Servers

derm-mcp

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.

agent-mcp-hub

by blackaxgit

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

spanner-schema-explorer

by kartikparasher

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

gitpin

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.

greenfield-mcp-dispatch

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.

sweep-mcp-docker

by dvystrcil

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

mcp-sandbox-setup

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.

mcp-monica

by devsBlockpoint

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

llm-mcp-client

by simonw

Access tools from MCP servers as LLM tools

money-s3-mcp-server

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).

a2web

by yoselabs

Agent-to-Web — adaptive web fetching MCP server and CLI for AI agents.

foliant

by magnetron01123

Self-hosted MCP-Server: Regel-Nachschlagewerk für D&D 5e (Fassung 2024), Deutsch-first

japan-keiretsu-intelligence-mcp

by GanieZ

Japanese Business AI 2026 - Open-Source MCP Plugin for Public Intelligence & Grants

buywhere

by BuyWhere

BuyWhere agent-native product catalog API

n3fjp-mcp

by sbrunner-atx

MCP server for logging amateur-radio QSOs to N3FJP logging software over its TCP API. Sibling of fldigi-mcp.

fldigi-mcp

by sbrunner-atx

Operate fldigi by chatting with an AI — read, tune, log, and transmit ham-radio digital modes through the Model Context Protocol.

agent-thinktank-stack

by PranavGS2006

AI Coding Memory MCP 2026: 20 Tools for Persistent Sprint & Decision Management

homebrew-tap

by everyapi-ai

EveryAPI CLI / MCP server Homebrew tap (brew tap everyapi-ai/tap)

pg-practice-knowledgebase

by bokyostudio

The Ultimate guide to PostgreSQL Optimization for AI Code Generation in 2026

telos-customer-validator

by hieu5882

The Art of Customer Validation: 2026’s Overlooked Startup Growth Filter

idea-anvil

by DaniiN2

Best AI Coding Agent Pipeline Builder 2026 – Plan-Forge Drift-Proof Execution Contracts

simongonzalezdc

by simongonzalezdc

Public GitHub profile README for Simon Gonzalez De Cruz: AI systems builder, MCP server developer, Kyanite Labs founder, and product-minded automation engineer.

go-hooppy

by anatolykoptev

Go client library, CLI and MCP server for the Hooppy (hooppy.ru) social media auto-posting API — publish to VK, Telegram, Instagram, YouTube and 20+ other networks

shopify-mcp

by Splaticusamz

Tested read-only MCP server for Shopify products, orders, inventory, customers, and analytics