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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
D
dbgprobe-mcp-server

Let AI agents interact with debug probes — connect, flash, read/write memory, and reset.

stdio
pip
No signalMar 13, 2026
S
ssh-licco

SSH Model Context Protocol Server - Enable SSH functionality for AI models

stdio
pip
No signalMar 13, 2026
P
Power BI Analyst MCP

Browse Power BI workspaces, run DAX queries, and page through large results.

stdio
pip
No signalMar 13, 2026
G
godotiq

Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 tools.

stdio
pip
RequiredMar 13, 2026
M
mcp

Search SEC-registered financial advisors — profiles, disclosures, risk scores, and credentials.

stdio
pip
No signalMar 13, 2026
M
MCP Document Reader

An MCP enabled multi-format document reader supporting DOCX, PDF, TXT, and Excel files

stdio
pip
No signalMar 13, 2026
I
ionis-mcp

HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.

stdio
pip
No signalMar 13, 2026
R
Remote Terminal MCP

Complete SSH terminal for Linux with AI/user control and dual-stream visibility

stdio
pip
RequiredMar 13, 2026
M
mcp

Live threat intel for Claude — CVE, KEV predictions, IP lookup, malware hashes. Free, no API key.

stdio
pip
No signalMar 12, 2026
G
gemini-faf-mcp

FAF MCP server for Gemini. 12 tools. Project DNA via IANA-registered .faf format. Python/FastMCP.

stdio
pip
No signalMar 12, 2026
M
MolTrust MCP Server

Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, USDC.

stdio
pip
No signalMar 12, 2026
G
GlobKurier Shipping MCP

Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS) via GlobKurier API.

stdioHTTP
pip
No signalMar 12, 2026
V
Voice Transcriber MCP Server

MCP server for transcribing Google Chat voice messages using Groq Whisper API

stdio
pip
RequiredMar 12, 2026
I
Invoicetronic MCP Server

MCP server for Italian electronic invoicing (SDI) via Invoicetronic API

stdio
pip
RequiredMar 12, 2026
C
ChipsNews MCP Server

MCP server for ChipsNews — manage news sources, articles, and triggers

stdio
pip
RequiredMar 12, 2026
C
ChipsAI MCP Server

MCP server for ChipsAI — manage chatbots, conversations, and AI models

stdio
pip
RequiredMar 12, 2026
X
XHelio-SPICE

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

stdio
pip
No signalMar 12, 2026
H
Hebbian Mind

Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.

stdio
pip
No signalMar 12, 2026
C
conduit

Headless browser with SHA-256 audit trails and Ed25519-signed proof bundles for AI agents.

stdio
pip
No signalMar 11, 2026
A
Adaptive Memory Graph

Persistent memory for Claude via weighted, interconnected knowledge nodes.

stdio
pip
No signalMar 11, 2026
L
locus

Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.

stdio
pip
No signalMar 11, 2026
Q
qsp-mcp

QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vLLM)

stdio
pip
No signalMar 11, 2026
S
skylos

Dead code, security, secrets detection and code quality for Python, TypeScript, Go.

stdio
pip
No signalMar 11, 2026
R
readhn

AI-native HackerNews MCP Server. Find HN content that matters with explainable quality signals.

stdio
pip
No signalMar 10, 2026
M
MCP Superset

Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security

stdio
pip
RequiredMar 10, 2026
M
mcp-pfsense

Manage pfSense firewalls through AI assistants — rules, DHCP, DNS, and more

stdio
pip
No signalMar 10, 2026
V
video-analyzer

Analyze videos: extract frames, transcribe audio, generate storyboard breakdowns.

stdio
pip
No signalMar 10, 2026
M
mcp-proxmox

Manage Proxmox VE clusters through AI assistants — VMs, containers, and more

stdio
pip
No signalMar 10, 2026
S
squad_up

Create events, add invitees, manage potlucks and carpools via natural language.

stdio
pip
No signalMar 10, 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 signalMar 10, 2026
C
contextkeeper

Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.

stdio
pip
No signalMar 10, 2026
H
HelioSPICE

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

stdio
pip
No signalMar 10, 2026
M
memwright

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

stdio
pip
No signalMar 9, 2026
F
Frontend Design Loop MCP

Design-first MCP for coding agents that improves websites with screenshot-grounded iteration.

stdio
pip
No signalMar 9, 2026
N
Novyx MCP

Persistent memory for AI agents with rollback, audit trails, and semantic search.

stdio
pip
No signalMar 9, 2026
W
wechat-devtools

MCP Server for WeChat DevTools CLI - Automate Mini Program development & testing.

stdio
pip
RequiredMar 9, 2026
E
ENCODE Toolkit

20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipelines

stdio
npmpip
No signalMar 9, 2026
I
InsAIts - AI Communication Security Monitor

Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage.

stdio
pip
No signalMar 9, 2026
M
mcp-server

Architecture visibility and control for agentic engineering.

stdio
pip
No signalMar 8, 2026
C
cronometer

MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurring foods

stdio
pip
RequiredMar 8, 2026
Q
QuantContext

Deterministic stock screening, backtesting, and factor analysis for AI trading agents

stdio
pip
No signalMar 8, 2026
S
System R Risk Intelligence

Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.

SSEstdio+1
pip
RequiredMar 8, 2026
M
MCP Feed Reader

RSS/Atom feed reader MCP server with SQLite backend

stdio
pip
No signalMar 8, 2026
O
Optical Context MCP

Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.

stdio
pip
No signalMar 8, 2026
S
serial-mcp-server

Let AI agents interact with serial devices — list ports, connect, send, and read.

stdio
pip
No signalMar 7, 2026
Obris

Stop re-explaining yourself to AI. Save knowledge once, use it in every conversation.

stdioHTTP
pip
RequiredMar 7, 2026
M
mcp-apple-music

Apple Music MCP server — search catalog, manage playlists, and access your library via Claude.

stdio
pip
RequiredMar 7, 2026
A
Amrood — INR Payments for AI Agents

KYC-verified INR wallets for AI agents in India. Payments, escrow, and settlements.

stdio
pip
No signalMar 7, 2026
E
Excalidraw Architect

Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling

stdio
pip
No signalMar 7, 2026
S
SpherePay

Manage SpherePay customers, bank accounts, wallets, and transfers from Claude.

stdio
pip
RequiredMar 7, 2026
R
Remembra — AI Memory Layer

Persistent AI memory with hybrid search, entity resolution, and temporal decay.

stdio
pip
No signalMar 7, 2026
S
SAGE — Solver-Augmented Grounding Engine

LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.

stdio
pip
No signalMar 6, 2026
P
PFC - ITASCA Discrete Element Simulation

Give AI agents full access to ITASCA PFC - documentation, simulation, and plot capture.

stdio
pip
No signalMar 6, 2026
E
EdgarTools

Open-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API key required.

stdio
pip
RequiredMar 6, 2026
C
Crypto Signals MCP

Real-time crypto volume anomaly detection across 50+ tokens with pump signals.

stdio
pip
No signalMar 6, 2026
M
mcp-server-spreadsheet

MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.

stdio
pip
No signalMar 6, 2026
D
DeepMap AI

Multi-hazard geophysical risk scoring, prediction, weather, insurance, and climate tools

stdio
pip
No signalMar 6, 2026
M
mif-tools

Convert, validate, and inspect AI agent memories across formats

stdio
pip
No signalMar 6, 2026
A
ai-dictionary-mcp

Look up, search, cite, discuss, and track AI phenomenology terms

stdio
pip
No signalMar 6, 2026
M
modelmux

Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart routing.

stdio
pip
No signalMar 6, 2026
Z
zotero-library-mcp

Add papers and books to Zotero by DOI, arXiv ID, or ISBN and manage your library

stdio
pip
RequiredMar 6, 2026
Z
Zikkaron

Biologically-inspired persistent memory engine for Claude Code MCP agents

stdio
pip
No signalMar 6, 2026
I
ionis-mcp

HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.

stdio
pip
No signalMar 6, 2026
D
devops-mcp

An MCP server that provides DevOps and DevSecOps context for the project

stdio
pip
No signalMar 6, 2026
I
iota-mcp

Islands on the Air MCP server. Group lookup, island search, DXCC mapping, nearby groups.

stdio
pip
No signalMar 6, 2026
W
wspr-mcp

WSPR beacon analytics MCP server. Band openings, path analysis, solar correlation.

stdio
pip
No signalMar 6, 2026
S
solar-mcp

Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.

stdio
pip
No signalMar 6, 2026
S
sota-mcp

Summits on the Air MCP server. Summit lookup, activator stats, chaser records, spots.

stdio
pip
No signalMar 6, 2026
P
pota-mcp

Parks on the Air MCP server. Park lookup, activator and hunter stats, live spots.

stdio
pip
No signalMar 6, 2026
H
hamqth-mcp

HamQTH.com MCP server. Free callsign lookup, DX spots, RBN data, SAVP verification.

stdio
pip
No signalMar 6, 2026
L
lotw-mcp

ARRL Logbook of The World MCP server. QSO query, QSL status, DXCC credit tracking.

stdio
pip
No signalMar 6, 2026
Q
qrz-mcp

QRZ.com MCP server. Callsign lookup, DXCC resolution, logbook queries via QRZ XML API.

stdio
pip
No signalMar 6, 2026
E
eqsl-mcp

eQSL.cc MCP server. Inbox download, QSO verification, Authenticity Guaranteed status.

stdio
pip
No signalMar 6, 2026
A
adif-mcp

ADIF 3.1.6 parser and validator for amateur radio QSO logs. Full spec coverage.

stdio
pip
No signalMar 6, 2026
H
Hive Vault

On-demand Obsidian vault access for AI coding assistants — 17 tools, 5 resources, 4 prompts.

stdio
pip
No signalMar 6, 2026
S
SCHISM Model Setup MCP Server

SCHISM model configuration debugging, parameter lookup, and validation

stdio
pip
No signalMar 6, 2026
A
ADCIRC Model Setup MCP Server

ADCIRC model configuration debugging, parameter lookup, and validation

stdio
pip
No signalMar 6, 2026
U
USGS Water Services MCP Server

USGS Water Services streamflow, flood stages, and peak events via waterservices.usgs.gov

stdio
pip
No signalMar 6, 2026
N
NOAA GOES Satellite Imagery MCP Server

GOES-18/19 satellite imagery — visible, infrared, water vapor, and composites via NOAA

stdio
pip
No signalMar 6, 2026
G
guidance-lark-mcp

Validate and test llguidance grammars with batch testing and documentation

stdio
pip
No signalMar 6, 2026
C
cruxible-core

Deterministic decision engine with receipts. Define rules in YAML, query a graph, get proof.

stdio
pip
No signalMar 6, 2026
X
Xiaohongshu (Little Red Book) MCP Server

Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.

stdio
pip
No signalMar 6, 2026
F
FileSystem MCP Server

Secure filesystem access for AI agents with configurable directory and file type restrictions

stdio
pip
No signalMar 5, 2026
C
copass-local

Local encryption and project setup plugin for Copass. Keys never leave your machine.

stdio
pip
No signalMar 5, 2026
U
unblu

Token-efficient MCP server for 300+ Unblu API endpoints

stdio
pip
RequiredMar 5, 2026
C
CryptoSignals

Real-time crypto volume anomaly detection across 50+ tokens for whale signals

stdio
pip
No signalMar 5, 2026
F
Fray — WAF Security Testing MCP Server

WAF security testing: 5,500+ payloads, 25 WAF fingerprints, 21 recon checks, bypass AI

stdio
pip
No signalMar 5, 2026
M
mcp-gitlab

MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.

stdio
pip
RequiredMar 5, 2026
N
NOAA Recon MCP Server

Hurricane reconnaissance data — HDOB flight observations, Vortex Data Messages, SFMR, and ATCF fixes

stdio
pip
No signalMar 5, 2026
N
NOAA WW3 MCP Server

GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations

stdio
pip
No signalMar 5, 2026
D
docvet

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

stdio
pip
No signalMar 5, 2026
P
Percept — Ambient Voice Intelligence

Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claude Desktop

stdio
pip
No signalMar 5, 2026
C
Cerebrus Pulse MCP

Real-time crypto intelligence: technical analysis, sentiment, and funding rates

stdio
pip
No signalMar 5, 2026
T
trading212-mcp-server

MCP server for Trading 212 API - portfolio, orders, pies, dividends, and analytics

stdio
pip
RequiredMar 5, 2026
C
cosync-local

Local encryption and project setup plugin for CoSync. Keys never leave your machine.

stdio
pip
No signalMar 4, 2026
P
pypreset

Scaffold Python projects from YAML presets, augment existing projects with CI/tests.

stdio
pip
No signalMar 4, 2026
L
lightpaper-mcp

API-first publishing platform. Publish markdown as permanent web pages with quality scoring.

stdio
pip
No signalMar 4, 2026
C
Cokodo Agent

Serve .agent/ project context, references, and collaborations to MCP-compatible IDEs.

stdio
pip
No signalMar 4, 2026
E
expense-mcp

Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals

stdio
pip
No signalMar 4, 2026
L
lightning-memory

Decentralized agent memory for the Lightning economy. Nostr identity, L402 payments.

stdio
pip
No signalMar 4, 2026
Showing 1,201-1,300 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.