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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
M
mitre-attack-mcp-server

MCP server providing 50+ tools for MITRE ATT&CK techniques, groups, and mitigations

stdio
npm
No signalDec 13, 2025
S
spotify-bulk-actions-mcp

MCP server for bulk Spotify operations - batch playlist creation, exports, management

stdio
pip
RequiredDec 12, 2025
F
filesystem-context

🔍 Read-only MCP server for secure filesystem exploration, searching, and analysis

stdio
npm
No signalDec 12, 2025
S
Stata MCP Server

A lightweight MCP server for Stata.

stdio
pip
No signalDec 12, 2025
S
semantic-frame

Token-efficient semantic compression for numerical data. 95%+ token reduction.

stdio
pip
No signalDec 12, 2025
A
aigroup-mdtoword-mcp

本地 Markdown 到 Word 文档转换工具,支持最新 MCP 协议特性、完整的页眉页脚页码功能、增强的表格功能、数据导入和数学公式支持,修复本地相对路径图片嵌入问题

stdio
npm
No signalDec 12, 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
R
runno

MCP Server for the Runno Sandbox

stdio
npm
No 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
G
gtm-alpha-mcp-server

Professional GTM consultation MCP server with EPIC framework

stdio
npm
No signalDec 11, 2025
B
byteplant-mcp

An MCP server that provides Email, Phone and Address Validation Services from Byteplant

stdio
pip
No 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
F
fattureincloud-mcp

Italian e-invoicing with Fatture in Cloud. Create, send to SDI, manage clients.

stdio
pip
RequiredDec 11, 2025
R
reddit-research-mcp

Turn Reddit's chaos into structured insights with full citations - MCP server for Reddit research

stdio
pip
No signalDec 11, 2025
M
mcp

Scrape any website, extract structured data, and collect web content at scale with AI agents

stdio
npm
No signalDec 10, 2025
T
tiger-skills

Provider agnostic skills implementation, with skills sourced from local paths or GitHub repositories

stdio
npmoci
No signalDec 10, 2025
S
superfetch

Intelligent web content fetcher MCP server that converts HTML to clean, AI-readable JSONL format

stdio
npm
No signalDec 10, 2025
F
flowbite-mcp

MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS

stdio
npm
RequiredDec 10, 2025
N
NaN

NaN - DO not use, test.

HTTP
remoteNo signalDec 10, 2025
M
mcp-backlog

MCP server for Backlog API integration with AI agents.

stdio
npm
RequiredDec 10, 2025
Memphora

Add persistent memory to AI assistants. Store and recall info across conversations.

stdio
pip
RequiredDec 10, 2025
P
Promptheus

AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)

stdio
pip
No 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
D
dice-roller

Roll dice using standard notation (2d6, 1d20+5), D&D stats, coin flips, and more!

stdio
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
T
Terminal MCP Server

MCP server for AI agents to interact with terminal applications. Think Playwright for terminals.

stdio
npm
No signalDec 9, 2025
P
PostgreSQL MCP Server

Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI-native operations

stdio
oci
No signalDec 9, 2025
Kubit

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

HTTP
remoteNo signalDec 9, 2025
H
home-assistant-mcp

Vibecode your Home Assistant setup from your IDE: automations, dashboards, themes and configs

stdio
npm
RequiredDec 8, 2025
H
HomeAssistant-Light-MCP

Control Home Assistant lights and scenes. Lights only by design for safety.

stdio
npm
RequiredDec 8, 2025
A
Aruba Email & Calendar

MCP server for Aruba email and calendar via IMAP/SMTP/CalDAV

stdio
pip
RequiredDec 8, 2025
N
no-as-a-service

1000+ creative ways to say no. Polite, humorous, professional rejection responses.

stdio
npm
No signalDec 8, 2025
M
mcp-zebrunner

Unified Zebrunner MCP server for TCM test cases, suites, coverage analysis, launchers, etc.

stdio
npm
RequiredDec 8, 2025
G
git-mcp-server

MCP server for GitLab and GitHub

stdio
npm
RequiredDec 8, 2025
Airtable

Read and write access to Airtable database schemas, tables, and records.

stdio
mcpbnpm+1
RequiredDec 8, 2025
P
pmd

MCP server for PMD static code analyzer - run code analysis and detect duplicates

stdio
npm
No signalDec 8, 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
D
DevTool MCP

Development tooling MCP server with process management, proxy, and frontend diagnostics

stdio
npmpip
No signalDec 8, 2025
L
Local FAISS MCP Server

Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.

stdio
pip
No signalDec 7, 2025
S
simpliq-server

Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Mapping

stdio
pip
No signalDec 7, 2025
D
diffpilot

MCP server for PR code review, commit messages, changelogs, and secret detection.

stdio
nuget
No signalDec 7, 2025
G
glue-code-generator

Maps API JSON to Vue/React components with Zod schemas and live UI previews

stdio
npm
No signalDec 7, 2025
G
gitlab-docs

GitLab documentation search for AI assistants via Model Context Protocol (MCP)

stdio
npm
No signalDec 6, 2025
S
SmartMemory

Neuro-symbolic memory for LLMs (POC)

Not listedremoteNo signalDec 6, 2025
O
optics-mcp

MCP Server for Optics Design System documentation and token usage.

stdio
npm
No signalDec 5, 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
M
mcp-process

Process management and monitoring for AI agents with strict security boundaries

stdio
npm
No signalDec 5, 2025
M
mcp-debugger

Node.js and TypeScript debugging with 25+ tools for AI agents

stdio
npm
No signalDec 5, 2025
M
mcp-screenshot

Screenshot capture with PII masking and cross-platform support for AI agents

stdio
npm
No signalDec 5, 2025
D
Defuddle Fetch

Fetch content from the web, cleaned up nicely for LLMs (using Defuddle).

stdio
mcpbnpm
No signalDec 5, 2025
A
agentskb

Researched knowledge for AI agents. Canonical answers from official sources.

stdio
npm
No signalDec 5, 2025
Downdetector

Check service status and outage information via Downdetector.

stdio
mcpbnpm
No signalDec 5, 2025
M
memdocs

Git-native project memory for AI assistants with enterprise-grade audit compliance

stdio
pip
RequiredDec 5, 2025
N
next-devtools-mcp

Next.js development tools MCP server with stdio transport

stdio
npm
No signalDec 5, 2025
T
twitterapi-docs-mcp

Offline access to TwitterAPI.io docs for AI assistants. 52 endpoints, guides, pricing.

stdio
npm
No 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
A
AWS MCP Server

AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workflows.

stdio
pip
No signalDec 5, 2025
T
testdino-mcp

A MCP server for TestDino

stdio
npm
RequiredDec 5, 2025
V
vettly

Content moderation for AI applications. Moderate text, images, and video with configurable policies.

Not listedremoteNo signalDec 5, 2025
Raygun

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

HTTP
remoteRequiredDec 5, 2025
S
secure-privacy-mcp

An MCP server that automatically integrate GDPR-compliant cookie consent banners into websites

stdio
npm
No signalDec 5, 2025
U
UK Companies House

Search UK companies, retrieve profiles, officers, charges, and generate due diligence reports

SSE
remoteNo signalDec 4, 2025
F
firebase-mcp

Gives AI development tools Firebase-specific capabilities and expertise.

stdio
npm
No signalDec 4, 2025
O
oracle-link

Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP

stdio
npm
No signalDec 4, 2025
M
My MCP Server

Description of my MCP server

SSEHTTP
remoteNo signalDec 3, 2025
H
hopx-mcp

Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, and Go.

Not listedremoteNo signalDec 3, 2025
L
Linggen - Local RAG

Local, privacy-focused RAG service for code search via MCP. https://linggen.dev

Not listedremoteNo signalDec 3, 2025
E
e18e

The official e18e MCP server keeping your agent in check from installing bloated dependencies.

stdio
npm
No signalDec 3, 2025
C
codeweaver

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

stdio
ocipip
RequiredDec 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
P
parseflow

PDF parsing server with text extraction, metadata, search, images, and TOC via MCP

stdio
npm
No signalDec 2, 2025
A
argocd-mcp

Manage ArgoCD GitOps applications - query status, sync, and troubleshoot deployments.

Not listedremoteNo signalDec 2, 2025
P
pdf4vllm

PDF reader for vision LLMs. Auto-detects text corruption and switches to image mode.

stdio
pip
No signalDec 2, 2025
B
Basic mail server

Still work in progress

SSEHTTP
remoteNo signalDec 2, 2025
M
mcp-server

Knowledge Graph, GraphQL, GS1 Digital Link and SEO tools for semantic content optimization.

SSE
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
A
Agent MCP Gateway

On-demand tool discovery for all your MCPs and per-subagent MCP controls to preserve context window.

stdio
pip
No 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
Showing 10,201-10,300 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.