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A local MCP server that indexes codebases using Tree-sitter AST parsing and LanceDB, enabling AI models to search across repositories with sub-second latency.

Crossref MCP — wraps the Crossref REST API (academic papers, free, no auth)

Exposes Windows system information and control tools including hardware stats, network details, and process monitoring. It enables AI applications to retrieve real-time data about CPU, memory, drives, and active system processes.

The Lead Generation Server is a production-grade system built on the MCP Python SDK that enables AI assistants to discover and enrich business leads through multiple data sources. It implements a complete lead lifecycle with UUID-based tracking, leveraging Google CSE for discovery, Hunter.io and Clearbit for data enrichment, and LinkedIn scraping via Playwright for deeper insights. The server features smart caching with Redis, asynchronous processing for high concurrency, and comprehensive monitoring via Prometheus. Particularly valuable for sales teams and marketers who need to generate qualified leads without switching between multiple tools, it provides a unified API for lead generation, enrichment, and maintenance operations.

Cat Facts MCP — wraps Cat Facts API (free, no auth)

A sovereign, MIT-licensed MCP server wrapping the FallProfile SDK for professional service workflows, with Ed25519 signing and offline capability.

Enables looking up ISO standards (e.g., 27001, 9001) with live status, pricing, compliance catalogue, and ISO Open Data file pointers.

Integrates OpenShift LightSpeed with Claude Code to provide AI-powered OpenShift assistance and troubleshooting.

Enables AI agents to use pay-per-use web scraping, Base blockchain analytics, and PDF text extraction tools, monetized via x402 USDC micropayments.

The hands-on project for the course to practice

Connects to TimeZest scheduling automation for MSPs. Provides read-only access to appointments, pending scheduling requests, engineer schedules, and ticket lookups. Designed for ConnectWise and Autotask integrations with 8 tools for schedule management and reporting.

MCP(Model Context Protocol) server implementation. Just a toy.

A read-only MCP server for Cockpit CMS that lets AI agents explore content models, fields, and items via tools, without mutating data.

This server allows users to perform web searches using Perplexity AI, providing a tool for retrieving search results through a simple API interface.

MCP server inspector that reads a server's published source code and reports findings with file:line evidence, helping users assess what an MCP server does before connecting.

MCP Server for interacting with Kafka

Read-only MCP server that monitors a Bitcoin Core full node via JSON-RPC, providing tools to check node status, network info, mempool, and peer information.

A FastMCP server that enables searching Korean legal documents and retrieving relevant articles to answer legal questions using the Open Law API.

An MCP server that indexes exam PDFs and HTML documents for semantic search, topic frequency analysis, and study plan generation, fully local and private.

MCP server for Oracle Fusion BI Publisher that lets AI agents run queries, reports, and manage catalog objects via a secure, scoped interface.