Delphi-native AI ecosystem with RAG, agents, and runtime provider switching to outperform single-provider tools.

Vector database server for semantic document search and metadata filtering, built on Chroma

AI-powered data analysis across SQL databases and file formats with visuals, without needing SQL or Python.

100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced agentic code analysis tools through MCP for efficient code agent context management

A mcp server that bridges Dune Analytics data to AI agents.

eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.

JSON schema generation and filtering server with TypeScript type creation optimised for retrieving relevant context JSON data using quicktype-core and support for shape-based data extraction, nested object filtering, and array processing operations.

An MCP for WireShark (tshark). Empower LLM's with realtime network traffic analysis capability

Provides AWS spend analytics and Bedrock usage insights via Claude Desktop with cross-account access and secure HTTPS setup.

QuantConnect Algorithmic Trading Platform Orchestration MCP - Agentic LLM Driven Trading Strategy Design, Research & Implementation.

Real-time crypto data, AI-generated signals, and price forecasts with deep market analytics and technical insights.

AI-powered market analysis toolkit unifying data, scanners, and option strategies with Interactive Brokers integration for Claude Desktop.

Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more

Modular agent framework enabling real-time data integration, retrieval-augmented reasoning, memory persistence, and chainable tool orchestration across diverse data sources.

Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.

Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface.

Dashboard for monitoring claude code sessions.

A graph DB-based MCP memory server for coding agents with intelligent relationship tracking

ETL-driven Ramp data analyzer using an ephemeral in-memory database for LLM-powered insights.

Real-time risk scoring and asset insights for EVM addresses, domains, and dApps via BICScan, with multi-network asset details.

Dictionary-driven toolkit for AutoGen Studio enabling quick discovery and seamless use of diverse AI capabilities via a unified interface.

Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.

The implementation of Model Context Protocol (MCP) server for VictoriaMetrics

A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation