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Weekly notes from Yash on MCP, ChatGPT apps, and getting business workflows into production.

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MCP Registry

TransportPackageAuth
V
vouch

Check if a counterparty is safe to pay: trust/risk score for AI agents. Scam/phishing screen.

HTTP
remoteNo signalMay 22, 2026
V
Votura Tours

AI-powered audio tours by city: walking, cycling & driving. Search tours, stops, and landmarks.

HTTP
remoteNo signalMay 22, 2026
Steep

Query metrics, targets, entities, and team data in your Steep workspace via MCP.

HTTP
remoteNo signalMay 22, 2026
J
jsoncanvas

Create, validate, edit, export (markdown/svg/png/mermaid), and search JSON Canvas files.

HTTP
remoteNo signalMay 22, 2026
A
AgentPays

Payment infrastructure for AI agents: spending rules, approval flows, single-use virtual cards.

HTTP
remoteRequiredMay 22, 2026
S
SEO Audit MCP Server

Professional SEO auditing: 15 tools, 9 checks, CWV, E-E-A-T, schema, GEO. Free tier.

HTTP
remoteRequiredMay 22, 2026
E
eurorack

Citation-anchored Eurorack module reference: specs, compatibility, and patch techniques.

HTTP
remoteNo signalMay 22, 2026
A
Archiet

Archiet MCP server: scaffold full-stack apps from PRD text and extract capabilities.

stdio
pip
RequiredMay 22, 2026
R
react-render-profile-mcp

Decodes React DevTools Profiler exports into render summaries and memoization advice for AI agents.

stdio
npm
No signalMay 22, 2026
M
MarsNMe

Agent-agnostic memory backend that preserves continuity between humans and AI over time.

HTTP
npm
RequiredMay 22, 2026
P
Pingfyr

Schedule reminders for AI agents via email, webhook, Slack, Discord, Telegram, or Google Calendar.

HTTP
remoteNo signalMay 22, 2026
M
mcp

AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform guide.

HTTP
remoteNo signalMay 22, 2026
E
edinet-db-mcp

Remote MCP for Japan's EDINET DB — 3,800 listed companies' financials & filings (OAuth)

HTTP
remoteNo signalMay 22, 2026
S
sdk

Memory + wallet for AI agents. Real payment rails, Agent FICO 300-850, Merkle audit, identity.

stdio
npm
No signalMay 22, 2026
M
mcp-server

Your team's knowledge, always in context. SOPs, coding standards, and workflows for Claude.

stdio
npm
No signalMay 22, 2026
F
feishu-user-plugin

Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as user via cookie+protobuf.

stdio
npm
No signalMay 22, 2026
O
Over-Reach Detector

Detect when AI code changes exceed declared task scope (MCP server).

stdio
pip
No signalMay 22, 2026
A
airport-transfers

Airport transfers: Novi Sad ↔ Belgrade Airport (BEG). Look up prices and book a ride.

HTTP
remoteNo signalMay 22, 2026
3
3D-AI-Agent-Avatar

3D AI Agent Avatar — render any GLB, give it a Solana wallet, a voice, and pump.fun powers.

stdio
npm
No signalMay 22, 2026
L
llmtest-mcp

Benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.

stdio
npm
RequiredMay 22, 2026
D
devicecloud

MCP server for DeviceCloud — query Maestro test uploads, results, analytics, and artifacts.

stdio
npm
RequiredMay 22, 2026
BizClaw Business Directory MCP

Search, compare, and contact real-world companies through a public MCP business directory.

HTTP
remoteNo signalMay 22, 2026
W
Windows-MCP

An MCP Server for computer-use in Windows OS

stdio
pip
No signalMay 22, 2026
M
macOS-MCP

MCP server for macOS desktop automation via the Accessibility API.

stdio
pip
No signalMay 22, 2026
K
Kachink

Personal finance tracker — log transactions, view summaries, and browse a dashboard

HTTP
remoteNo signalMay 22, 2026
H
helldivers2-mcp

MCP server exposing live Helldivers 2 galactic war data.

stdioHTTP
npmoci
No signalMay 22, 2026
N
network-diagram-mcp

Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-click SSH.

stdio
npm
No signalMay 22, 2026
S
shopify-mcp-pro

Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shopify API 2026-04.

stdio
npm
RequiredMay 22, 2026
T
thinchain

MCP server that sanitizes bad broker data and compresses options chains 95% for AI trading agents.

stdio
pip
No signalMay 22, 2026
H
holiday-photo-plus-2

Holiday photo MCP server: list and fetch personal holiday photos inline in Claude chat.

HTTP
remoteNo signalMay 22, 2026
W
Warp Freight

Quote, book, track, and manage LTL, FTL, cargo van, and box truck freight via 17 MCP tools.

stdio
npm
No signalMay 22, 2026
A
Apiverket

Query Swedish public data: companies, SCB statistics, weather, transport, and more.

stdio
npm
No signalMay 22, 2026
O
openvan-travel

Vanlife & RV travel data. Fuel, weather, currency, events, news. https://openvan.camp/en/developers

HTTP
remoteNo signalMay 22, 2026
T
transcription

AI transcription from URLs or files. 119 languages, diarization, SRT/VTT/text export.

stdio
npmoci
No signalMay 22, 2026
Z
Z-Image MCP

Z-Image is an online interface for the Z-Image generation model with fast inference and prompt

Not listedremoteNo signalMay 22, 2026
WordCast MCP

WordCast is a browser-based text-to-speech reader that runs entirely on-device using the Web Speech

Not listedremoteNo signalMay 22, 2026
Voxtral TTS MCP

Explore Voxtral TTS with API notes, setup guidance, use cases, workflow tips, and FAQ answers for

Not listedremoteNo signalMay 22, 2026
Video to Audio Converter MCP

Video to Audio Converter is a free, browser-based tool that extracts audio tracks from common video

Not listedremoteNo signalMay 22, 2026
T
Tiramisu AI MCP

Tiramisu AI is an AI product. See the official site for full feature details.

Not listedremoteNo signalMay 22, 2026
C
context-cloud

Persistent AI memory with shared team workspaces, typed knowledge chunks, and cross-tool support.

SSEstdio
npm
No signalMay 22, 2026
Soora FR MCP

Creez des images et videos exceptionnelles avec l'IA.

Not listedremoteNo signalMay 22, 2026
S
SeedanceAI MCP

Create AI videos with SeedanceAI by text to video, text to image, image editing, and image to

Not listedremoteNo signalMay 22, 2026
Seedance 2.0 MCP

Create AI videos with Seedance 2.0 by text to video, text to image, image editing, and image to

Not listedremoteNo signalMay 22, 2026
R
Riftrunner AI MCP

Riftrunner AI is an AI-driven role-playing game experience where each story branch is generated on

Not listedremoteNo signalMay 22, 2026
N
Nano Banana 2 MCP

Nano Banana 2 exposes the Nano Banana 2 image generation model online with prompt presets and quick

Not listedremoteNo signalMay 22, 2026
Nano Banana Pro AI MCP

Nano Banana Pro AI image editor free online. Create, edit, and enhance images by Google Gemini AI

Not listedremoteNo signalMay 22, 2026
MLA Citation Generator MCP

MLA Citation Generator creates accurate MLA-format citations from a DOI, ISBN, URL, or manual

Not listedremoteNo signalMay 22, 2026
Meigen AI MCP

Meigen AI is a curated meigen ai image prompt library.

Not listedremoteNo signalMay 22, 2026
Maker AI MCP

Create product photos, product videos, and UGC-style ads for Shopify, Amazon, TikTok, and

Not listedremoteNo signalMay 22, 2026
Llama AI MCP

Use Llama AI Chat to test Meta Llama 4 Maverick on code review, long PDFs, and screenshots.

Not listedremoteNo signalMay 22, 2026
Le Chat AI MCP

Le Chat AI walks through Mistral's Le Chat - Free/Pro/Team pricing, Flash Answers, Deep Research,

Not listedremoteNo signalMay 22, 2026
Gemma AI MCP

Experience Google's Gemma AI models for free. Chat with Gemma 4 26B and 31B - powerful, efficient

Not listedremoteNo signalMay 22, 2026
G
Gemini 3 Online MCP

Gemini 3 Online is an online chat interface that lets users interact with the Gemini 3 model for

Not listedremoteNo signalMay 22, 2026
F
Flux-2 Online MCP

Flux-2 Online is an online interface for the Flux 2 image generation model with prompt tuning and

Not listedremoteNo signalMay 22, 2026
EarScribe MCP

EarScribe is a browser-based transcription tool that converts audio to text on-device using OpenAI

Not listedremoteNo signalMay 22, 2026
DeepSeek FR MCP

Independent French workspace for evaluating DeepSeek-V3-class chat and DeepSeek-R1 reasoning.

Not listedremoteNo signalMay 22, 2026
Deep Anime AI MCP

Deep Anime helps you turn a photo into anime, build character art, and refine scene ideas with

Not listedremoteNo signalMay 22, 2026
Best AI Image Prompt MCP

The best AI image prompt library online. Latest trending prompts copy & paste for GPT image 2,

Not listedremoteNo signalMay 22, 2026
AI Photo Editor MCP

Best AI Photo Editor powered by GPT Image 2, Flux, Nano Banana & more.

Not listedremoteNo signalMay 22, 2026
A
AI Image Editor MCP

Best Image AI Editor free online. Free AI photo editor for picture & image editing.

Not listedremoteNo signalMay 22, 2026
AI Dance MCP

Turn photos into realistic dance videos with AI motion transfer.

Not listedremoteNo signalMay 22, 2026
A
AI Swap Face MCP

AI Swap Face is an online tool that swaps faces in photos and produces fast, high-quality results

Not listedremoteNo signalMay 22, 2026
AI Room Design MCP

AI Room Design helps users redesign rooms and visualize new interior layouts with AI-generated

Not listedremoteNo signalMay 22, 2026
A
Ads AI Creator MCP

Ads AI Creator generates ad creatives, copy, and visuals using AI so marketers can iterate on

Not listedremoteNo signalMay 22, 2026
Qwen MCP

Qwen AI Chat guide to Qwen3.6-Plus and qwen3.6-flash with practical notes on 1M context, coding

Not listedremoteNo signalMay 22, 2026
C
Cordon for MCP

Cordon for MCP. Security gateway with policy enforcement, audit log, and HITL approvals.

stdio
npm
No signalMay 22, 2026
H
human-survey

Feedback collection for AI agents. Create surveys, collect responses, get results.

stdio
npm
RequiredMay 22, 2026
M
mcp

Email validation and SMTP verification for Claude Desktop, Cursor, and Claude Code.

stdio
npm
RequiredMay 22, 2026
F
figma-edit-mcp

Programmatically read, create, and modify Figma designs via MCP.

stdio
npm
No signalMay 22, 2026
B
bounceprotect

Email validation and SMTP verification for Claude Desktop, Cursor, and Claude Code.

stdio
npm
RequiredMay 22, 2026
V
vectora

AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.

stdio
pip
RequiredMay 22, 2026
E
e2a — email for AI agents

Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, SPF/DKIM verified.

stdioHTTP
npm
RequiredMay 22, 2026
G
Google Tasks MCP Server

Manage Google Tasks from MCP-compatible AI clients.

stdio
pip
RequiredMay 22, 2026
M
mcp

Entropy0 MCP server — source trust and URL safety tools for AI agents

stdio
npm
RequiredMay 22, 2026
A
Auvik

MCP server for the Auvik network monitoring API — devices, alerts, statistics, billing.

stdio
oci
RequiredMay 22, 2026
S
SkillRepo

Governed AI agent skills — one library, distributed to devs and exposed to remote agents over MCP.

HTTP
remoteNo signalMay 22, 2026
T
Taste

Expert review for AI agents. On-chain proof of human review.

HTTP
remoteNo signalMay 21, 2026
C
CTnP MCP Server

Ingeniux CTnP MCP server for personalization, A/B testing, and audience management.

stdio
npm
No signalMay 21, 2026
L
Lead Enrichment API

Curated EU AI/Sec/DevTools/Fintech B2B leads, Claude-scored. MCP+x402. Free 250/mo.

HTTP
remoteNo signalMay 21, 2026
N
Ninar AI

Audit your brand's visibility across ChatGPT, Gemini, Claude, Perplexity + 6 more engines.

HTTP
remoteNo signalMay 21, 2026
M
Munition

x402-paid Upload and Flight Search tools for AI agents.

stdio
npm
No signalMay 21, 2026
E
events-mcp

Discover tech events, startup meetups, AI events across 8 cities — including hidden ones.

stdioHTTP
npm
No signalMay 21, 2026
U
Unitrends Backup

MCP server for Unitrends Backup — appliances, jobs, recovery points, restores, alerts.

stdio
oci
RequiredMay 21, 2026
D
dealsurface

MCP server for DealSurface.com sales intelligence platform.

stdio
npm
RequiredMay 21, 2026
R
raras

Disease Twin — Brazil's rare-disease knowledge graph (10,468) over MCP. Source-grounded, PT-BR.

HTTP
remoteNo signalMay 21, 2026
C
CLI Market

15 MCP tools for search, compare, purchase across 27 retailers in 8 countries

stdio
pip
No signalMay 21, 2026
L
linkguard-mcp

Backlink tools for AI assistants: redirect, Google index, and backlink health checks.

stdio
pip
RequiredMay 21, 2026
L
LinkedIn MCP (by TalkToHumans)

Let AI tools securely access your LinkedIn network and DMs

HTTP
remoteNo signalMay 21, 2026
L
LQWD Gateway

Free Lightning faucet MCP — agents register, get an inbound channel, bootstrap an LDK node.

HTTP
remoteRequiredMay 21, 2026
A
ari-mcp

Fair-price checks, leaderboards, and Ed25519 receipt verification for x402/MPP services.

stdio
npm
No signalMay 21, 2026
A
ari-mcp-py

Python MCP server: fair-price checks, leaderboards, Ed25519 receipt verification for x402/MPP.

stdio
pip
No signalMay 21, 2026
Fodda Knowledge Graphs

Expert-curated knowledge graphs for AI agents — retail, beauty, sports, plus institutional data

stdio
npm
RequiredMay 21, 2026
S
SuprSend

Manage SuprSend entities — workflows, templates, users, objects, tenants — from your AI assistant.

stdio
npm
RequiredMay 21, 2026
M
Microsoft 365 Admin

Microsoft 365 administration via Graph API application permissions (read-only by default).

stdio
npm
RequiredMay 21, 2026
R
Realmint

Agent-native scoring, search and routing for tokenized real-world assets across multi-chain.

HTTP
remoteNo signalMay 21, 2026
W
webweaver-mcp-server

WebWeaver Nexus services for MCP hosts: waitlist signup (with UI), product overview, contact info.

HTTP
remoteNo signalMay 21, 2026
R
razorpay

MCP server for Razorpay API.

stdio
npm
RequiredMay 21, 2026
L
legal-ge

Find verified legal specialists in Georgia from natural-language queries. Trilingual (ka/en/ru).

stdio
npm
No signalMay 21, 2026
C
chromeflow

Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 browser tools.

Not listedremoteNo signalMay 21, 2026
M
memo

Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hybrid, zero cloud.

stdio
pip
No signalMay 21, 2026
Showing 2,301-2,400 of 11,066 MCP servers.
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Questions

What is an MCP server?+

An MCP server exposes tools, resources, or prompts that an AI client can call through the Model Context Protocol. Servers can connect models to apps, databases, files, APIs, search systems, and internal workflows.

What is the MCP Registry?+

The MCP Registry is a searchable directory of Model Context Protocol servers. Drio uses registry metadata to show server profiles, install details, auth signals, and discovered tools where available.

How do I install an MCP server from this registry?+

Open an MCP profile, choose your client, then copy the generated configuration or endpoint into Claude, Codex, Cursor, VS Code, or another MCP-compatible client.

Are MCP servers in this registry verified?+

Registry profiles show live metadata and discovery results, not a safety endorsement. Review the source link, auth requirements, and configuration before connecting a server to your client.

Which MCP clients can use these servers?
+

Most profiles include install snippets for common MCP-compatible clients such as Claude Desktop, Claude Code, Codex, Cursor, VS Code, Windsurf, and Cline. Use the profile page to copy the client-specific config.

What should I check before connecting an MCP server?+

Check the source repository, endpoint, transport, package, auth requirement, and discovered tools. If a server needs credentials, review the provider and scopes before adding it to a client.

Why do some MCP profiles not show tools?+

Some MCP servers require OAuth, API keys, session credentials, or another provider-specific login before tools, resources, and prompts can be listed. Drio shows public inventory when the server exposes it.

What are tools, resources, and prompts in MCP?+

Tools are callable actions, resources are readable context such as files or records, and prompts are reusable instructions exposed by a server. These fields help humans and AI agents understand what a server can actually do.

Can AI agents use this registry to choose MCP servers?+

Yes. The registry pages expose names, summaries, install details, auth signals, endpoints, and discovered capabilities in a structured format so humans and AI agents can compare MCP servers more easily.

How often is the MCP Registry updated?+

The registry is synced regularly from upstream metadata, then enriched when public endpoint discovery is available. Individual profile pages show the latest metadata and captured capabilities we have for that server.

How do I find the right MCP server?+

Search by product, use case, tool name, package, transport, or auth requirement. Open promising profiles and compare the install instructions, source link, and captured tools before connecting one to your client.