Building an AI-Powered MCP Server with Spring AI: Querying Product Data without APIs
This MCP server is built with Spring AI and Spring Boot to expose a Product table (with fields like name, code, quantity, and price) to AI assistants using the…
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Market Data Mcp
# market-data-mcp  **Real-time market data: quotes, news, earnings calendar, and a watchlist scanner…
Docker 설정 가이드 - CRM MCP 서버
# Docker 설정 가이드 - CRM MCP 서버 이 가이드는 Model Context Protocol (MCP) 서버를 Docker 이미지로 빌드하고 배포하는 방법을 설명합니다. ## 1. 프로젝트 개요 이 프로젝트는 Spring AI를 사용하여 MCP 서버를 구현하였으며, 주요…
Claude Code
claude-code-mcp is an MCP server that calls the locally installed Claude Code CLI and provides tools for code explanation, review, fixing, editing, testing…
Microsoft Sentinel MCP Server
MCP server for Microsoft Sentinel. Enables access to Sentinel logs, incidents, analytics, and Entra ID data via a modular, queryable interface. Strictly…
Perplexity MCP Server
A Perplexity MCP server based on https://github.com/jaacob/perplexity-mcp which includes additional tools supporting domain filtering, search recency and model…
Exa
Query Exa API to retrieve structured search results.
glim.sh - live data for any agent (hosted, Streamable HTTP)
Live data from Twitter, Reddit, the web, GitHub, Amazon and YouTube for AI agents - one hosted MCP server, no API keys.
Kagi Search
Integrates Kagi search API to provide web search, news retrieval, and fast GPT-powered question answering for up-to-date information access and content…
Browser Use
Integrates browser automation with natural language commands for web scraping, form filling, and visual interaction tasks.
Perplexity Search
Integrates with Perplexity AI search API to enable real-time web searches with customizable parameters for recency filtering, domain-specific queries, and…
SPARQL
Integrates with SPARQL servers to enable querying and manipulation of RDF data sources, facilitating semantic web integration for knowledge graph exploration…
Facebook Ads Library
Get any answer from the Facebook Ads Library, conduct deep research including messaging, creative testing and comparisons in seconds.
UK Parliament - Open Data - Model Context Protocol Server
parliament open data MCP server. (This repository is no longer actively maintained. Development continued in a fork which contains major improvements and…
Next.js API Scanner
Scans Next.js project directories to extract API route information, validation schemas, and type definitions for automated documentation and testing workflows
Grey Swan
Provides a MongoDB-integrated platform for systematically documenting and analyzing AI safety challenges, tracking LLM vulnerabilities through detailed thread…
QA Sphere
Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from…
Rust Docs
Fetches and returns Rust crate documentation from docs.rs, providing essential context for working with Rust code.
Perplexity Research
Enables internet research capabilities through Perplexity AI's API, retrieving up-to-date information with source citations while maintaining conversation…
whatsapp-mcp
Provides a secure bridge to your WhatsApp account, enabling message search, contact management, and sending capabilities while keeping all data stored locally…
Add Nanobot Customer Service
一個基於 Model Context Protocol (MCP) 的智慧客服 RAG 伺服器。本工具允許 AI 客戶端（如 Cursor、Claude Desktop）透過標準化 Tool 呼叫直接檢索平台的操作說明、常見問題與遊客須知知識庫。具備嚴格的防瞎掰機制，查無資料時誠實告知，確保 AI…
Brave Search MCP/SSE Server
Stream Brave Search (web & local) results via a Model Context Protocol (MCP) / Server-Sent Events (SSE) interface. Acts as a centralized, observable tool…
CrustAPI
MCP server for CrustAPI. Live Google Search, Maps, News, Images and Reviews for AI agents. Pay only for results.
API Direct
Search public social, news and local-business data across 13 platforms through one MCP server — LinkedIn, X/Twitter, Facebook, Reddit, YouTube, Instagram…