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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
C
codexrunledger-mcp

Codex run receipts your reviewer can trust.

HTTP
remoteNo signalMay 19, 2026
C
Contazz AutoPilot

Brazilian AI-powered accounting & tax automation: NFS-e invoicing, CBS/IBS tax reform, compliance.

HTTP
remoteRequiredMay 19, 2026
Heroku Code MCP

Search and execute Heroku Platform API operations

stdio
mcpb
No signalMay 19, 2026
A
AI-First Scraper

Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.

stdio
pip
No signalMay 19, 2026
R
RAGScore

Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

stdio
pip
No signalMay 19, 2026
V
Verdigraph — paid hosted MCP for compute routing

Paid hosted MCP for agent-to-agent compute routing. 25% of net revenue funds conservation.

SSEHTTP
remoteNo signalMay 19, 2026
L
Lodi Kids Activities

Free directory of youth programs and licensed daycares in Lodi, CA. 72 tools.

HTTP
remoteRequiredMay 19, 2026
I
InnoDay

Unified ticketing MCP server for Jira, Linear, Trello, Notion, and GitHub Issues.

stdio
pip
No signalMay 19, 2026
A
agentiam-mcp

Stdio MCP wrapper for AgentIAM's 18 x402 endpoints — agent safety + intelligence on Base.

Not listedremoteNo signalMay 19, 2026
P
playwright-spatial-layout-mcp

MCP server that gives AI agents geometric spatial awareness of web page layouts using Playwright

stdio
npm
No signalMay 19, 2026
E
Entscheidsuche — Schweizer Gerichtsentscheide

Suche in Schweizer Gerichtsentscheiden aller Instanzen (Bund, Kantone) in DE/FR/IT.

HTTP
remoteNo signalMay 19, 2026
H
Harris Boat Works - Mercury Repower

Live Mercury outboard data and CAD quote builder from a Mercury Platinum Dealer in Ontario.

HTTP
remoteNo signalMay 19, 2026
M
myai-mcp

Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, paid in MYAI

stdio
pip
No signalMay 19, 2026
E
Escola de Rádio TV & Web (ER+)

Cursos, turmas, vagas, professores, podcasts e blog da Escola de Rádio (ER+) — read-only.

HTTP
remoteNo signalMay 19, 2026
P
playwright-trace-decoder-mcp

MCP server for unpacking and analyzing Playwright trace.zip archives

stdio
npm
No signalMay 19, 2026
F
flakiness-knowledge-graph-mcp

MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history

stdio
npm
No signalMay 19, 2026
P
Pathrule

Path-scoped team memories, rules and skills for Claude Code, Cursor, Codex and other MCP clients.

HTTP
remoteNo signalMay 19, 2026
D
Distro Publisher (beta)

AI-native news publishing: manage publications, write stories, upload media, and browse feeds.

HTTP
remoteNo signalMay 18, 2026
Auxen

Provision private AI model endpoints on dedicated GPUs (Llama, Qwen, Mistral). Pay per minute.

HTTP
remoteNo signalMay 18, 2026
A
Agentic Platform

Free MCP tools: the only MCP linter, health checks, cost estimation, and trust evaluation.

HTTP
remoteNo signalMay 18, 2026
S
SentinelX

Operate your own Linux servers from your LLM. Requires the SentinelX agent installed per host.

HTTP
remoteNo signalMay 18, 2026
C
clawops

Deploy and manage self-hosted OpenClaw instances across clouds

stdio
npm
No signalMay 18, 2026
A
Axiom Oracle

Axiom Oracle — Solana-native attestation infrastructure for AI agents. RWA data on-chain.

HTTP
remoteRequiredMay 18, 2026
E
Espresso MCP

Find great espresso cafes worldwide with curated data and transparent quality scoring.

stdio
npm
No signalMay 18, 2026
The Cracks Index

Read-only MCP server for The Cracks Index: ranks countries and regions on social-safety strength

HTTP
remoteNo signalMay 18, 2026
G
groupdocs-merger-mcp

MCP server for GroupDocs.Merger — merge, split, and inspect documents via AI agents.

stdio
nuget
No signalMay 18, 2026
A
Azure DevOps (ADO)

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

HTTP
remoteRequiredMay 18, 2026
M
mcp

Find pickup soccer or drop-in football games via your AI. 70+ cities, one-click RSVP.

HTTP
remoteNo signalMay 18, 2026
P
pexels

MCP server for searching Pexels stock photos, videos, and curated collections.

stdio
npm
RequiredMay 18, 2026
NEXUS AI

Deploy full-stack apps (Postgres, Redis, S3, workers, backups) from Claude or curl. 59 MCP tools.

HTTP
remoteNo signalMay 18, 2026
M
mcp

Chilean DTE/SII invoicing — issue invoices, reconcile payments and manage clients with AI agents.

HTTP
remoteNo signalMay 18, 2026
G
Gnosis Memory

Persistent memory and vector search for AI agents. Hosted, OAuth-protected via GitHub/Google.

HTTP
remoteNo signalMay 18, 2026
S
Search Ads 360 MCP Server

Search Ads 360 — reporting via query language, insights, and offline conversion upload

stdioHTTP
npm
No signalMay 18, 2026
B
Bid Manager MCP Server

Bid Manager reporting and query workflows for DV360 campaign performance analysis

stdioHTTP
npm
No signalMay 18, 2026
xmlriver-mcp

Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver XML API

stdio
pip
No signalMay 18, 2026
U
Umbraco-CMS-MCP-Dev

A developer focused model context protocol (MCP) server for Umbraco CMS

stdio
npm
RequiredMay 18, 2026
S
sagemath-mcp-server

MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math tools for LLMs.

stdio
npm
No signalMay 18, 2026
P
Pypi Stats

PyPIStats.org — PyPI download statistics

HTTP
remoteNo signalMay 18, 2026
M
Mast Nasa

MAST (Mikulski Archive for Space Telescopes) — Hubble/JWST/Kepler/TESS

HTTP
remoteNo signalMay 18, 2026
N
Noaa Spc

NOAA Storm Prediction Center — outlooks, storm reports, watches

HTTP
remoteNo signalMay 18, 2026
C
Cdec Ca

California Data Exchange Center (CDEC) hydrology, reservoirs, snow water

HTTP
remoteNo signalMay 18, 2026
L
Lemmy

Lemmy federated link-aggregator public reads (any instance)

HTTP
remoteNo signalMay 18, 2026
D
Dwds

DWDS German Digital Dictionary (snippet/lemma/concordance/kwic)

HTTP
remoteNo signalMay 18, 2026
O
Openfoodfacts

Open Food Facts — collaborative food product database

HTTP
remoteNo signalMay 18, 2026
O
Opentopodata

Open Topo Data — global elevation lookups (multiple DEM datasets)

HTTP
remoteNo signalMay 18, 2026
B
Bioregistry

Bioregistry — meta-registry of biomedical identifier prefixes

HTTP
remoteNo signalMay 18, 2026
R
Rfc Editor

RFC Editor — full RFC text + metadata + errata + BCP/STD mappings

HTTP
remoteNo signalMay 18, 2026
T
Tldr Pages

tldr-pages community simplified man pages (cached 24h)

HTTP
remoteNo signalMay 18, 2026
H
Homebrew Formulae

Homebrew formulae + casks + install analytics (formulae.brew.sh)

HTTP
remoteNo signalMay 18, 2026
E
Eu Parliament

European Parliament Open Data — MEPs, plenary docs, sessions

HTTP
remoteNo signalMay 18, 2026
D
Data Cityofchicago

City of Chicago Socrata open-data portal

HTTP
remoteNo signalMay 18, 2026
D
Data Ny

data.ny.gov — New York State open-data Socrata portal

HTTP
remoteNo signalMay 18, 2026
M
Mitre Attck

MITRE ATT&CK adversary TTPs (STIX bundles)

HTTP
remoteNo signalMay 18, 2026
M
Mitre Cwe

MITRE Common Weakness Enumeration (CWE) API

HTTP
remoteNo signalMay 18, 2026
C
Cisa Kev

CISA Known Exploited Vulnerabilities catalog

HTTP
remoteNo signalMay 18, 2026
C
contextatlas

Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.

stdio
npm
No signalMay 18, 2026
O
Onto

Clean Markdown and AI-readability scoring for any URL. Built for AI agents.

stdio
npm
RequiredMay 18, 2026
V
veris

Behavioral verification intelligence for AI coding agents. 17 MCP tools. Local-first. MIT.

stdio
npm
No signalMay 18, 2026
G
Glashaus — IPFS Pinning

Pin files and websites to IPFS from Claude. x402 USDC payments on Base — no account needed.

stdio
npm
No signalMay 18, 2026
I
ios-sim-mcp

Drive the iOS Simulator via semantic accessibility-tree snapshots. Sub-200ms, no WebDriverAgent.

stdio
npm
No signalMay 18, 2026
A
aether-developer

Hybrid search over SEC filings, earnings transcripts, and a third-party data marketplace.

stdio
npm
No signalMay 18, 2026
Speak AI

Search recordings, summarize meetings, create clips, and automate workflows from your AI assistant.

stdioHTTP
npm
RequiredMay 18, 2026
O
OpsConduit Jobber MCP

Customer-hosted read-only MCP server for Jobber ops reports, OAuth setup, and GraphQL validation.

stdio
npm
RequiredMay 18, 2026
M
mcp-server-cloud-fs

Cloud replacement for mcp-server-filesystem — 20 tools for S3, Azure Blob, and GCS

stdio
npm
No signalMay 18, 2026
O
Ons Uk

UK Office for National Statistics dataset catalogue + Beta JSON API

HTTP
remoteNo signalMay 18, 2026
I
Iso Codes

ISO country/language/currency/script code lookups (Debian iso-codes JSON)

HTTP
remoteNo signalMay 18, 2026
P
Public Suffix List

Mozilla Public Suffix List — eTLD parser (cached 24h)

HTTP
remoteNo signalMay 18, 2026
C
Commons Wikimedia

Wikimedia Commons file/image/audio/video search via MediaWiki Action API

HTTP
remoteNo signalMay 18, 2026
L
Librivox

LibriVox public-domain audiobooks (~17000 titles in dozens of languages)

HTTP
remoteNo signalMay 18, 2026
S
Scb Se

Statistics Sweden (SCB) — PxWeb JSON-stat statistical database

HTTP
remoteNo signalMay 18, 2026
G
Gov Uk Content

GOV.UK Content + Search APIs (every gov.uk page + full search)

HTTP
remoteNo signalMay 18, 2026
O
Opendata Canada

open.canada.ca — Canada national open-data catalogue (CKAN)

HTTP
remoteNo signalMay 18, 2026
O
Openfigi

OpenFIGI — Bloomberg open financial-instrument symbology service

HTTP
remoteNo signalMay 18, 2026
D
Dataverse Harvard

Harvard Dataverse — research dataset repository (~150k datasets)

HTTP
remoteNo signalMay 18, 2026
G
Gtex

GTEx — Genotype-Tissue Expression human gene-expression atlas

HTTP
remoteNo signalMay 18, 2026
E
Exoplanet Archive

NASA Exoplanet Archive — ~5600 confirmed exoplanets + candidates

HTTP
remoteNo signalMay 18, 2026
H
Horizons Nasa

NASA JPL Horizons — solar-system body ephemerides

HTTP
remoteNo signalMay 18, 2026
S
Simbad

CDS SIMBAD — astronomical object database (~14M objects) via TAP/script

HTTP
remoteNo signalMay 18, 2026
V
Vizier

CDS VizieR — astronomical catalogue server (tens of thousands of catalogues)

HTTP
remoteNo signalMay 18, 2026
F
folosat-mcp

Folosat MCP — income allocation, savings goals, group expenses and wealth tracking. EN & AR.

Not listedremoteNo signalMay 18, 2026
D
DataDoe MCP

Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, Gemini, Copilot.

HTTP
remoteRequiredMay 18, 2026
L
Logly

Query your Logly web analytics — traffic, funnels and real-time visitors — from any MCP client.

stdio
npm
RequiredMay 18, 2026
T
Terraform Ingest MCP

Ingest and analyze Terraform modules from multiple repositories for AI RAG systems

stdio
pip
No signalMay 18, 2026
M
mcp-server

Your company's brain for AI agents. Cited, permission-aware knowledge across every system.

HTTP
remoteNo signalMay 18, 2026
S
source-library

Search 22,000+ rare pre-modern texts with AI English translations, summaries, and 73K+ images.

stdio
npm
No signalMay 18, 2026
H
HefestoAI

Pre-commit code quality guardian. Detects semantic drift in AI-generated code.

HTTP
remoteNo signalMay 18, 2026
金
金谷园饺子馆 MCP Server

金谷园饺子馆的自动化管理系统

HTTP
remoteNo signalMay 18, 2026
M
myrsu-mcp

Concentration risk analysis for tech workers with RSU comp — global (US/IN/CA/UK/EU/AU).

stdioHTTP
npm
No signalMay 18, 2026
M
Memory Vault

Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.

stdio
oci
RequiredMay 18, 2026
T
Torify — Japan Locale APIs for AI Agents

39 Japanese locale APIs — wareki, NTA invoice, 法人番号, postal, romanization, kanji-kana (Workers AI).

HTTP
remoteNo signalMay 18, 2026
L
legal-text-mcp-de

German federal & state legal texts (BGB, DSGVO, …) with canonical IDs and cite-grade provenance.

stdio
ocipip
No signalMay 18, 2026
S
svg-tracer

MCP server for converting bitmap images to SVG vector graphics using potrace tracing.

stdio
npm
No signalMay 18, 2026
P
pulse-subregistry

MCP server providing access to the PulseMCP Sub-Registry for browsing and discovering MCP servers.

stdio
npm
RequiredMay 18, 2026
P
pulse-fetch

MCP server for fetching web resources with content extraction and anti-bot bypass.

stdio
npm
No signalMay 18, 2026
I
image-diff

MCP server for programmatic image comparison and visual diff generation.

stdio
npm
No signalMay 18, 2026
V
vercel

MCP server for Vercel — manage deployments and view build and runtime application logs.

stdio
npm
RequiredMay 18, 2026
T
twist

MCP server for Twist team messaging — manage channels, threads, and messages.

stdio
npm
RequiredMay 18, 2026
S
ssh

MCP server for SSH remote server management with SSH agent authentication support.

stdio
npm
RequiredMay 18, 2026
S
slack

MCP server for Slack — read/write messages, manage threads, and react to messages.

stdio
npm
RequiredMay 18, 2026
S
serpapi-hotels

MCP server for searching Google Hotels via SerpAPI — hotel search, pricing, ratings, and reviews.

stdio
npm
RequiredMay 18, 2026
Showing 2,801-2,900 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.