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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
S
Scholar MCP Server

Scholarly-sources MCP: papers, patents, books, standards — search and cross-reference prior art.

stdioHTTP
ocipip
No signalApr 23, 2026
N
nginx-proxy-manager

MCP server for Nginx Proxy Manager with full API coverage (43 tools)

stdio
pip
No signalApr 23, 2026
M
Markdown Vault MCP

Markdown vault MCP server with FTS5 + semantic search and frontmatter indexing

stdioHTTP
ocipip
RequiredApr 23, 2026
A
adclip

Ad creative generation via MCP — copy and static images from a JSON brief. Keyless.

stdio
pip
No signalApr 23, 2026
M
Minuet

MCP server exposing Minuet's ERC-8004 agent relationship graph.

stdio
pip
No signalApr 23, 2026
A
Arezzo

Deterministic Google Docs API compiler. Your agent stops silently corrupting documents.

stdio
pip
RequiredApr 22, 2026
B
Boyce

Deterministic SQL compiler for AI agents. Your agent stops guessing SQL.

stdio
pip
No signalApr 22, 2026
N
nanobanana-2-polzaia-mcp-server

Nano Banana MCP server backed by Polza media and storage APIs.

stdio
pip
No signalApr 22, 2026
S
seedance-polza-mcp-server

Seedance video generation MCP server for Polza.ai.

stdio
pip
No signalApr 22, 2026
M
model-council-mcp-server

Three-model MCP server returning Grok, Gemini, and DeepSeek outputs for Claude.

stdio
pip
No signalApr 22, 2026
P
perplexity-polza-mcp-server

Perplexity MCP server backed by the Polza.ai chat completions API.

stdio
pip
No signalApr 22, 2026
C
cxg-census-mcp

MCP server for the CZ CELLxGENE Census. Single-cell, ontology-aware. Community, unaffiliated.

stdio
pip
No signalApr 22, 2026
A
AgentTasker MCP Server

Minimal stdio MCP server for parallel task execution by AI agents.

stdio
pip
No signalApr 22, 2026
S
Source Parts

Electronic component sourcing, BOM management, and PCB design workflows.

stdioHTTP
pip
RequiredApr 22, 2026
M
mcp-gdbserver

MCP server for remote debugging with gdbserver

stdio
pip
No signalApr 22, 2026
N
neo4j-mcp-canary

Neo4j MCP Canary — The canary goes first so the rest of us know what's coming

stdio
pip
RequiredApr 21, 2026
A
Agentline

Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.

stdio
pip
RequiredApr 21, 2026
V
VenuNite Events

Hyperlocal event search across 50 US states — 29K venues, 275K upcoming events.

stdioHTTP
pip
RequiredApr 21, 2026
W
Waggle-mcp

Persistent graph-backed conversational memory for AI agents.

stdio
pip
No signalApr 21, 2026
N
Nudge

MCP server that nudges better AI session behavior through token usage and efficiency analysis

stdio
pip
No signalApr 21, 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
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
G
global-sentinel-mcp

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

stdio
pip
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
CortexPilot Read-only MCP

Read-only MCP server for CortexPilot workflows, queue state, proof, replay, and incident summaries.

stdio
pip
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
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
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
H
horus-flow-mcp

Institutional crypto & equity orderflow intelligence for AI trading agents.

stdio
pip
RequiredApr 19, 2026
Z
Zendriver MCP

Undetectable browser automation for LLM agents, spoken over MCP.

stdio
pip
No signalApr 19, 2026
P
PrismHR MCP

Open-source MCP server for PrismHR. PEO workflow tools + Microsoft 365 connectors.

stdio
pip
RequiredApr 19, 2026
M
MemoraEU

Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU hosted.

stdio
pip
RequiredApr 19, 2026
M
munimind-mcp

Query 2,500+ NYC civic datasets (zoning, deeds, permits, violations, meetings) via Claude.

stdio
pip
No signalApr 19, 2026
A
algovoi-mcp-server

AlgoVoi crypto payments via MCP: USDC + native on Algorand, VOI, Hedera, Stellar.

stdio
npmpip
RequiredApr 19, 2026
A
acumatica

Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, attachments.

stdio
pip
RequiredApr 19, 2026
Z
ZettelForge

Agentic memory for cyber threat intelligence. STIX graphs, actor aliasing, offline RAG, Sigma/YARA.

stdio
pip
No signalApr 19, 2026
N
NanoBanana Pro 2

4K AI image generation via NanoBanana Pro 2: Pro + Flash models, Google Search grounding

stdio
pip
No signalApr 19, 2026
V
VEO 3.1

4K video generation via Google VEO 3.1: text-to-video, image-to-video, video extension

stdio
pip
No signalApr 19, 2026
U
UnCorreoTemporal

Temporary email for AI agents: create inboxes, wait for emails, extract OTPs, verify signups.

stdio
pip
RequiredApr 19, 2026
S
Sugra API

Connector between LLM agents and world data. 643 endpoints, 75+ primary sources.

stdioHTTP
pip
RequiredApr 18, 2026
H
humane-proxy

AI safety middleware — detects self-harm and criminal intent in LLM prompts.

stdio
pip
No signalApr 18, 2026
S
semahash

Content-addressed semantics: fail-closed handshakes over 452 cognitive patterns.

stdio
pip
No signalApr 18, 2026
M
mcp-contradiction-check

Find where your notes disagree — contradiction detection for markdown vaults.

stdio
pip
No signalApr 18, 2026
M
mcp-curiosity-engine

Surface the notes you forgot you wrote — DMN replay for markdown vaults.

stdio
pip
No signalApr 18, 2026
M
mcp-knowledge-gaps

Find what your knowledge base mentions but doesn't actually explain.

stdio
pip
No signalApr 18, 2026
F
fronius-mcp

Real-time Fronius inverter data in Claude — PV, battery, grid and smart meter via local Solar API.

stdio
pip
No signalApr 18, 2026
N
northdata-mcp

NorthData API for German company, owner, and financial data — with a built-in credit guard.

stdio
pip
RequiredApr 18, 2026
V
vault-health-mcp

Obsidian vault structural health: broken links, orphans, missing frontmatter, safe auto-repair.

stdio
pip
No signalApr 18, 2026
H
hebbian-vault

Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.

stdio
pip
No signalApr 18, 2026
P
prometheus-mcp

Prometheus MCP — query metrics, inspect alerts, and explore scrape targets (read-only).

stdio
pip
RequiredApr 18, 2026
P
PineLabs Plural PG — Payment Gateway MCP Server

Create payment orders, checkout, subscriptions & UPI via PineLabs Plural PG gateway

stdioHTTP
ocipip
RequiredApr 18, 2026
K
kibana-mcp

Kibana/Elasticsearch MCP — log search, aggregations, index discovery, dashboards.

stdio
pip
RequiredApr 18, 2026
J
jaeger-mcp

Jaeger MCP — search traces, inspect spans, map service dependencies (read-only).

stdio
pip
RequiredApr 18, 2026
S
sonarqube-mcp

SonarQube MCP — projects, metrics, quality gate, issues, worst-metric ranking.

stdio
pip
RequiredApr 18, 2026
H
harbor-registry-mcp

Harbor Registry MCP — projects, repos, artifacts, storage reports, cleanup (with dry-run).

stdio
pip
RequiredApr 18, 2026
A
allure-testops-mcp

Allure TestOps MCP — projects, launches, test cases, test results via REST API.

stdio
pip
RequiredApr 18, 2026
A
AnomalyArmor

Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

stdioHTTP
pip
RequiredApr 18, 2026
M
mcp-sigrok

MCP server exposing sigrok-cli functionality for logic analyzer hardware and protocol decoding

stdio
pip
No signalApr 17, 2026
A
Ausecon

Australian economic data (ABS + RBA): CPI, GDP, cash rate, labour, external sector.

stdio
pip
No signalApr 17, 2026
P
Prolog Reasoner

SWI-Prolog as a logic calculator for LLMs

stdio
pip
No signalApr 17, 2026
A
AEO Scanner

AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free.

stdioHTTP
pip
No signalApr 17, 2026
G
gitlab-ci-mcp

GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).

stdio
pip
RequiredApr 17, 2026
A
agentmem

Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring.

stdio
pip
RequiredApr 17, 2026
C
Cartorio Certidao

MCP server para gerenciamento de certidoes de cartorio via IA.

stdio
pip
RequiredApr 17, 2026
T
Trello

MCP server for Trello — manage boards, lists, cards, attachments and more via Claude or Gemini

stdio
pip
RequiredApr 17, 2026
D
DataRaum

Pre-computed metadata context engine for AI-driven data analytics

stdio
pip
RequiredApr 17, 2026
C
cloud-audit

AWS security scanner with attack chain detection, IAM privilege escalation, and fixes

stdio
pip
No signalApr 17, 2026
A
algolia-search

Search multiple indices, index data, and get personalized recommendations

stdioHTTP
ocipip
No signalApr 17, 2026
O
openaccountants-mcp

Open-source tax skills for AI across 134 countries.

stdio
pip
No signalApr 17, 2026
G
guardrly-mcp

Non-invasive AI Agent monitoring — audit every API call to Shopify, Meta Ads, and more

stdio
pip
RequiredApr 17, 2026
S
shuck-convert

Convert between document formats — DOCX/PDF to Markdown, Markdown to DOCX.

stdio
pip
No signalApr 17, 2026
M
Mixpeek

Give your agent eyes. Search video, images, and audio via the Mixpeek multimodal retrieval API.

stdio
npmpip
RequiredApr 16, 2026
A
aide-mcp-server

MCP server for NetApp AI Data Engine

stdio
pip
No signalApr 16, 2026
N
NDI-MCP-Server

Commercial real estate deal search, comp lookup, and scoring for the Northeast US

stdio
pip
RequiredApr 16, 2026
L
Live Audio Intelligence

Live webcast transcription + vocal stress analysis (F0 jitter, hesitation) for earnings calls.

stdio
pip
No signalApr 16, 2026
N
nooxus-mcp

Nooxus Edge Data MCP: Search AI-verified Chinese manufacturers, eliminate B2B hallucinations.

stdio
pip
No signalApr 16, 2026
L
longmem

Persistent cross-project memory for Cursor and Claude Code using local semantic search.

stdio
pip
No signalApr 16, 2026
D
db-metadata-extractor-mcp

Extract database metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and Oracle.

stdio
ocipip
No signalApr 16, 2026
P
PhysiCell Multiscale Simulation Builder

MCP server for configuring PhysiCell multiscale multicellular biological simulations

stdio
pip
No signalApr 16, 2026
M
MaBoSS Boolean Network Simulator

MCP server for Boolean network simulation and attractor analysis using MaBoSS

stdio
pip
No signalApr 16, 2026
N
NeKo Biological Network Builder

MCP server for biological network construction and analysis using pathway databases

stdio
pip
No signalApr 16, 2026
M
methods-mcp

MCP server for structured methods extraction + reproducibility heuristics on academic papers.

stdio
pip
RequiredApr 15, 2026
K
KiCad MCP Pro Server

MCP server for KiCad project setup, PCB edits, schematic work, validation, and exports.

stdio
pip
No signalApr 15, 2026
A
Agent Droid Bridge

MCP server giving AI agents eyes and hands inside Android devices via ADB

stdio
pip
No signalApr 15, 2026
L
Longhand

Local memory for Claude Code. Semantic recall across session history with zero API calls.

stdio
pip
No signalApr 15, 2026
G
GodotLens

15 semantic GDScript analysis tools via Godot's built-in LSP: navigation, references, rename.

stdio
npmpip
No signalApr 15, 2026
L
LibreNMS MCP

MCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure

stdioHTTP
ocipip
RequiredApr 15, 2026
M
MaStR MCP Server

MCP server for the German Marktstammdatenregister (MaStR) energy market register

stdio
pip
No signalApr 15, 2026
Showing 801-900 of 1,776 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.