Model Context Protocol

This page is a collection of notes and links related to the Model Context Protocol (MCP), a proposed standard for extending managing context in large language models () via external tools.

Resources

Field Category Date Link Notes
Audio Processing Integration 2026 SAS Audio Processor

Exposes 25 DeclarAgent-based MCP tools for trimming, normalizing, compressing, EQ/reverb/pitch-shift/time-stretch, analysis, and MIDI extraction; accepts WAV inputs and emits structured JSON for Claude/MCP clients.

Automation 2025 macos-automator-mcp

a macOS Node server that exposes AppleScript and JXA to MCP clients

Server Implementation 2026 playwrightess-mcp

an experimental MCP server that exposes a persistent Playwright JavaScript eval environment via a single playwright_eval tool

2025 paws-on-mcp

yet another Python MCP server

Context Management Integration 2026 claude-context-mode

an MCP server that adds context mode support and tooling for Claude workflows

Document Processing 2025 markitdown

a document-to-Markdown conversion tool/library useful for ingestion pipelines

Documentation Server Implementation toMCP

turns any website or docs into an MCP server by extracting clean Markdown

Extension Architecture hyper-mcp

a powerful MCP server that leverages WebAssembly plugins

Graphics blender-mcp

a server that enables real-time interaction between Large Language Models and Blender using JSON over TCP.

openscad-mcp

an MCP server for OpenSCAD that enables design automation and AI-assisted 3D modeling

Integration annas-mcp

an MCP server (and CLI) for searching and downloading documents from Anna’s Archive

Fabric-Analytics-MCP

an MCP server that integrates with Microsoft Fabric for analytics tasks

LLM Interoperability Integration mcp-llm-bridge

a bridge that connects MCP servers to OpenAI-compatible language models through a standardized interface.

Language Bindings Server Implementation 2026 swift-fast-mcp

a Swift builder API for quickly assembling MCP servers

2025 mcp-golang

a Go-based MCP server implementation

Multi-agent Systems Frameworks agent-kit

an MCP framework for building multi-agent networks

RAG Server Implementation 2026 qmd

local markdown-first knowledge indexing/search engine with hybrid BM25/vector/reranking and MCP transport for Claude-compatible clients, plus context-aware retrieval via CLI.

2025 haiku.rag

an agentic RAG toolkit that can run as an MCP server (document indexing, search, QA)

Reverse Engineering 2026 ghidra-mcp

an MCP server that integrates with Ghidra for reverse engineering workflows

Tooling Integration Forgemax

a code-mode MCP gateway that collapses many tool schemas into two tools (search and execute) via a sandboxed V8 JavaScript runner

Visual Programming Server Implementation 2025 node-red-mcp

a Node-RED MCP server with HomeAssistant understanding

WebMCP Demo 2026 music-composer-webmcp

a WebMCP demo that lets agents compose music in a browser-based sequencer via WebMCP tools

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