#agno

Public read-only MCP server for structured aquarium, marine, terrarium and paludarium habitat data. Exposes 39 read-only tools, 9 guided prompts and an Apps-compatible Habitat Explorer widget over a Streamable HTTP endpoint with auth none.

Documentation and assembly review for @nhtio/adk.

Chronicle MCP is a high-performance, universal local chat history archive connector designed specifically for Model Context Protocol (MCP) clients like Cursor, Claude Code, and daily development environments. Built natively in Python, it serves as an intelligent local storage and indexing layer that bridges your historical workspace transcripts directly into your active LLM context window. The tool addresses a critical bottleneck in AI-assisted engineering: context window bloat. By locally cleaning, formatting, caching, and dynamically chunking imported historical data, Chronicle MCP reduces context token usage by up to 40% while keeping your assistant fully informed of past decisions, codebase iterations, and project parameters.

Exposes 280+ free dev/security tools from onlinecybertools.com as MCP tools in one server: Base64/URL/JWT encoders, MD5/SHA/HMAC/bcrypt/argon2 hashes, JSON/YAML/XML formatters, regex tester, network diagnostics (ping/traceroute/dig/whois/SSL/SPF/DMARC), and OSINT lookups. No auth, no API key.

Diagnose MCP servers — health checks, tool testing, token cost audits, conflict detection, and security scanning with 50+ prompt injection patterns. Works as CLI or MCP server inside Claude Desktop.

Real-time DNS, SSL, IP geolocation, blacklist check, web security scanner and 15 more network diagnostic tools for AI assistants

Yamaru Hardware Probe gives Claude Desktop and other MCP clients real visibility into your machine. 10 expert tools: full hardware inventory, real-time performance & thermal monitoring, RAM pressure analysis, SMART storage health, antivirus impact diagnostics, and LLM compatibility checks (VRAM fit, quantization prediction). Perfect for AI engineers, developers,vibe coder, gamers, and creators who want grounded answers instead of "it depends on your config". Apache 2.0, privacy-first (auto-anonymization), npm-installable.

AI-powered industrial fault diagnosis MCP server for field technicians. 8 tools: diagnose faults from 313+ codes across 9 equipment categories (Allen-Bradley, VFDs, conveyors, packaging, AS/RS, palletizers, pilers, CR30 relays), search 500+ parts catalog with supplier links, get equipment profiles, and list fault codes. Built for maintenance teams who need fast, accurate diagnostics on the factory floor.

EdgeDNS provides a server that exposes 90 domain intelligence tools covering DNS, email security, website security, SEO analysis, tech stack detection, performance, threat intelligence, network diagnostics, compliance, and reporting.

Java memory leak diagnostics via MCP. Channels jcmd, jmap, jstat, JFR, Eclipse MAT, and async-profiler into a structured investigation workflow with confidence-based verdicts. Two slash commands: /leak-scan (conservative) and /leak-deep (full forensics). Designed for Claude Code.

ShellGuard is an MCP server that lets LLM agents securely SSH into remote Linux hosts with read-only shell access. Instead of copy-pasting terminal output, your AI can run safe diagnostics, inspect logs, query systems, and troubleshoot production, staging, or dev environments autonomously. All commands are parsed, validated against a strict allowlist, and executed with timeouts and output limits—blocking destructive operations while guiding the LLM to safe alternatives.

TestDino MCP boosts your AI assistant with powerful tools and analysis capabilities. It lets your AI analyze test runs, perform root-cause analysis, and detect failure patterns

Agentic assistant that handles the complexity while you focus on results. With MCP support and advanced Orchestrator/Agent capabilities, BB connects to hundreds of external data sources & tools and breaks down complex tasks for maximum efficiency.

High-performance XML file comparison with semantic analysis capabilities. Features StAX streaming parser for memory-efficient processing of large XML files (60MB+ tested), order-agnostic semantic comparison, and multiple output formats (text, JSON, Excel). Includes 5 MCP tools for comprehensive XML analysis and comparison.

MCP wrapper for osquery

This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, CrewAI, RAG, automation with n8n, and scalable agent deployment using Docker, AWS, and BentoML.

The portable alternative to Cursor Rules and IDE-specific rules. Transform your project documentation into intelligent AI context using standard Markdown files that work across any MCP-compatible AI tool. Escape vendor lock-in and scattered documentation forever.

A web-hosted AI chat platform available at moopoint.io, designed for developers and advanced users to interact with multiple large language models (LLMs) through a single, unified interface. The platform allows seamless integration with custom MCP servers and gives users secure control over their own API keys for providers such as OpenAI, Anthropic, and others.

MCP Server for starting new projects

APUS岐黄（医疗）& 智草（中医）大模型的MCP服务

Zerodha MCP Server & Client (Kite x Agno)

An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.

Test repository for MCP server

MCP Server to get system info

AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prompts.