Spring Mcp Server Tutorial

Build an MCP server in Java with Spring Boot 4 and Spring AI — expose your app's operations as tools any AI agent can call.

Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search.

Australian tax knowledge base for agents: 34,500+ ATO documents, cited answers to any tax question.

First production Authority-MCP. W3C VC attested by Jassverband Schweiz.

Math & statistics graphing, computation, visualization, and validation engine

Tree-structured knowledge base as an MCP server

Manage Speko voice-AI agents, sessions, calls, phone numbers, knowledge bases, evals, and docs.

Free calculators as MCP tools: finance, taxes, health, units, dates. Search, fetch & compute.

Index source code into a local knowledge base, search with keyword + semantic + hybrid modes.

CreationLoop is your Marketing Agent. Read the overview, offer, and FAQ; apply as a design partner.

Norwegian open-source community wiki (2,290 articles, 2008-2022) as a signed KCP knowledge web.

Parent/fan access to Artsonia student-art portfolios, comments, and fans (AI-built).

Wikimedia Commons file/image/audio/video search via MediaWiki Action API

Woody, the AI firearms expert. Verified specs, legal lookups, and knowledge base.

Zed Mcp Server Redmine

Zed extension and standalone MCP server for Redmine, exposing issues, projects, wiki, time entries, attachments, versions, relations, watchers, and checklists to AI agents.

OA-first paper fetcher: DOIs/arXiv IDs to local PDFs + metadata via Open Access APIs.

MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes

Parent/fan access to Artsonia student-art portfolios, comments, and fans (AI-built).

Docker Mcp Tutorial

Complete tutorial materials for building MCP servers with Docker - from NetworkChuck's video

Generate Schema.org JSON-LD markup for 12 types including Person, Product, and FAQ.