraries and modules from various programming language package registries (Java, Python, Go, Rust, PHP, C/C++, Ruby, Dart, Swift, and JavaScript/Node.js).

Mapleflow

kalven22

Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI through one API key. Plus translation, weather, and utility endpoints. Pay per token, unused credits auto-refunded.

API intelligence for AI coding agents. CLIRank scores 387 APIs on agent-friendliness: auth method, CLI tools, headless operation, pricing transparency. Six MCP tools for API discovery, comparison, scoring, and docs retrieval. Built for Claude Code, Cursor, Copilot, Codex, and Win

MCP Server for Paddle Billing

MCP-Mirror

Mirror of

Give your AI agents a wallet they can't abuse. Almega is an MCP server that puts a control layer in front of every payment: per-agent spending limits, allow-listed categories, 1-click human approval on sensitive transactions, and a full audit ledger. Two backends ship in one file

spring-mcp-server

shivas1516

This MCP server implemented with spring AI and Oracle DB is mainly focused in learning and testing purpose

Is this song AI or human? SongCheck detects AI-generated music (Suno, Udio, and more) and media from any AI agent. Point it at an audio file, an image/video, or a whole music folder and it returns a verdict (LIKELY AI-GENERATED / UNCERTAIN / LIKELY HUMAN), an AI-probability score

Model Context Protocol Servers in Quarkus/Java

MCP-Mirror

Mirror of

MCP server to get a daily news summary from multiple RSS feeds. Configure your favorite news sources and ask Claude for a summary of today's news.

MCP Service Framework

Hiohk

一个基于MCP协议开发的LLM（大模型）服务端项目

HAL is a Model Context Protocol (MCP) server that provides HTTP API capabilities to Large Language Models. It allows LLMs to make HTTP requests and interact with web APIs through a secure, controlled interface. HAL can also automatically generate tools from OpenAPI/Swagger specif

Mowgli

mowgli-ai

Mowgli is an intelligent product canvas that connects to your coding agent over MCP or as an Agent Skill. Use it to turn an existing frontend or GitHub repo into pixel-perfect, editable React + Tailwind designs, iterate on them in natural language, and sync the results back into

Kodus MCP HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_query/osv_query_batch tools.

evm-mcp

Nightfallsh4

A MCP server for doing ETH transactions in an EVM chain

Limelink Mcp Server

hellovelop

MCP server for managing Limelink dynamic links. Create short links with platform-specific deep linking (iOS/Android), social media previews, and UTM tracking. Retrieve link details by suffix or full URL. Includes

SeedBase — Synthetic Test Data

marcelglaeser

Generate realistic, FK-consistent test data for your databases from your AI assistant. List projects, get schema DDL, generate datasets as SQL.

AWS-kb-MCP

Mohammed2803

AWS Knowledge Base Retrieval MCP Server

MCP server for the IOTA blockchain — 20 tools for AI agent integration: wallet, Move CLI, and on-chain operations.

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP Server for Odoo (beta)](https://www.cdata.com/download/download.aspx?sku=OEZK-V&type=beta).

Manage Cloudflare Workers, KV, R2, DNS, and cache purging from your AI assistant. Vercel, Railway, and Netlify all have MCP servers - now Cloudflare does too!

Open-source MCP server for strategic reasoning and multi-perspective analysis. Connect AI agents to Counsel's debate-driven decision-making platform with support for consultations, advisor sessions, and automatic question refinement. Features hosted server for instant setup or se

Mcp Base

berkayderin

MCP Base is a community-driven web platform focused on the Model Context Protocol (MCP) ecosystem. This platform serves as a central directory for discovering, sharing, and organizing MCP servers and clients.

Simplifier Mcp

simplifier-ag

An MCP Server that enables integration of AI assistants with the Simplifier Low Code Platform. It provides tools and resources for creating and managing Simplifier Connectors and BusinessObjects.

MCP Playground: Your Sandbox for Claude & Gemini with Model Context Protocol 🚀

bighadj22

MCP Playground: Experiment with Anthropic's Claude & Model Context Protocol. Chat, connect servers, test tools.