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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
F
furlow-mcp

Author FURLOW Discord bot YAML: validate specs, list actions/events/builtins, scaffold bots.

stdio
npm
No signalApr 20, 2026
Y
You.com Web Access & AI

Web search, AI agent, and content extraction via You.com APIs

stdioHTTP
npm
RequiredApr 20, 2026
F
Forage - MCP Server for AI Agents

Web intelligence, verified B2B contacts, and a persistent knowledge graph for AI agents.

HTTP
remoteNo signalApr 20, 2026
P
pynet-mcp-bridge

MCP implementation to connect AI agents with the PyNet Platform for BIM/Engineering automation.

stdio
pip
No signalApr 20, 2026
A
agentic-research

Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.

stdio
pip
No signalApr 20, 2026
Q
Qiskit Code Assistant MCP Server

MCP server for the Qiskit Code Assistant intelligent code completion

stdio
pip
RequiredApr 20, 2026
Q
Qiskit Documentation MCP Server

MCP server for querying and retrieving Qiskit documentation, guides, and API references

stdio
pip
No signalApr 20, 2026
Q
Qiskit Gym MCP Server

MCP server for qiskit-gym reinforcement learning quantum circuit synthesis

stdio
pip
No signalApr 20, 2026
M
MCPfinder - MCP Server Discovery

Your AI discovers and installs MCP servers across Official Registry, Glama, and Smithery.

stdio
npm
No signalApr 20, 2026
Q
Qiskit MCP Server

MCP server for Qiskit quantum computing with circuit serialization utilities

stdio
pip
No signalApr 20, 2026
Q
Qiskit IBM Runtime MCP Server

MCP server for IBM Quantum computing services through Qiskit IBM Runtime

stdio
pip
RequiredApr 20, 2026
Q
Qiskit IBM Transpiler MCP Server

MCP server for AI Transpiler IBM Quantum services

stdio
pip
RequiredApr 20, 2026
M
mcp-server

AI dev brain: persistent memory, lessons, semantic search for Claude, Cursor, Copilot, Windsurf.

stdio
npm
No signalApr 20, 2026
C
codex-mcp-bridge

Wraps Codex CLI as MCP tools: query, review, search, assess, structured, sessions.

stdio
npm
No signalApr 20, 2026
M
Mingle — AI-Powered Professional Networking

Your AI finds the right people for you. Agent-to-agent professional networking.

stdio
npm
No signalApr 20, 2026
P
personal-finance-mcp

Self-hosted, read-only MCP server that connects your banks and investments via Plaid.

HTTP
oci
RequiredApr 20, 2026
T
Tentra — Memory for AI Coding Agents

Memory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools.

SSEstdio
npm
No signalApr 20, 2026
M
mcp-gera-witness

GeraWitness MCP (placeholder) — human-in-the-loop safety layer for AI agents. Launching 2026.

stdio
npm
No signalApr 20, 2026
M
mcp-gera-voice

GeraVoice MCP (placeholder) — voice-native gateway for emerging markets. Launching 2026.

stdio
npm
No signalApr 20, 2026
M
mcp-gera-prime

Gera Prime MCP (placeholder) — Everything subscription meta-product. Launching 2026.

stdio
npm
No signalApr 20, 2026
M
mcp-gera-nexus

GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. Launching 2026.

stdio
npm
No signalApr 20, 2026
M
mcp-gera-mind

GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 2026.

stdio
npm
No signalApr 20, 2026
M
mcp-gera-lens

GeraLens MCP (placeholder) — ambient camera-activated service discovery. Launching 2026-2027.

stdio
npm
No signalApr 20, 2026
M
mcp-gera-market

E-commerce marketplace: search products, order, track shipments. 50+ countries.

stdio
npm
No signalApr 20, 2026
M
mcp-gera-home

Find and book home service providers: cleaning, repairs, beauty, moving. 50+ countries.

stdio
npm
No signalApr 20, 2026
M
mcp-gera-clinic

Search doctors, check availability, book medical appointments. 7 tools. 50+ countries.

stdio
npm
No signalApr 20, 2026
S
SlateHut

AI website builder (Wix/Framer alt). SlateHut MCP over HTTP: tools, schemas. Bearer auth.

HTTP
remoteRequiredApr 20, 2026
F
Foam Observability

Query application logs, traces, and metrics from your AI coding assistant via Foam's MCP server.

HTTP
remoteRequiredApr 20, 2026
I
inkbloc

Collaborative document workspace with interactive AI blocks

stdio
npm
RequiredApr 20, 2026
M
Magic 8 Ball QA Demo

Skybridge demo for QA and playground validation

SSEHTTP
remoteNo signalApr 20, 2026
V
Viatsy

Search Asia travel tours, browse guides, request quotes, find upcoming group departures.

HTTP
remoteNo signalApr 20, 2026
C
coalesce-transform

MCP server for managing Coalesce Transform workspaces, nodes, pipelines, and runs.

stdio
npm
No signalApr 20, 2026
M
mcp-server

APITier utility APIs as MCP tools: validation, UK/India address lookup, barcode/QR, data conversion.

stdio
npm
No signalApr 20, 2026
G
global-sentinel-mcp

Polymarket, GDELT, OpenSky, Cloudflare Radar unified as one MCP server.

stdio
pip
No signalApr 20, 2026
B
bitrix24-mcp

Bitrix24 Cloud MCP server — 45 tools across CRM, Tasks, Deals, Leads, Files, Disk.

stdio
npm
No signalApr 20, 2026
E
EchoVault Memory

Local-first memory for coding agents; stores decisions, bugs, and context across sessions.

stdio
oci
No signalApr 20, 2026
S
spawnpay

Crypto wallets, payments, and referral earnings for AI agents on Base L2

stdio
npm
No signalApr 20, 2026
B
booking

Book premium private chauffeur transfers in Paris and across Europe via AI agents.

HTTP
remoteNo signalApr 20, 2026
N
NLocq

NLocq

HTTP
remoteNo signalApr 20, 2026
A
agentshield-mcp

Detect prompt injection, jailbreak, and social-engineering attacks in LLM agents.

stdio
npm
RequiredApr 20, 2026
E
Etapa — Cycling Coach MCP

AI cycling coach — training plans and beginner guidance via the Etapa API.

stdioHTTP
npm
No signalApr 20, 2026
Hemrock MCP

Hemrock financial modeling prompts: context primers, task prompts, checks, and best practices.

HTTP
remoteNo signalApr 20, 2026
agent-exporter MCP bridge

Local stdio MCP bridge for archive publishing, retrieval, and governance evidence.

Not listedremoteNo signalApr 20, 2026
C
cnvs.app

Zero-auth real-time collaborative whiteboard with MCP — AI agents + humans edit the same board live.

HTTP
remoteNo signalApr 20, 2026
M
mcp-server

Access your Convo meetings, transcripts, summaries, and action items from any AI assistant.

stdio
npm
RequiredApr 20, 2026
G
Grasp — Code Architecture & Dependency Analysis

MCP server for codebase analysis — dependency graphs, security scanning, refactor plans, and more.

stdio
npm
No signalApr 20, 2026
Platter

MCP server exposing Read, Write, Edit, Bash, Glob, Grep, and JS tools over stdio.

stdioHTTP
mcpboci
No signalApr 20, 2026
H
Human Pages

Hire real humans for tasks agents can't do alone. 36 tools for the full hiring lifecycle.

stdioHTTP
npm
No signalApr 20, 2026
S
Socializioz ChatGPT MCP

Thin remote MCP server for Socializioz phase-1 ChatGPT workflows.

HTTP
remoteNo signalApr 20, 2026
H
holded-mcp

MCP server for Holded — invoicing, accounting, CRM, projects, and team

stdio
npm
RequiredApr 20, 2026
Y
youtube-mcp

MCP server for YouTube creator-ops with a ComfyUI bridge for AI thumbnail generation.

HTTP
npm
RequiredApr 20, 2026
S
shopify-mcp

MCP server for Shopify Admin API with a ComfyUI bridge for AI product image generation.

HTTP
npm
RequiredApr 20, 2026
C
comfyui-mcp

MCP server for ComfyUI: text-to-image, variations, img2img refine, upscale, image proxy.

HTTP
npm
No signalApr 20, 2026
O
OmniClip RAG

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

stdio
mcpb
No signalApr 20, 2026
S
strata

Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.

HTTP
npm
No signalApr 20, 2026
I
Inbox Check — Email Deliverability Test

Email inbox placement tests across Gmail, Outlook, Yahoo, Mail.ru, Yandex (SPF/DKIM/DMARC).

stdio
npm
RequiredApr 20, 2026
S
staruml-mcp

MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP.

stdio
npm
No signalApr 20, 2026
P
pdf-toolkit-mcp

Unofficial PDF toolkit (merge/split/compress/OCR/convert/watermark/protect/...) via iLoveAPI.

stdio
npm
RequiredApr 20, 2026
J
japan-seasons

Live Japan seasonal travel MCP: sakura, koyo, flowers, festivals, fruit farms, and weather.

stdioHTTP
npm
No signalApr 20, 2026
M
MADB — Agent Memory Database

Persistent causal memory for AI agents — semantic recall, causal chains, skills.

stdio
pip
No signalApr 20, 2026
C
codemesh

Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster

stdio
npm
No signalApr 20, 2026
O
OpenVibeCoding Read-only MCP

Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and incident reads.

stdio
pip
No signalApr 20, 2026
U
UK Property Data

UK property data — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House

stdioHTTP
pip
No signalApr 20, 2026
U
UK Legal Research

UK legal research — case law, legislation, Hansard, bills, votes, committees, HMRC, citations

stdioHTTP
pip
No signalApr 20, 2026
U
UK Due Diligence

UK due diligence — Companies House, Charity Commission, Land Registry, Gazette, HMRC VAT

stdioHTTP
pip
No signalApr 20, 2026
E
elefante

Open, Git-native memory protocol for MCP agents. Portable, versioned, human-editable.

stdio
npm
No signalApr 20, 2026
K
kronan-mcp

MCP server for the Krónan grocery store API (Iceland)

stdio
npm
RequiredApr 19, 2026
H
hostaway

Read-only MCP server for Hostaway PMS — guest conversations, reservations, and listings

stdio
npm
RequiredApr 19, 2026
Y
yultrace-audit

EVM audit (Slither + source + security.txt + MCP-probe + wallet-exposure). 6 tools + /trace.

HTTP
remoteNo signalApr 19, 2026
D
dokploy-mcp-server

Dokploy MCP server: manage apps, Docker Compose, databases, domains, backups, and servers.

stdio
npm
RequiredApr 19, 2026
C
ClawPipe

Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediation, compliance).

stdio
npm
RequiredApr 19, 2026
A
aiseo-audit

Audit web pages for AI search readiness (ChatGPT, Claude, Perplexity, Gemini).

stdio
npm
No signalApr 19, 2026
M
mcp-sudo

Run sudo commands with a Fernet-encrypted password bound to machine-id + user.

stdio
pip
No signalApr 19, 2026
M
mcp-screenshot

Take Wayland screenshots via grim/slurp. Full screen, region, or interactive crop.

stdio
pip
RequiredApr 19, 2026
M
mcp-google-forms

19 tools for Google Forms: create quizzes, add questions, set answer keys, read responses.

stdio
pip
No signalApr 19, 2026
M
mcp

Interact with the Stitch API using natural language commands.

HTTP
remoteNo signalApr 19, 2026
M
mcp

Create, manage, and query your Google Cloud SQL resources.

HTTP
remoteNo signalApr 19, 2026
M
mcp

Gain visibility into the performance, availability, and health of your apps and infrastructure.

HTTP
remoteNo signalApr 19, 2026
M
mcp

Provides tools to manage Memorystore for Valkey instances and backups.

HTTP
remoteNo signalApr 19, 2026
M
mcp

Ground your AI applications with trusted geospatial data from Google Maps.

HTTP
remoteNo signalApr 19, 2026
M
mcp

Interact with your Google Cloud Firestore resources using natural language commands.

HTTP
remoteNo signalApr 19, 2026
H
hardware-probe

Hardware probe for performance diagnostics, thermal monitoring, and LLM optimization.

stdio
npm
No signalApr 19, 2026
M
mcp

Provides access to Google's public developer documentation.

HTTP
remoteNo signalApr 19, 2026
M
mcp

Interact with your Google Cloud Datastream resources using natural language commands.

HTTP
remoteNo signalApr 19, 2026
M
mcp

Interact with your Google Cloud Composer resources using natural language commands.

HTTP
remoteNo signalApr 19, 2026
M
mcp

Interact with your Google Bigtable resources using natural language commands.

HTTP
remoteNo signalApr 19, 2026
M
mcp

Provides capabilities that let LLM agents perform a range of infrastructure management tasks.

HTTP
remoteNo signalApr 19, 2026
M
mcp

Provides read access to your GKE and Kubernetes resources.

HTTP
remoteNo signalApr 19, 2026
C
costco

MCP server for Costco warehouse receipts and online orders

stdio
pip
No signalApr 19, 2026
P
psquare

MCP server for ParentSquare school-parent communication platform

stdio
pip
No signalApr 19, 2026
Flatland

Financial modeling engine for AI agents. Typed P&Ls, scenario analysis, and Excel export.

HTTP
npm
No signalApr 19, 2026
T
twinmotion

Twinmotion rendering + video export via Datasmith pipeline.

HTTP
remoteRequiredApr 19, 2026
N
navisworks

Navisworks clash detection, 4D simulation, quantity takeoff.

HTTP
remoteRequiredApr 19, 2026
A
acc

Autodesk Construction Cloud: issues, RFIs, sheets, coordination.

HTTP
remoteRequiredApr 19, 2026
R
revit

Revit model query + APS Design Automation runner.

HTTP
remoteRequiredApr 19, 2026
S
scanbim

Unified AEC tools: ACC, Revit, Navisworks, Twinmotion, and APS from one endpoint.

HTTP
remoteRequiredApr 19, 2026
S
Sats4AI - Bitcoin-Powered AI Tools

Permissionless communication supercharger. 40+ Lightning-paid tools for humans and AI agents.

stdio
npm
No signalApr 19, 2026
S
Sats4AI - Bitcoin-Powered AI Tools

Permissionless communication supercharger. 40+ Lightning-paid tools for humans and AI agents.

HTTP
remoteNo signalApr 19, 2026
A
ABMeter

Feature flagging and A/B testing platform with AI-first experimentation workflows.

HTTP
remoteNo signalApr 19, 2026
A
agent-discover

MCP server registry and marketplace - discover, install, activate tools on demand

stdio
npm
No signalApr 19, 2026
Showing 5,401-5,500 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.