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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
pdf-mcp

Production-ready MCP server for PDF processing with intelligent caching.

stdio
pip
No signalJun 6, 2026
F
Foresea Forecasting

Forecast future events and scan prediction-market edges.

HTTP
remoteNo signalJun 6, 2026
F
foresea

Probability forecasts with evidence, prediction-market edge, and a live track record.

HTTP
remoteNo signalJun 6, 2026
A
Awesome Copilot MCP Server

An MCP server that stores Copilot customizations from the Awesome Copilot repository

stdio
oci
No signalJun 5, 2026
X
XRPL-Utilities

XRPL data tools for AI agents: wallet classifier, signals, RWA tracker, ETF flows. Pay via x402.

stdio
npm
No signalJun 5, 2026
G
GadgetHumans API Hub

11 free utility APIs: QR, passwords, UUIDs, hashing, base64, lorem, JSON

stdio
pip
No signalJun 5, 2026
R
repoctx

Local-first code context, impact analysis, and merge-readiness verdicts for AI agents.

stdio
npm
No signalJun 5, 2026
L
Lambë

Shape-aware query language for structured data — JSON, YAML, TOML, HCL, CSV, Markdown.

stdio
mcpb
No signalJun 5, 2026
T
TokenTrace

Local-first AI CLI usage analytics for agents.

stdio
npm
No signalJun 5, 2026
O
OneSource MCP

27 tools for blockchain data and live chain queries

stdio
npm
No signalJun 5, 2026
A
astral-mcp

Precision-audited astrology MCP: natal charts, transits, synastry, moon phases. No API key.

stdio
npm
No signalJun 5, 2026
P
Plate

Minimal project management for teams and AI agents.

HTTP
remoteNo signalJun 5, 2026
SkinKnowledgeBase Skincare Question and Answer MCP

Skincare Question and Answer with cited products, ingredients, sources, and comparison context.

HTTP
remoteNo signalJun 5, 2026
U
ugs-mcp

CNC machine control via Universal G-code Sender. Jog, home, run files with hardware safety tokens.

stdio
pip
No signalJun 5, 2026
K
kweenkl-mcp

Push notifications for AI agents - send instant iPhone notifications from any MCP client.

HTTP
remoteNo signalJun 5, 2026
R
ReportFlow

Generate PDF reports from ReportFlow templates via Claude and other AI agents.

stdioHTTP
npm
No signalJun 5, 2026
E
easyeda-mcp-pro

MCP server for EasyEDA Pro: PCB design, BOM sourcing, and AI-assisted hardware review.

stdio
npm
No signalJun 5, 2026
Timebook

Track time on usetimebook.com - start/stop timers, log entries, list projects/clients.

stdioHTTP
npm
No signalJun 5, 2026
A
audit-ledger-mcp

Record AI decisions to a tamper-evident audit ledger from any MCP-compatible agent.

stdio
npm
No signalJun 5, 2026
M
madeonsol

Solana memecoin intelligence: KOL trades, deployer reputation, token & wallet scoring

stdio
npm
No signalJun 5, 2026
P
projscan

Agent-first code intelligence over MCP. 11 langs, 45 tools, repo understanding. Local.

stdio
npm
No signalJun 5, 2026
D
dlp-mcp

The DLP MCP provides the compliance violation in the one drive, google drive documents.

HTTP
remoteNo signalJun 5, 2026
M
meta-ads-mcp

Facebook / Meta Ads automation with AI: analyze performance, test creatives, optimize spend.

HTTP
remoteNo signalJun 5, 2026
F
FL Studio MCP Mac

macOS-first MCP bridge for FL Studio using CoreMIDI and FL Studio Python MIDI scripts.

stdio
pip
No signalJun 5, 2026
M
mcp

Agent-driven web QA: scan a site, auto-generate + run E2E test flows, read results.

stdio
npm
No signalJun 5, 2026
P
python-mcp

Securely give LLMs controlled access to real-world operations inside your Files.com environment

stdio
pip
No signalJun 5, 2026
P
piia-engram

Local-first AI identity for MCP coding tools. User-approved lessons, decisions, and context.

stdio
pip
No signalJun 5, 2026
1
1Claw Vault

HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and threat scanning.

stdio
npm
No signalJun 5, 2026
F
Frankfurter

Convert currencies and fetch blended FX rates from 50+ institutional sources.

HTTP
remoteNo signalJun 5, 2026
C
crabeye-mcp-bridge

One MCP connection for all your tools — with discovery, namespacing, and execution policies.

stdio
npm
No signalJun 5, 2026
R
rakuten-mcp

Rakuten Web Service for AI: Ichiba, Books, Travel, Recipe, Kobo, GORA — bilingual, read-only.

stdio
npm
No signalJun 5, 2026
S
Sensegrep

Semantic + structural code search MCP server for AI-native development.

stdio
npm
No signalJun 5, 2026
B
build123d MCP

AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.

stdio
pip
No signalJun 5, 2026
F
feedthrough

Debug bridge inside your web app: an agent reads the DOM, console and network. Any browser.

stdio
npm
No signalJun 5, 2026
R
repo-graph

Structural graph map of any codebase so LLMs navigate by structure, not guesswork.

stdio
pip
No signalJun 5, 2026
T
tabedata-mcp

Bilingual JP/EN Japanese food nutrition for AI: 460 sourced konbini, chain & brand items.

stdio
npm
No signalJun 5, 2026
O
openroad-mcp

The OpenROAD MCP server - interactive EDA sessions via Model Context Protocol

stdio
ocipip
No signalJun 5, 2026
Provar MCP Server

Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate, and run tests.

stdio
npm
No signalJun 5, 2026
G
GraphPilot

Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.

stdio
npm
No signalJun 5, 2026
A
activitypub-mcp

Security-first, read-only-by-default MCP server for ActivityPub and the Fediverse.

stdio
npm
No signalJun 5, 2026
Appfigures

Access your app analytics, ASO tools, and app market intelligence with Appfigures.

stdio
npm
No signalJun 5, 2026
I
Infrawise

Infrastructure analysis for AWS (14 tools) — DynamoDB, Lambda, SQS, S3, PostgreSQL, MongoDB & more.

HTTP
npm
No signalJun 5, 2026
J
JVM Source Lens

Gradle-accurate JVM classpath; fetch Java source, signatures, and class structure for agents.

stdio
npm
No signalJun 5, 2026
F
Forge — Agent Reputation Protocol

Portable reputation for AI agents. MCP-native identity, vouching, trust scores.

Not listedremoteNo signalJun 5, 2026
T
TasteMaker

Pull your TasteMaker brand kit + generated Agent Skill into your coding tool. Read-only.

HTTP
remoteNo signalJun 5, 2026
P
PennyPilot MCP

Open-core, local, read-only MCP server for Pennylane Company API v2. Auditable READ_ONLY_GUARD.

stdio
mcpb
No signalJun 5, 2026
D
Dark Search Protocol

161 dark data sources, 25+ domains, 6-step pipeline, Streamable HTTP + stdio

stdio
npm
No signalJun 5, 2026
D
Desktop Commander

MCP server for terminal commands, file operations, and process management

stdio
npm
No signalJun 5, 2026
P
primereact-mcp

105 PrimeReact v10 components with props, types, and events

stdio
npm
No signalJun 5, 2026
I
Image to SVG

MCP server that converts raster images (PNG/JPG/WEBP) to SVG vector format

stdio
pip
No signalJun 5, 2026
O
okama-mcp

Portfolio analytics via the okama library: backtests, Monte Carlo, efficient frontier, PNG charts

stdio
pip
No signalJun 5, 2026
A
ask-llm

Unified MCP server — auto-detects Gemini, Codex, and Ollama, registers available tools

stdio
npm
No signalJun 5, 2026
A
ask-gemini

Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and second opinions

stdio
npm
No signalJun 5, 2026
U
US Building Permit Aggregator

Pull recent building permits from 9 US cities in a unified schema from official open-data portals.

HTTP
remoteNo signalJun 5, 2026
S
Shopify Catalog Monitor

Track price drops, stock-outs, restocks, and new/removed products across Shopify stores.

HTTP
remoteNo signalJun 5, 2026
W
What a Plan! — MCP Server

Descubre eventos en España: filtra por texto, categoría, ubicación, precio y fecha. 38 categorías.

HTTP
remoteNo signalJun 5, 2026
A
ascendkit

Auth, email, journeys, surveys, webhooks, and analytics for SaaS in one project, one API key.

stdio
npm
No signalJun 5, 2026
S
sports-mcp-server

Get live scores, schedules, standings, team and player data for NFL, NBA, MLB, NHL, and soccer.

stdioHTTP
npm
No signalJun 5, 2026
O
oecd-mcp-server

Search and query 1,500+ OECD statistical datasets via SDMX. Keyless.

stdioHTTP
npm
No signalJun 5, 2026
M
mcp-ts-core

Agent-native TypeScript framework for building MCP servers with declarative definitions.

stdioHTTP
npm
No signalJun 5, 2026
I
internet-archive-mcp-server

Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item metadata, and text.

stdioHTTP
npm
No signalJun 5, 2026
N
nobleblocks-mcp

Search 340M+ academic papers — citation graphs, semantic similarity, and AI literature reviews.

HTTP
remoteNo signalJun 5, 2026
A
anime-mcp-server

Search anime/manga, franchise watch order, schedule, characters, rankings, studio filmography.

stdioHTTP
npm
No signalJun 5, 2026
V
Vaara MCP Server

EU AI Act runtime evidence as a standalone MCP server: gating, tamper-evident audit

stdio
pip
No signalJun 5, 2026
W
whois-mcp-server

Domain registration, availability, DNS records, and IP/ASN resolution via RDAP and DNS-over-HTTPS.

stdioHTTP
npm
No signalJun 5, 2026
E
Earth-2 Elevation MCP

Local stdio MCP server for Open-Elevation single, batch, and profile lookups.

stdio
npm
No signalJun 5, 2026
P
Pairoa

People matching through your AI — private, agent-to-agent; details shared only on a match.

HTTP
remoteNo signalJun 5, 2026
U
unreal-engine-mcp

MCP server for Unreal Engine 5 with 23 tools for game development automation.

stdio
npm
No signalJun 5, 2026
travel.art

Art-tourism data for AI agents: biennales, art fairs, museums, layover itineraries with 2026 facts.

HTTP
remoteNo signalJun 5, 2026
D
deliberation

Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400+ OpenRouter models.

stdio
npm
No signalJun 5, 2026
V
VerifiMind PEAS - RefleXion Trinity

Multi-Agent AI Validation: X-Z-CS Trinity. 13 tools FREE. Growth-first. v0.5.41

HTTP
remoteNo signalJun 5, 2026
V
Velaris Intelligence

AI-generated customer success reports for Velaris platform users. Authenticates via OAuth.

SSE
remoteNo signalJun 5, 2026
R
Random Design

Generate randomized English Markdown frontend design directions from curated catalogs.

stdio
npm
No signalJun 5, 2026
C
compliance

Engineered GDPR compliance for engineers and AI agents: pull rules, implement, submit evidence.

HTTP
remoteNo signalJun 5, 2026
H
Honey MCP Server

Search instances across GCP, AWS, K8s, Consul & Proxmox

Not listedremoteNo signalJun 5, 2026
O
OpenJob

Search open ATS jobs with direct company apply links

SSEHTTP
remoteNo signalJun 5, 2026
H
haiku-rag

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

stdio
pip
No signalJun 5, 2026
S
ShapeWords MCP

Generate ShapeWords word clouds as SVG, PNG, or JSON from text or weighted words.

stdio
npm
No signalJun 5, 2026
A
agent-memory

Git-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.

stdio
npm
No signalJun 5, 2026
M
MNE-MCP

MNE-Python neurophysiology analysis (EEG, MEG, sEEG, ECoG, fNIRS) via the Model Context Protocol

stdio
pip
No signalJun 5, 2026
K
Kiln

Kiln MCP server for agents: design, slice, print, monitor, and recover physical objects safely.

stdio
pip
No signalJun 5, 2026
C
clinicaltrialsgov-mcp-server

Search ClinicalTrials.gov — find studies, retrieve results, match patients to eligible trials.

stdioHTTP
npm
No signalJun 5, 2026
NEUS MCP

Identity and authority for AI assistants. Trust receipts over MCP. docs.neus.network/mcp/ide-plugin

HTTP
remoteNo signalJun 5, 2026
H
HoldingsIntel

Smart Money Verdict per stock & fund from SEC 13F, insider, activist & congressional filings.

HTTP
remoteNo signalJun 5, 2026
C
cli-market-world

Commerce for AI agents. 43 MCP tools. 66 retailers (36 verified), 8 countries, 3 platforms.

stdio
pip
No signalJun 5, 2026
A
AnkiMCP Server

Anki addon that exposes your flashcard collection to AI assistants via a local MCP server.

Not listedremoteNo signalJun 5, 2026
O
OpenWarrant

Verify document authenticity for AI agents: detect tampering in PDFs and images with evidence.

HTTP
remoteNo signalJun 5, 2026
W
weapp-agent-mcp

Agent-first MCP server for WeChat Mini Program debugging & automation via WeChat DevTools.

stdio
npm
No signalJun 5, 2026
M
mneme

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

stdio
npm
No signalJun 5, 2026
B
bls-labor-mcp-server

Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP.

stdioHTTP
npm
No signalJun 5, 2026
W
world-model-mcp

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

stdio
pip
No signalJun 5, 2026
A
AurelianFlo

Remote MCP server for OFAC screening, EDD memos, exposure forecasts, queues, and reports.

HTTP
remoteNo signalJun 5, 2026
Bleep

Create Tasks and run Workflows in Bleep from Claude, ChatGPT, and other AI assistants.

HTTP
remoteNo signalJun 5, 2026
C
cyanheads-mcp-server

Fleet discovery for the cyanheads MCP ecosystem — semantic search + install snippets.

stdioHTTP
npm
No signalJun 5, 2026
P
parkour-mcp

A content exploration toolkit that helps LLMs surface high signal, unsummarized web content.

stdio
mcpb
No signalJun 5, 2026
A
Aptu Coder

MCP server for code structure analysis using tree-sitter.

stdio
mcpb
No signalJun 5, 2026
R
Rulemorph MCP Server

MCP server for CSV/JSON data transformation using YAML rules

stdio
mcpb
No signalJun 5, 2026
G
ghl-master

The GoHighLevel MCP for Claude — 214 tools, programmatic workflow builder, multi-tenant.

stdio
npm
No signalJun 5, 2026
C
Curio — design style library

A design-style library for AI agents: search real styles, fetch a ready-to-apply design spec.

HTTP
remoteNo signalJun 5, 2026
P
podcasts

An MCP server that provides tools to discover and retrieve podcast episodes transcripts.

HTTP
remoteNo signalJun 5, 2026
Showing 201-300 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.