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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
N
navigation-toolkit

Precision aviation flight planning (VFR, METAR/TAF weather, WGS84 routing) and road trip logistics

SSEHTTP
remoteRequiredJan 1, 2026
C
Crawleo-MCP

Hosted Crawleo MCP (remote streamable HTTP endpoint).

HTTP
remoteNo signalDec 31, 2025
T
trayd-mcp

Trade Robinhood through natural language in Claude Code.

HTTP
remoteNo signalDec 30, 2025
O
okahu

Cloud hosted Okahu MCP server that helps you manage genAI trace data

HTTP
remoteNo signalDec 29, 2025
J
JxBrowser MCP Server

MCP server to assist with JxBrowser development.

HTTP
remoteNo signalDec 29, 2025
L
l0-py-blocks-mcp

A Model Context Protocol (MCP) server for Selise Blocks Cloud integration

HTTP
remoteRequiredDec 29, 2025
A
AI-ERD

AI-powered ERD design tool. Create and manage database schemas using DBML with real-time canvas.

HTTP
remoteNo signalDec 29, 2025
M
mcp-server

Memory system for AI agents with semantic search. Store and recall memories with ease.

HTTP
remoteNo signalDec 25, 2025
X
xcatcher

High-throughput X/Twitter crawl via tasks; download XLSX; x402 USDC Base/Solana top-ups.

HTTP
remoteNo signalDec 24, 2025
M
mcp

A Model Context Protocol server for Wix AI tools

SSEHTTP
remoteNo signalDec 22, 2025
A
ACMS

Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool on macOS

HTTP
pip
No signalDec 22, 2025
B
BlogCaster MCP

An MCP server for the BlogCaster project.

stdioHTTP
npm
No signalDec 20, 2025
M
mcp-server

Kotlin compile-time SQL library. Docs, code validation, and SQLite execution tools.

HTTP
remoteNo signalDec 19, 2025
O
OVHcloud

Official MCP server for managing OVHcloud infrastructures, services & account

HTTP
remoteNo signalDec 18, 2025
S
Stack Overflow MCP Server

Access Stack Overflow's trusted and verified technical questions and answers.

HTTP
remoteNo signalDec 18, 2025
Vintage Chocolate Recipes

Search 146 vintage chocolate recipes from 1914: cakes, candies, mousses, beverages.

HTTP
remoteNo signalDec 16, 2025
A Christmas Carol

Semantic search through Dickens' A Christmas Carol by meaning, theme, or character.

HTTP
remoteNo signalDec 16, 2025
UN World Demographics

Query UN population data: fertility, mortality, migration, life expectancy for 298 countries.

HTTP
remoteNo signalDec 16, 2025
Trade It

Trade stock, crypto, and options on Robinhood, ETrade, Webull, Charles Schwab, Coinbase, or Kraken.

SSEHTTP
remoteNo signalDec 16, 2025
Arca

Arca is a private data vault where your AI stores your structured data, semantic memory and skills.

SSEHTTP
remoteRequiredDec 15, 2025
V
vonage-documentation-mcp

MCP server for Vonage API documentation, code snippets, tutorials, and troubleshooting.

HTTP
remoteNo signalDec 15, 2025
Cirra AI Salesforce Admin MCP Server

Comprehensive Salesforce administration and data management capabilities

HTTP
remoteNo signalDec 13, 2025
M
Medical RAG MCP - Semantic search and retrieval of high-quality clinical medical data

Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.

HTTP
remoteNo signalDec 12, 2025
M
Medical RAG - Clinical Decision Support & Healthcare Knowledge Retrieval

Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.

HTTP
remoteNo signalDec 12, 2025
D
DevPlan MCP Server

Transform project ideas into paint-by-numbers development plans with phases, tasks, and subtasks.

HTTP
remoteNo signalDec 11, 2025
N
noteit-mcp

MCP server for AI agent profiles and smart notes. 60+ coding prompt packs with expert personas.

HTTP
remoteNo signalDec 11, 2025
N
NaN

NaN - DO not use, test.

HTTP
remoteNo signalDec 10, 2025
M
Math MCP Learning

Educational MCP server with 12 math/stats tools, visualizations, and persistent workspace

stdioHTTP
pip
No signalDec 10, 2025
T
Template

Description of my MCP server

SSEHTTP
remoteNo signalDec 9, 2025
T
Template

Description of my MCP server

SSEHTTP
remoteNo signalDec 9, 2025
T
Template

Description of my MCP server

SSEHTTP
remoteNo signalDec 9, 2025
T
Template

Description of my MCP server

SSEHTTP
remoteNo signalDec 9, 2025
T
Test server

Description of my MCP server

SSEHTTP
remoteNo signalDec 9, 2025
T
Template

Description of my MCP server

SSEHTTP
remoteNo signalDec 9, 2025
M
My MCP Server

Description of my MCP server

SSEHTTP
remoteNo signalDec 9, 2025
Kubit

Bring Kubit into your AI workflow — query your warehouse with natural language

HTTP
remoteNo signalDec 9, 2025
T
Template server

Description of my MCP server

SSEHTTP
remoteNo signalDec 8, 2025
T
Template server

Description of my MCP server

SSEHTTP
remoteNo signalDec 8, 2025
E
exa

Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding

HTTP
remoteNo signalDec 5, 2025
K
Katalon TestOps MCP

Katalon TestOps Model Context Protocol (MCP) server

HTTP
remoteNo signalDec 5, 2025
Jinko MCP

Turn your ChatGPT to a super travel agent

SSEHTTP
remoteNo signalDec 5, 2025
S
seltz-ai-seltz-mcp

Provides AI assistants with access to Seltz's powerful Web Search capabilities.

HTTP
remoteRequiredDec 5, 2025
Raygun

Investigate errors, track deployments, analyze performance, and manage application monitoring

HTTP
remoteRequiredDec 5, 2025
M
My MCP Server

Description of my MCP server

SSEHTTP
remoteNo signalDec 3, 2025
JustCall MCP Server

JustCall MCP Server enables LLMs and AI agents to make voice calls and send SMS via JustCall APIs.

SSEHTTP
remoteNo signalDec 2, 2025
T
Template!

A non functional MCP server (yet)

SSEHTTP
remoteNo signalDec 2, 2025
B
Basic mail server

Still work in progress

SSEHTTP
remoteNo signalDec 2, 2025
T
Template

A non functional MCP server (yet)

SSEHTTP
remoteNo signalDec 2, 2025
T
Template

A non functional MCP server (yet)

SSEHTTP
remoteNo signalDec 2, 2025
M
My MCP Server!

A non functional MCP server (yet)

SSEHTTP
remoteNo signalDec 2, 2025
T
Template server!

A non functional MCP server (yet)

SSEHTTP
remoteNo signalDec 2, 2025
T
Template server

Non functional server (yet)

SSEHTTP
remoteNo signalDec 1, 2025
T
TweekIT MCP Server

Normalize and convert more than 400 file types via TweekIT's hosted MCP streamable HTTP endpoint.

HTTP
remoteRequiredDec 1, 2025
T
Template server

A non functional MCP server (yet)

SSEHTTP
remoteNo signalDec 1, 2025
Melo property MCP!

Work in progress (for now)

HTTP
remoteNo signalDec 1, 2025
T
Template serv

A non functional MCP server (yet)

SSEHTTP
remoteNo signalDec 1, 2025
T
Template server

A non functional MCP server (yet)

SSEHTTP
remoteNo signalDec 1, 2025
T
Template server

Work in progress

SSEHTTP
remoteNo signalDec 1, 2025
M
My MCP Ser

Non functional server (yet)

SSEHTTP
remoteNo signalDec 1, 2025
M
My MCP Serv

Non functional server (yet)

SSEHTTP
remoteNo signalDec 1, 2025
T
Template MCP server

Still work in progress

SSEHTTP
remoteNo signalDec 1, 2025
M
My MCP Server

Ok

SSEHTTP
remoteNo signalDec 1, 2025
T
Template server

Server not ready (yet!)

SSEHTTP
remoteNo signalDec 1, 2025
T
Template server

Not ready (yet!)

SSEHTTP
remoteNo signalDec 1, 2025
M
My MCP Serv

Description of my MCP server

SSEHTTP
remoteNo signalDec 1, 2025
O
OECD MCP Server

OECD economic and statistical data via SDMX API. Access 5,000+ datasets across 17 categories.

SSEHTTP
remoteNo signalNov 30, 2025
K
Kolada MCP Server

Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municipalities.

SSEstdio+1
npm
No signalNov 29, 2025
S
scb-mcp

MCP server for Statistics Sweden (SCB) - 1200+ tables with population, economy, environment data

HTTP
remoteNo signalNov 28, 2025
Cool property search server

Non functional server (yet)

HTTP
remoteRequiredNov 28, 2025
S
speeron-next

Speeron NEXT Digital Guest Journey MCP server (remote HTTP endpoint).

HTTP
remoteNo signalNov 28, 2025
Second serve

A non functional MCP server (yet)

HTTP
remoteNo signalNov 26, 2025
D
docs-mcp

Get authoritative answers to questions about Redpanda.

HTTP
remoteNo signalNov 26, 2025
M
My MCP Serv

Non functional server (yet)

HTTP
remoteNo signalNov 26, 2025
B
Bitrix MCP

MCP server that delivers up-to-date Bitrix24 REST API documentation.

HTTP
remoteNo signalNov 26, 2025
M
mcp-server

Packmind captures, scales, and enforces your organization's technical decisions.

HTTP
remoteNo signalNov 24, 2025
M
My MCP Ser

Description of my MCP server

HTTP
remoteNo signalNov 24, 2025
A
Agentic UI Generator for Angular

AI development agent using Kendo UI to rapidly create and style quality web UIs or Pages.

HTTP
remoteRequiredNov 24, 2025
M
MCP Fortress

Security scanner for MCP servers. Detect vulnerabilities, prompt injection, and tool poisoning.

HTTP
remoteNo signalNov 23, 2025
M
mcp-docs

FusionAuth Documentation MCP server

HTTP
remoteNo signalNov 22, 2025
D
dependency-management-mcp-server

Sonatype component intelligence: versions, security analysis, and Trust Score recommendations

HTTP
remoteNo signalNov 22, 2025
.prompts

.prompts, the home to all your AI prompts, everywhere you need them.

HTTP
remoteNo signalNov 22, 2025
H
Hey World

Super description

HTTP
remoteNo signalNov 21, 2025
M
My MCP Serv

Description of my MCP server

HTTP
remoteNo signalNov 21, 2025
M
Microsoft Learn MCP

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

HTTP
remoteNo signalNov 21, 2025
M
My MCP Serve

Description of my MCP server

HTTP
remoteNo signalNov 20, 2025
C
console-mcp-server

The official MCP Server from Mia-Platform to interact with Mia-Platform Console

stdioHTTP
npm
RequiredNov 20, 2025
M
mcp-time

Time MCP server via HTTP

stdioHTTP
npm
No signalNov 20, 2025
Riksdag & Regering MCP

Svenska Riksdagens och Regeringskansliets öppna data - 27 verktyg för politik, dokument och analys

stdioHTTP
npm
No signalNov 19, 2025
M
MCPBundles Hub

Access all your MCPBundles tools in one place. Unified hub for all enabled bundles.

stdioHTTP
mcpb
RequiredNov 19, 2025
A
Agent Interviews MCP Server from MCPBundles

Agent Interviews is an AI-powered research platform designed to conduct qualitative interviews an...

stdioHTTP
mcpb
RequiredNov 19, 2025
S
Semilattice - audience prediction

Semilattice lets agents make predictions about audiences for content testing and decision making.

HTTP
remoteNo signalNov 19, 2025
A
AgentHub - Lean MCP Orchestrator

Enables coding agents to coordinate edits, reviews, and escalations without file locking conflicts

HTTP
npm
No signalNov 19, 2025
L
Lemonado

MCP server for querying and analyzing data from ad platforms, analytics tools, and spreadsheets

HTTP
remoteNo signalNov 19, 2025
N
nodejsmcp

A Forgejo MCP Server

HTTP
npm
No signalNov 18, 2025
T
To test the registry

Description of my MCP server

HTTP
remoteNo signalNov 18, 2025
M
Microsoft MCP Server for Enterprise

Official Microsoft MCP Server to query Microsoft Entra data using natural language

HTTP
remoteNo signalNov 18, 2025
twelvelabs-mcp-server

TwelveLabs MCP: video indexing, search, analysis, and embeddings for AI applications.

SSEHTTP
remoteRequiredNov 17, 2025
Brick Directory

Provides data for LEGO sets, minifigures, parts and elements. Not affiliated with LEGO® Group.

HTTP
remoteNo signalNov 17, 2025
M
mcp-server

MCP Server für Forterro Proffix Px5 ERP

HTTP
remoteNo signalNov 15, 2025
T
TweekIT MCP Server

Normalize and convert 400+ file types via TweekIT's hosted MCP endpoint.

HTTP
remoteRequiredNov 14, 2025
Showing 4,101-4,200 of 4,557 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.