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state-of-ai-in-design-systems

Updated today

A field survey of how 20 open-source design systems make themselves AI-friendly: MCP servers, agent skills, llms.txt, and the techniques that keep models on-system (last updated: July 2026)

NOASSERTION★ 0

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pbscope

Updated today

by pwrdrvr

macOS pasteboard diagnostics — clipboard event history, flavor inspection, and an HTTP MCP server for agents

MIT★ 0

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unraid-mcp-server

Updated today

by hektyc

Feature-rich, safety-enhanced Unraid MCP server with read-only mode, granular action toggles, and universal AI client support

MIT★ 0

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CastCLI

Updated today

by JustinANelson

Java 21 LLM orchestration harness: routes tasks between local Ollama models and frontier cloud models (OpenAI/Anthropic/Gemini) with MCP client/server support, multi-agent pipelines, and durable shared memory.

Apache-2.0★ 0

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mariana-google-mcp

Updated 2d ago

by marianasmall

Custom MCP server for Gmail, Calendar & Contacts with safety-first defaults

MIT★ 0

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derm-mcp

Updated 2d ago

by sujitsilas

derm-mcp is a Model Context Protocol server for AI-assisted analysis of skin single-cell omics data, enabling agents to query cellular states, identify biomarkers, interpret pathways, and explore tissue-level interactions across dermatological datasets.

★ 0

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agent-mcp-hub

Updated 2d ago

by blackaxgit

One MCP server that bridges Codex, Cursor, OpenCode, and Claude Code into any MCP client.

MPL-2.0★ 0

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spanner-schema-explorer

Updated today

by kartikparasher

Google Cloud Spanner Read-Only MCP Server 2026 - Safe Schema Inspect & SELECT Queries

★ 0

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gitpin

Updated today

by shmindmaster

Pin agent answers to Git HEAD. Path, line, full SHA. Read-only MCP server that produces evidence agents must prove and you can re-check with git show.

MIT★ 0

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greenfield-mcp-dispatch

Updated today

by ziad-elsheikh

An MCP server for Greenfield Agriculture providing safe, scoped LLM access to dispatch autonomous farming equipment. Features human-in-the-loop elicitation for chemical applications, defensive validation, and role-based notifications.

★ 0

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sweep-mcp-docker

Updated 2d ago

by dvystrcil

MCP server that triggers model-testing sweeps via the n8n kickoff webhook. Companion to model-testing#36.

MIT★ 0

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mcp-sandbox-setup

Updated today

by geomux

Docker compose stack to set up a containers for a remote MCP server and reverse proxy on a remote host. Ideal for blast radius containment for LLM/code testing.

★ 0

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mcp-monica

Updated 2d ago

by devsBlockpoint

MCP server proxying ÉLEVÉ Supabase Edge Functions to the Claude Agent SDK

★ 0

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money-s3-mcp-server

Updated today

by INTEVIA

MCP server pro propojení AI asistentů (Claude, GPT, …) s účetním systémem Money S3 přes GraphQL API. Umožňuje číst a zapisovat faktury, pokladní doklady, bankovní výpisy, sklad, objednávky, účetnictví, mzdy a 15 číselníků — celkem 129 nástrojů přes standardní Model Context Protocol. Podporuje stdio i HTTP transport (Docker ready).

★ 0

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