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MCP Servers

Expose your Rails app as an AI accessible interface — define tools and resources the Rails way.

Agent Library personal knowledge base with a search and retrieval system MCP Server and CLI. Preconfigured local models and support for Text, images, OCR/vision, and code embeddings.

Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages.

A Model Context Protocol (MCP) server for managing Memory Banks, allowing AI assistants to store and retrieve information across sessions. Now with remote server support!

565 AI-callable tools across 16 MCP servers controlling Blender, Substance Painter, Substance Designer, Substance Sampler, Maya, Houdini, and Unreal Engine 5 — unified under a single AI agent.

Axon Pro transforms flat codebases into structural knowledge graphs, providing AI agents and developers with 100% precise architectural awareness across polyglot microservices and modern web...

This package strives to be the most up-to-date database of all Model Context Protocol (MCP) clients and their capabilities, to enable MCP servers understand what features an MCP client supports and...

A curated, tracked list of Model Context Protocol (MCP) servers for work — geocoding, routing, PostGIS, STAC/imagery, QGIS/ArcGIS, weather, and the commercial location platforms.

A free, professional, open-source financial analysis and quantitative trading MCP server. It lets you deploy a local financial MCP service with one command, using a departmental architecture that...

is a next-generation agent orchestration framework that enables intelligent agents to control and coordinate actions across creative and technical tools in real time using the .

AI Game Developer for Unreal Engine — MCP plugin (C++ editor plugin + .NET bridge), unreal-cli, connects Unreal Editor to AI agents via ai-game.dev or a local MCP server

Hands-on lab of ten Model Context Protocol (MCP) challenges reproduced from real CVEs and public incident reports.

