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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
A
api-flow-analyzer

Cloudflare Workers MCP server: api-flow-analyzer

HTTP
remoteNo signalMay 16, 2026
A
api-diff-monitor

Cloudflare Workers MCP server: api-diff-monitor

HTTP
remoteNo signalMay 16, 2026
A
api-contract-validator

Cloudflare Workers MCP server: api-contract-validator

HTTP
remoteNo signalMay 16, 2026
A
api-composition-gateway

Cloudflare Workers MCP server: api-composition-gateway

HTTP
remoteNo signalMay 16, 2026
A
api-changelog-tracker

Cloudflare Workers MCP server: api-changelog-tracker

HTTP
remoteNo signalMay 16, 2026
A
ai-token-counter

Cloudflare Workers MCP server: ai-token-counter

HTTP
remoteNo signalMay 16, 2026
A
ai-rate-limit-tracker

Cloudflare Workers MCP server: ai-rate-limit-tracker

HTTP
remoteNo signalMay 16, 2026
A
ai-provider-status

Cloudflare Workers MCP server: ai-provider-status

HTTP
remoteNo signalMay 16, 2026
A
ai-prompt-optimizer

Cloudflare Workers MCP server: ai-prompt-optimizer

HTTP
remoteNo signalMay 16, 2026
A
ai-model-router

Cloudflare Workers MCP server: ai-model-router

HTTP
remoteNo signalMay 16, 2026
A
ai-guardrails

Cloudflare Workers MCP server: ai-guardrails

HTTP
remoteNo signalMay 16, 2026
A
ai-gateway

Cloudflare Workers MCP server: ai-gateway

HTTP
remoteNo signalMay 16, 2026
A
ai-eval

Cloudflare Workers MCP server: ai-eval

HTTP
remoteNo signalMay 16, 2026
A
ai-crawler-policy

Cloudflare Workers MCP server: ai-crawler-policy

HTTP
remoteNo signalMay 16, 2026
A
ai-changelog-writer

Cloudflare Workers MCP server: ai-changelog-writer

HTTP
remoteNo signalMay 16, 2026
A
ai-budget-planner

Cloudflare Workers MCP server: ai-budget-planner

HTTP
remoteNo signalMay 16, 2026
A
ai-agent-scratchpad

Cloudflare Workers MCP server: ai-agent-scratchpad

HTTP
remoteNo signalMay 16, 2026
A
agent-workflow-engine

Cloudflare Workers MCP server: agent-workflow-engine

HTTP
remoteNo signalMay 16, 2026
A
agent-trace-auditor

Cloudflare Workers MCP server: agent-trace-auditor

HTTP
remoteNo signalMay 16, 2026
A
agent-memory

Cloudflare Workers MCP server: agent-memory

HTTP
remoteNo signalMay 16, 2026
A
agent-loop-detector

Cloudflare Workers MCP server: agent-loop-detector

HTTP
remoteNo signalMay 16, 2026
A
a11y-scorer

Cloudflare Workers MCP server: a11y-scorer

HTTP
remoteNo signalMay 16, 2026
A
ai-cost-optimizer

Cloudflare Workers MCP server: ai-cost-optimizer

HTTP
remoteNo signalMay 16, 2026
L
llm-output-quality-monitor

Cloudflare Workers MCP server: llm-output-quality-monitor

HTTP
remoteNo signalMay 16, 2026
A
ActTrace

Classify AI systems under the EU AI Act and generate Article 50 transparency notices.

stdio
pip
No signalMay 16, 2026
R
RTFM

The open retrieval layer for AI agents — index code, docs, data. Search via MCP.

stdio
pip
No signalMay 16, 2026
H
Hawaii Conditions MCP Server

Real-time surf, weather, trail status, volcano, ocean safety, and restaurants for Hawaii.

HTTP
remoteNo signalMay 16, 2026
C
CarryFeed

Resolve public X/Twitter profiles, posts, and media through CarryFeed.

stdio
npm
No signalMay 16, 2026
K
kg

Local knowledge graph memory MCP server for AI assistants.

Not listedremoteNo signalMay 16, 2026
G
getskills

Search and install 3,000+ AI skills from getskillsai.org into Claude Code, Cursor, ChatGPT.

stdio
npm
No signalMay 16, 2026
S
sign-cli

Agent-first e-signature MCP server with offline PAdES signing and hash-chained audit.

stdio
npm
No signalMay 16, 2026
DeltaSignal ATLAS-7

SEC/XBRL issuer intelligence for crypto public companies via MCP, OpenAPI, x402, and MPP.

HTTP
remoteNo signalMay 16, 2026
C
California Justice Watch

California criminal-justice accountability: DAs, defenders, judges, officers, CJP, POST.

HTTP
remoteNo signalMay 16, 2026
A
AskCyborg

Analyst-debate research on every public and private company. 8 tools: search, score, compare, more.

HTTP
remoteNo signalMay 16, 2026
T
tradar

Real-time market catalysts from 50+ primary federal sources, AI-classified for traders.

stdio
npm
No signalMay 16, 2026
N
Noaa Swpc

NOAA Space Weather Prediction Center (solar wind, Kp, aurora, alerts)

HTTP
remoteNo signalMay 16, 2026
M
Mygene Info

MyGene.info — gene annotation joining NCBI/Ensembl/UniProt/KEGG/OMIM

HTTP
remoteNo signalMay 16, 2026
A
Anapioficeandfire

An API of Ice and Fire — A Song of Ice and Fire (books/characters/houses)

HTTP
remoteNo signalMay 16, 2026
S
Studio Ghibli

Studio Ghibli fan API (films, people, locations, species, vehicles)

HTTP
remoteNo signalMay 16, 2026
D
Deps Dev

deps.dev — Google's package metadata + dependency graph API

HTTP
remoteNo signalMay 16, 2026
O
Osv Dev

OSV.dev — Google's open-source vulnerability database

HTTP
remoteNo signalMay 16, 2026
G
Gdacs

GDACS — Global Disaster Alert & Coordination System (EQ/TC/FL/VO/DR/WF)

HTTP
remoteNo signalMay 16, 2026
F
Fmi

Finnish Meteorological Institute open data (forecast, observations, warnings)

HTTP
remoteNo signalMay 16, 2026
N
Noaa Tides

NOAA Tides & Currents — observations, predictions, datums, station metadata

HTTP
remoteNo signalMay 16, 2026
D
Data Europa

data.europa.eu — official EU open-data hub (~1.6M datasets)

HTTP
remoteNo signalMay 16, 2026
P
Plos

PLOS journals — Solr-backed full-text search across all PLOS OA content

HTTP
remoteNo signalMay 16, 2026
O
Opencitations

OpenCitations COCI — open-license citation index by DOI

HTTP
remoteNo signalMay 16, 2026
M
Monarch Initiative

Monarch biomedical knowledge graph — diseases, phenotypes, genes, variants

HTTP
remoteNo signalMay 16, 2026
N
Ncbi Eutils

NCBI E-utilities — federated Entrez search/fetch (PubMed/Gene/Nucleotide/…)

HTTP
remoteNo signalMay 16, 2026
E
Ensembl

Ensembl REST — vertebrate genomes, sequences, comparative genomics, variation

HTTP
remoteNo signalMay 16, 2026
S
String Db

STRING protein-protein interaction networks across ~12k organisms

HTTP
remoteNo signalMay 16, 2026
G
Gnomad

Broad Institute gnomAD genomic variant database (GraphQL)

HTTP
remoteNo signalMay 16, 2026
S
signet-eval

Deterministic policy enforcement and MCP management for AI agent tool calls.

Not listedremoteNo signalMay 16, 2026
A
atomadic-nexus

Atomadic Nexus — trust layer for the agent economy. 32 tools: trust gates, x402, lineage, swarm.

stdio
pip
No signalMay 16, 2026
A
atomadic-fuse

Atomadic Fuse MCP — polyglot compiler, harvest logic atoms, discover product chains.

stdio
pip
No signalMay 16, 2026
G
Ground Truth

Live fact-checks for AI agents: endpoints, security headers, pricing, claims, compliance, markets.

HTTP
remoteNo signalMay 15, 2026
A
agentradar

Trust scoring, scam detection, and EAS attestations for ERC-8004 + x402 agents on Base.

stdio
npm
No signalMay 15, 2026
G
Gretl MCP

Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.

stdio
npm
No signalMay 15, 2026
S
Sentimatix

Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search via MCP.

SSEstdio+1
pip
No signalMay 15, 2026
M
mcp-aider-executor

Model Context Protocol (MCP) server to execute aider-specific code editing operations

stdio
npm
No signalMay 15, 2026
X
x402-tools-mcp

melis x402 Tools — 22 pay-per-call APIs for AI agents. No accounts, no API keys. USDC on Base.

stdio
npm
No signalMay 15, 2026
L
lokal-mcp

Norwegian local-food MCP: 1,431+ farms, shops, markets + umbrellas (Bondens marked, Hanen, REKO).

stdio
npm
No signalMay 15, 2026
O
Octodamus Intelligence Oracle

AI oracle: BTC/ETH/SOL signals, Polymarket edges, congressional trades. x402 $0.01/call on Base.

SSE
remoteNo signalMay 15, 2026
C
CalmSEO

SEO MCP server for keyword research, SERP analysis, audits, and Search Console workflows.

HTTP
remoteNo signalMay 15, 2026
M
MCP Bulário ANVISA

Consulta o Bulário Eletrônico da ANVISA: bulas, registros, tarjas e apresentações.

stdio
npm
No signalMay 15, 2026
M
MCP CNES

Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamentos, serviços.

stdio
npm
No signalMay 15, 2026
M
MCP TUSS / Rol ANS

Consulta tabelas TUSS da ANS: procedimentos, medicamentos, diárias e taxas via SQLite local.

stdio
npm
No signalMay 15, 2026
S
SSH Session MCP

Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking, and policy rules.

stdio
npm
No signalMay 15, 2026
S
Scrutica

AI compute infrastructure intelligence: facilities, supply chains, sovereign AI, export controls.

HTTP
remoteNo signalMay 15, 2026
R
rankparse-mcp

SEO MCP server — backlinks, domain authority, tech stack, and 18+ tools via Common Crawl.

HTTP
remoteNo signalMay 15, 2026
M
mcp-manimgl

MCP server exposing manimgl mathematical animation functionality as tools for LLMs

stdio
pip
No signalMay 15, 2026
A
ai-seo

MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites

stdio
npm
No signalMay 15, 2026
B
BrandKit MCP

Brand atomic system over MCP: verbal, visual, motion, tokens, and a magic_trick taste primer.

stdio
npm
No signalMay 15, 2026
1
100Hires - AI ATS & Recruitment Software

Official 100Hires MCP: AI ATS & Recruitment Software for candidates, jobs, applications, interviews.

HTTP
remoteNo signalMay 15, 2026
D
dr-mcp

Audits MCP configs, scores risk, and creates reversible repair plans.

stdio
npm
No signalMay 15, 2026
C
Contextful

Efficient context management: code search, evidence packs, and memory for coding agents.

stdio
npm
No signalMay 15, 2026
M
maven-tools-mcp

JVM dependency intelligence for AI assistants via Maven Central

stdio
oci
No signalMay 15, 2026
F
FreeCAD MCP

Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more via 30+ tools.

stdio
oci
No signalMay 15, 2026
F
freshdeps-mcp

Live npm/PyPI dependency-health verdicts so AI agents stop recommending stale or CVE'd packages

Not listedremoteNo signalMay 15, 2026
T
token-meter

Local-first dashboard + MCP for Claude Code and Codex token usage. Per-MCP/tool breakdown.

stdio
npm
No signalMay 15, 2026
A
AgentEconomy Compliance API

Paid KYC, AML, and regulatory risk assessment over MCP via x402 USDC micropayments on Base.

HTTP
remoteNo signalMay 15, 2026
T
transfa

Upload any file, get a signed link. SHA-256 verified, TTL-enforced, no account required.

stdio
npm
No signalMay 15, 2026
ConvRadar

GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device gaps, with numbers.

HTTP
remoteNo signalMay 15, 2026
S
Sense

Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.

stdio
mcpb
No signalMay 15, 2026
ShipStatic

Deploy websites from AI agents. Free at mcp.shipstatic.com. Install for the full toolset.

stdioHTTP
npm
No signalMay 15, 2026
C
Cannon Studio

Public Cannon Studio MCP for product, pricing, workflow, model, and API answers.

HTTP
remoteNo signalMay 15, 2026
G
groupdocs-watermark-mcp

MCP server for GroupDocs.Watermark — add and search document watermarks via AI agents.

stdio
nuget
No signalMay 15, 2026
A
Apollo.io MCP Server

Apollo.io MCP server for prospecting, enrichment, CRM, sequences, and outreach workflows

Not listedremoteNo signalMay 15, 2026
T
TrustBench

x402 provider rankings + Ed25519-signed payment receipts + signature verification (3 tools).

stdioHTTP
npm
No signalMay 15, 2026
C
calculators

Retirement & FIRE calculators: Monte Carlo wealth plans, Coast FIRE, Swiss pension & property tax.

HTTP
remoteNo signalMay 15, 2026
G
gk-cli

The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.

stdio
npm
No signalMay 15, 2026
M
modelforge

Bulge-tier financial model factory — live formulas, source-traced cells, 14 templates.

stdio
pip
No signalMay 15, 2026
水
水素分子医学文献データベース — Molecular hydrogen medical literature (H2 Papers)

PubMed molecular-hydrogen medical literature with delivery-aware safety notes inline.

stdioHTTP
npm
No signalMay 15, 2026
I
idealo MCP Server

Search products, compare prices and discover deals across 6 European markets with your AI assistant.

HTTP
remoteNo signalMay 15, 2026
S
scrcpy-mcp

MCP server for Android device control via ADB and scrcpy

stdio
npm
No signalMay 15, 2026
D
debtfree

Debt payoff calculator: snowball vs avalanche, minimum payment trap, extra-payment impact.

stdio
npm
No signalMay 15, 2026
F
freshtrack

USDA food shelf-life database, food safety, storage tips, food waste cost calculator.

stdio
npm
No signalMay 15, 2026
A
applianceiq

Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replace, energy cost.

stdio
npm
No signalMay 15, 2026
M
mcp

ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun detection.

HTTP
remoteNo signalMay 15, 2026
M
Mirror

Give Claude an honest self-model — behavioral tendencies built from evidence, not session memory. Mi

HTTP
remoteNo signalMay 15, 2026
Showing 2,501-2,600 of 8,500 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.