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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
P
Python Exec Sandbox

Sandboxed Python execution for AI agents. PEP 723 inline deps, multi-version Python, zero pollution.

stdio
pip
No signalFeb 9, 2026
T
tiktok-creator

TikTok automation: post videos, get analytics, manage comments

stdio
pip
No signalFeb 9, 2026
T
ticket-discovery

Search and compare concert ticket prices across platforms

stdio
pip
No signalFeb 9, 2026
I
instagram-creator

Instagram automation: post images, Reels, carousels, Stories, analytics

stdio
pip
No signalFeb 9, 2026
C
canva-mcp

MCP server for Canva - create designs, manage assets, use templates, export graphics

stdio
pip
No signalFeb 9, 2026
S
Spark SQL

Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

stdio
pip
RequiredFeb 8, 2026
P
physbound

Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise floors.

stdio
pip
No signalFeb 8, 2026
X
Xcode: MCP Bridge Wrapper for Cursor

Python wrapper that makes Xcode's MCP bridge compatible with strict MCP clients like Cursor

stdio
pip
No signalFeb 8, 2026
L
LiteLLM Multi-Model API

Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.

stdio
pip
No signalFeb 7, 2026
L
litellm-mcp

Give AI agents access to 100+ LLMs. Call any model, compare outputs.

stdio
pip
No signalFeb 7, 2026
P
package-version-check-mcp

Returns the latest package / dependency / tool versions for Python, NPM, Go, Docker, Helm, etc.

stdio
pip
No signalFeb 7, 2026
P
pinchwork

Agent-to-agent task marketplace with credit escrow and reputation tracking.

stdio
pip
RequiredFeb 7, 2026
S
scrapegraph-mcp

AI-powered web scraping and data extraction capabilities through ScrapeGraph API

stdio
pip
No signalFeb 7, 2026
F
fleet-mcp

An MCP server that provides tools for managing and monitoring your Fleet Device Management instance.

stdio
pip
RequiredFeb 7, 2026
R
RationalBloks

Deploy production REST APIs from JSON schemas in seconds. Manage projects, schemas, and deployments.

stdioHTTP
pip
RequiredFeb 7, 2026
R
ragstack

Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.

stdio
pip
No signalFeb 6, 2026
G
geoservercloud-mcp

MCP server for managing GeoServer workspaces, datastores, layers, and styles

stdio
pip
No signalFeb 6, 2026
S
security-controls

1,451 security controls across 261 frameworks with bidirectional mapping

stdio
pip
No signalFeb 5, 2026
P
PowerBI MCP Server

PowerBI REST API integration. Query workspaces, datasets, and execute DAX queries via MCP.

stdio
pip
RequiredFeb 5, 2026
P
PaperBanana

Generate academic diagrams and statistical plots from text using multi-agent AI.

stdio
pip
No signalFeb 5, 2026
M
M365 Roadmap

Query the Microsoft 365 Roadmap from AI agents

stdio
pip
No signalFeb 4, 2026
N
nexus

Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifacts

stdio
pip
RequiredFeb 4, 2026
K
Kylas CRM

MCP server for Kylas CRM: create, search, and manage leads. Requires KYLAS_API_KEY.

stdio
pip
RequiredFeb 4, 2026
T
texas-grocery

MCP server for HEB grocery store integration - search products, manage carts, clip coupons, and more

stdio
pip
No signalFeb 3, 2026
E
eulerian-marketing-platform-mcp

Provides access to the Eulerian Marketing Platform: analytics, attribution & data activation.

stdio
pip
RequiredFeb 3, 2026
A
amazon_ads_mcp

Amazon Ads API MCP server for Amazon Advertising API

stdio
pip
No signalFeb 3, 2026
A
amazon_ads_mcp

Amazon Ads API MCP server for Amazon Advertising API

stdio
pip
No signalFeb 3, 2026
L
labmate-mcp

81 chemistry tools — literature, calculations, retrosynthesis

stdio
pip
No signalFeb 2, 2026
D
DB Connect MCP

Multi-database MCP server for PostgreSQL, MySQL, and ClickHouse

stdio
pip
RequiredFeb 2, 2026
F
fivetran-mcp

MCP server for Fivetran API - manage syncs, check status, and control data pipelines

stdio
pip
RequiredFeb 1, 2026
N
Notify MCP Server

MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk

stdio
ocipip
No signalFeb 1, 2026
I
impact-preview

Impact preview for AI agents - see what changes before any action executes.

stdio
pip
No signalFeb 1, 2026
P
pykrx-mcp

Korean stock market data (KOSPI/KOSDAQ) with ETF tracking and fundamental analysis

stdio
pip
No signalJan 31, 2026
A
azure-updates

MCP server for Azure Updates RSS feed - search, filter, and summarize Azure service updates

stdio
pip
No signalJan 31, 2026
O
openroute-mcp

Plan routes using the OpenRouteService API, such as for hiking, mountain biking, or driving.

stdio
pip
RequiredJan 31, 2026
A
AutoTS

Automated time series forecasting with model search, anomaly detection, and event risk analysis

stdio
pip
No signalJan 30, 2026
C
crosstabs

Statistical crosstab analysis: chi-square, Fisher's exact, odds ratio, effect sizes

stdio
pip
No signalJan 30, 2026
A
aidb

Debug any supported language with breakpoints, variable/state inspection, and stepping.

stdio
pip
No signalJan 30, 2026
C
crosstabs-mcp

Statistical crosstab analysis: chi-square, Fisher's exact, odds ratio, effect sizes

stdio
pip
No signalJan 30, 2026
C
cowork-history

Hybrid search for Cowork history: FTS, Spotlight, and semantic vectors

stdio
mcpbpip
No signalJan 30, 2026
A
Amazon EKS MCP Server

AI-powered Amazon EKS cluster management and troubleshooting

stdio
pip
No signalJan 29, 2026
M
MCP Server for Binge-watch

MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器,为AI提供搜索影视播放地址的能力,并支持在小米等安卓电视/投影仪上直接播放

stdio
ocipip
No signalJan 29, 2026
G
galaxy-mcp

MCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows

stdio
pip
RequiredJan 29, 2026
A
AkTools Pro MCP Server

🚀 AkTools Pro: 增强型金融 MCP 服务器。内置策略回测、模拟盘管理及实时异动监控。

stdio
ocipip
No signalJan 29, 2026
R
ros-mcp-server

Connect AI models like Claude & ChatGPT with ROS robots using MCP

stdio
pip
No signalJan 29, 2026
A
apollo

Apollo.io lead enrichment and prospecting via MCP

stdio
pip
RequiredJan 27, 2026
U
upwork

MCP server for Upwork job discovery, client analysis, and proposal assistance

stdio
pip
No signalJan 27, 2026
J
jira-mcp

Feature-rich MCP for controlling Jira through LLM clients. Safe for corporate environments.

stdio
pip
RequiredJan 26, 2026
C
Cyntrisec AWS Security

AWS security analysis: attack paths, compliance checking, and remediation planning.

stdio
pip
No signalJan 25, 2026
H
hot-memory-mcp

Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.

stdio
pip
No signalJan 24, 2026
O
ohm-mcp

AST-based Python refactoring MCP server with safe automated refactorings and rollback

stdio
npmpip
No signalJan 24, 2026
M
mcp-arangodb-async

Async MCP server for ArangoDB: 46 tools for graphs, queries, and multi-tenancy.

stdio
pip
No signalJan 24, 2026
L
Lumino MCP Server

AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools

stdio
pip
No signalJan 24, 2026
C
ClaudeSmalltalk

MCP server for AI interaction with live Smalltalk images

stdio
pip
No signalJan 24, 2026
P
python-version

An MCP server that provides [describe what your server does]

stdio
pip
RequiredJan 21, 2026
A
AgentHotspot

Search thousands of MCP connectors from the AgentHotspot marketplace via your AI agent.

stdio
pip
No signalJan 21, 2026
Z
ZulipChat MCP Server

ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics

stdio
pip
No signalJan 21, 2026
E
Ethereum Address Validator

Validate Ethereum addresses, keys, checksums, keccak256 hashes, function selectors, ENS

stdio
pip
No signalJan 20, 2026
E
Ethereum Transaction Builder

Build and sign Ethereum transactions - EIP-1559, gas estimation, RLP, ERC-20 transfers

stdio
pip
No signalJan 20, 2026
E
Ethereum & EVM Message Signing

Sign Ethereum messages - EIP-191, EIP-712 typed data, Permit2, signature verification and recovery

stdio
pip
No signalJan 20, 2026
E
Ethereum Keystore Encryption

Encrypt/decrypt Ethereum keystore JSON V3 with scrypt/PBKDF2 for secure cold storage

stdio
pip
No signalJan 20, 2026
E
Ethereum Wallet Generator

Generate Ethereum wallets with BIP39 mnemonics, HD paths, vanity addresses, private key backup

stdio
pip
No signalJan 20, 2026
B
Bridge MCP

Visual Desktop Bridge - Give any AI full control over Windows to automate apps and inputs.

stdio
pip
No signalJan 20, 2026
J
jitapi

Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.

stdio
pip
RequiredJan 19, 2026
M
mcp-defender

Execute KQL queries against Microsoft Defender Advanced Hunting via natural language.

stdio
pip
No signalJan 19, 2026
M
massive-context-mcp

Handles 10M+ token contexts with chunking, sub-queries, and local Ollama inference.

stdio
mcpbpip
No signalJan 19, 2026
C
code-firewall-mcp

Structural similarity-based code filter. Stops malicious code pattern reaching execution tools.

stdio
mcpbpip
No signalJan 19, 2026
I
imessage-max

AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.

stdio
pip
No signalJan 19, 2026
C
coinrailz

41 crypto micropayment services via x402 protocol

stdio
pip
No signalJan 18, 2026
S
skillhub-mcp

MCP server that exposes Claude-style skills to any MCP client.

stdio
pip
No signalJan 18, 2026
F
F1 Data Server

Access Formula 1 race data, telemetry, lap times, standings, and analytics powered by FastF1

stdio
pip
No signalJan 17, 2026
T
toon-parse-mcp

MCP server that reduces LLM context by removing code comments and converting data formats to TOON

stdio
pip
No signalJan 17, 2026
K
kicad-mcp-server

MCP server for AI-assisted PCB design with KiCad 9.x

stdio
pip
No signalJan 17, 2026
L
log-analyzer-mcp

AI-powered log analysis - parse, search, extract errors across 9+ formats

stdio
pip
No signalJan 16, 2026
Y
youtube-creator

YouTube automation: upload videos, Shorts, manage playlists, get analytics

stdio
pip
No signalJan 16, 2026
F
fitness-influencer

AI-powered fitness content creator tools: video editing, image generation, workout plans, analytics.

stdio
pip
No signalJan 16, 2026
zsh-tool

Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.

stdio
pip
No signalJan 15, 2026
E
eansearch-mcp-server

MCP server for real-time product search by barcode (EAN, UPC, GTIN) or keyword on ean-search.org

stdioHTTP
pip
RequiredJan 15, 2026
S
SignNow Api Helper MCP

MCP server for SignNow API helper tools (stdio only).

stdio
pip
No signalJan 15, 2026
S
SignNow MCP Server

A MCP server that gives AI agents access to SignNow eSignature workflows over STDIO.

stdio
pip
No signalJan 15, 2026
S
screen-buffer-mcp

MCP server for fast Android screenshots via scrcpy frame buffer (~50ms latency).

stdio
pip
No signalJan 15, 2026
D
device-manager-mcp

MCP server for fast Android device interaction with scrcpy acceleration (~50ms latency).

stdio
pip
No signalJan 14, 2026
H
hvac-quotes

HVAC equipment RFQ management - submit quotes to distributors

stdio
pip
No signalJan 14, 2026
R
rideshare-comparison

Compare Uber and Lyft prices for any route

stdio
pip
No signalJan 14, 2026
A
amazon-seller

Amazon seller tools: FBA fees, inventory optimization, restock recommendations.

stdio
pip
RequiredJan 14, 2026
M
md-to-pdf

Convert markdown to professional PDFs with clickable table of contents. No API keys.

stdio
pip
No signalJan 14, 2026
S
scopus-mcp

A Model Context Protocol server for the Elsevier Scopus API

stdio
pip
RequiredJan 13, 2026
regennexus-mcp

AI-controlled hardware: GPIO, robotics, sensors, cameras, mesh networking for IoT

stdio
pip
No signalJan 11, 2026
A
a-mem-mcp

Self-evolving memory system for AI agents

stdio
pip
RequiredJan 9, 2026
D
Discrete Structures

Comprehensive tools for discrete mathematics: logic, algorithms, number theory, cryptography

stdio
pip
No signalJan 9, 2026
S
Sugar

Autonomous AI development system with persistent task queue and background execution

stdio
pip
No signalJan 9, 2026
M
mcp-debug

Debug and develop MCP servers with hot-swapping, session recording, and playback testing

stdio
npmpip
No signalJan 7, 2026
F
fulcrum

AI governance MCP server for policy enforcement, cost control, and observability.

stdio
npmpip
No signalJan 7, 2026
R
reclaim-mcp-server

MCP server for Reclaim.ai - calendar, tasks, habits, and focus time management

stdio
pip
No signalJan 6, 2026
R
Robinhood Portfolio Research

Read-only research tools for Robinhood portfolio data

stdio
pip
No signalJan 6, 2026
U
UCAI

Convert smart contracts to MCP servers. Ethereum, Base, Arbitrum, EVM chains. ABI-to-MCP generator.

stdio
pip
No signalJan 6, 2026
A
app-store-connect-mcp

Interact with Apple's App Store Connect API

stdio
pip
RequiredJan 5, 2026
E
Electronics MCP Servers

14 electronics tools: resistor decoder, capacitor calculator, GPIO reference for ESP32/Arduino/STM32

stdio
pip
No signalJan 5, 2026
M
math-mcp

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

stdio
pip
No signalJan 5, 2026
N
neural-mcp

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

stdio
pip
No signalJan 5, 2026
Showing 1,501-1,600 of 1,767 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.