MCP Server Directory

27991 Model Context Protocol servers — searchable, rated, ready to install.

ariadne io.github.MikhailHal/ariadne

Returns only the unit tests affected by your current Kotlin/Android code changes.

local git dev-tools Official Registry
ai-test-process-mcp io.github.Hashi-Kazu/ai-test-process-mcp

AI-assisted MCP server for JSTQB-based test planning, design, review, and analysis.

local git dev-tools Official Registry
Yango Tech Retail MCP io.github.A1-x-Tech/mcp-yango-retail

MCP server for the Yango Tech Retail B2B API: orders, products, prices, discounts, stocks.

local git finance Official Registry
AgentBrink com.agentbrink.www/mcp

Give your AI agent an identity: its own email, webhook, repo, secrets vault, memory and skills.

remote git communication Official Registry
budget-tracker io.github.emnbc/budget-tracker

joinBudget MCP: Manage personal finances, budget spaces, transactions, and categories.

git finance Official Registry
elementor-ultra-mcp io.github.Algorismus-io/elementor-ultra-mcp

Build Elementor sites with AI agents - native, editable pages via ~90 MCP tools. Free & MIT.

local git dev-tools Official Registry
lan-direct io.github.farshadmomo/lan-direct

Browser MCP: the app under test egresses via the real ISP while the agent stays on the VPN.

local browser git Official Registry
myfigurecollection-api io.github.ssskay/myfigurecollection-api

Read MyFigureCollection.net: search figures, JAN barcode lookup, shop prices, collections and clubs.

local search git Official Registry
Marigold io.github.immuneeb/marigold

Comment on AI-generated webpages; feedback flows back to your coding agent. Free, MIT, local-first.

remote local browser git Official Registry
lockvet io.github.matteo-sung/lockvet

Explain any lockfile or workflow-pin change: bumps, vulns, ages, deprecations — 61 formats

local git Official Registry
AitherOS ADK io.github.Aitherium/aither-adk

Agent runtime with typed memory, knowledge and code graphs, plus file and web tools

local git dev-tools Official Registry
androidbuild-mcp io.github.dev-jackson/androidbuild-mcp

Build, deploy, drive and debug Android apps: Gradle, emulators, adb, logcat, UI automation

local git cloud Official Registry
Google CrUX MCP io.github.A1-x-Tech/mcp-google-crux

Real-user Core Web Vitals from the Chrome UX Report (CrUX) API for any origin or URL.

local browser git Official Registry
notesbridge io.github.IsaiahDupree/notesbridge

Search, read, and write your Apple Notes from ChatGPT/Claude via a local Mac agent + MCP relay.

remote search git Official Registry
betbetter-mcp io.github.edushinka/betbetter-mcp

Free sports model win probabilities and fair odds for nine sports. No API key required.

local git ai-llm Official Registry
Patchloom io.github.patchloom/patchloom

Agent-safe structured edits: JSON/YAML/TOML/md/AST, dry-run, batch/tx. Not a filesystem MCP.

local git Official Registry
sms-florin-mcp io.github.flovoice53-tech/sms-florin-mcp

Rent a real UK phone number and receive SMS/OTP codes — built for AI coding agents.

local git dev-tools Official Registry
Writing Clinic io.github.stockandawe/writing-clinic

Free MCP tool: paste your writing, get a one-line diagnosis and a tightened rewrite.

local git finance Official Registry
Perfume Picks io.github.bguillow-rgb/perfume-picks

Search the Perfume Picks fragrance database: 10,000+ scents with notes, dupes, and wear data.

remote local database search Official Registry
shopify-store-builder-mcp io.github.nazariinalyvaikobs/shopify-store-builder-mcp

MCP server for building Shopify stores via the Admin GraphQL API: themes, pages, and navigation

local git dev-tools Official Registry
Aha.io io.github.cedricziel/aha-mcp

Search, read and update Aha.io ideas, features, epics, releases, goals and comments

local search git Official Registry
google-ads-manager-mcp io.github.AleemHaider/google-ads-manager-mcp

Unofficial MCP server for Google Ads: reporting plus safe draft/confirm campaign management.

local git Official Registry
ocular io.github.xyun1996/ocular

Vision tools for coding agents: screenshots, OCR, UI diffs, errors, tables, and charts.

local browser git Official Registry
leadership-agent io.github.drjoergkrauter/leadership-agent

MCP-Server zum Buch 'Zukunft führen' (Dr. Jörg Krauter): BANI & Leadership-Impulse.

remote git Official Registry
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