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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
CLIO Lmod

Lmod MCP - Environment Module Management for LLMs with comprehensive module operations

stdio
pip
No signalFeb 23, 2026
C
CLIO Jarvis

Jarvis-CD MCP - Pipeline Management for High-Performance Computing with comprehensive workflow...

stdio
pip
No signalFeb 23, 2026
C
CLIO Hdf5

HDF5 FastMCP - Scientific Data Access for AI Agents | CLIO Kit MCP Server

stdio
pip
No signalFeb 23, 2026
C
CLIO Darshan

Darshan I/O profiler MCP server for analyzing I/O trace files

stdio
pip
No signalFeb 23, 2026
C
CLIO Compression

Compression MCP server implementation using Model Context Protocol

stdio
pip
No signalFeb 23, 2026
C
CLIO Chronolog

ChronoLog MCP server implementation using Model Context Protocol

stdio
pip
No signalFeb 23, 2026
C
CLIO Arxiv

ArXiv MCP server implementation using Model Context Protocol

stdio
pip
No signalFeb 23, 2026
C
CLIO Adios

Fetch and analyze BP5 data files using ADIOS2 for scientific data and metadata access.

stdio
pip
No signalFeb 23, 2026
A
AbraFlexi

MCP server for AbraFlexi ERP — invoices, contacts, products, bank transactions.

stdio
pip
No signalFeb 23, 2026
Nexi XPay

MCP server for Nexi XPay Back Office APIs: orders, transactions, warnings.

stdio
pip
No signalFeb 22, 2026
Italy OpenData

Italian open data: municipalities, provinces, regions, postal codes, coordinates.

stdio
pip
No signalFeb 22, 2026
A
agentwork-mcp

Official MCP server for Agentwork — delegate tasks to AI agents with human-in-the-loop

stdioHTTP
pip
No signalFeb 22, 2026
A
arifos-mcp

Constitutional AI governance server with 5-organ Trinity and enforced floors F1-F13.

SSEstdio
ocipip
No signalFeb 22, 2026
S
sayou

Persistent knowledge workspace for AI agents. Versioned files, search, and MCP tools.

stdio
pip
No signalFeb 22, 2026
J
junai Pipeline MCP

Agentic pipeline orchestration MCP server for AI-driven development workflows.

stdio
pip
No signalFeb 22, 2026
W
wemo

Control WeMo smart home devices - discover, toggle, adjust brightness, and manage HomeKit codes

stdio
pip
No signalFeb 22, 2026
C
Curistat Trading Analytics

Futures volatility intelligence: forecasts, regime detection, signals, and analogs for ES/NQ.

stdio
pip
RequiredFeb 22, 2026
G
google-docs-mcp-server

Google Docs MCP server with full tab support, markdown extraction, and batch updates.

stdio
pip
RequiredFeb 21, 2026
B
Bing Search (Free)

Free Bing search MCP server - No API key required

stdio
pip
No signalFeb 21, 2026
A
Attestix

AI agent identity, W3C credentials, EU AI Act compliance. 47 MCP tools.

stdio
pip
No signalFeb 21, 2026
C
Codeix

Fast semantic code search for AI agents — find symbols, references, and callers across any codebase

stdio
npmpip
No signalFeb 21, 2026
N
NOAA OFS MCP Server

NOAA OFS regional ocean model forecasts — water level, temperature, salinity

stdio
pip
No signalFeb 21, 2026
N
NOAA STOFS MCP Server

NOAA STOFS storm surge forecasts, observation validation, and OPeNDAP data

stdio
pip
No signalFeb 21, 2026
N
NHC MCP Server

NHC storm tracks, forecast advisories, watches/warnings, and HURDAT2 data

stdio
pip
No signalFeb 21, 2026
E
ERDDAP MCP Server

Access ocean data from 80+ ERDDAP servers worldwide

stdio
pip
No signalFeb 21, 2026
N
NOAA CO-OPS MCP Server

NOAA CO-OPS tides, water levels, currents, and meteorological data

stdio
pip
No signalFeb 21, 2026
K
kalshi

Search, analyze, and trade Kalshi prediction markets through Claude Desktop

stdio
pip
RequiredFeb 21, 2026
O
omni-scanner

Codebase observatory with 56+ scanners for git health, architecture, and documentation.

stdio
pip
No signalFeb 20, 2026
A
Avrotize

Schema conversion and schema-driven code generation MCP server.

stdio
pip
No signalFeb 20, 2026
D
devops-practices

Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs

stdio
pip
No signalFeb 20, 2026
M
mimer-mcp

An MCP server with Mimer SQL Database Connectivity

stdio
pip
RequiredFeb 20, 2026
G
Gnosis MCP

Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.

stdio
pip
No signalFeb 20, 2026
F
fpl-mcp-server

An MCP server that provides Fantasy Premier League analysis and strategy tools.

stdio
pip
No signalFeb 20, 2026
R
rosettahub-mcp-server

Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.

stdio
pip
RequiredFeb 19, 2026
O
orionbelt-semantic-layer

API-first semantic layer MCP server compiling YAML models into dialect-specific SQL

stdio
pip
No signalFeb 19, 2026
S
Semantic API

Search and discover any API using natural language. 163+ providers with auto-discovery.

stdio
pip
RequiredFeb 19, 2026
O
orionbelt-analytics

Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation

stdio
pip
No signalFeb 19, 2026
N
nativ

AI-powered localization — translate, manage translation memory, and access style guides.

stdio
pip
RequiredFeb 19, 2026
N
nativ

AI-powered localization — translate, manage translation memory, and access style guides.

stdio
pip
RequiredFeb 19, 2026
A
Apple Mail MCP

Fast MCP server for Apple Mail with batch JXA and FTS5 search index.

stdio
pip
No signalFeb 19, 2026
N
Norman MCP Server

AI-powered bookkeeping and tax filing for entrepreneurs at the heart of the European economy.

stdioHTTP
pip
RequiredFeb 19, 2026
V
vynn-mcp

Self-improving AI workflows with backtesting, prompt optimization, and scheduling

stdio
pip
No signalFeb 19, 2026
R
Rootly

Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

SSEstdio
pip
RequiredFeb 18, 2026
R
rug-munch-mcp

Crypto risk intelligence: 19 tools for rug pull detection, AI forensics, and token analysis.

stdio
pip
No signalFeb 18, 2026
M
mcp-organizze

MCP para integração com o gestor financeiro Organizze. Crie transações, consulte saldos e metas.

stdioHTTP
ocipip
RequiredFeb 18, 2026
S
selvage

An LLM-based code review MCP server with AST-powered smart context extraction

stdio
pip
No signalFeb 17, 2026
R
reMarkable MCP Server

Access your reMarkable tablet - read documents, browse files, extract text and OCR handwritten notes

stdio
pip
RequiredFeb 17, 2026
M
mcp-codebase-index

Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.

stdio
pip
No signalFeb 17, 2026
M
mcp-observability-server

MCP server for querying logs from observability platforms with unified search and tracing

stdio
pip
No signalFeb 17, 2026
J
JusCABA — Justicia CABA

Search Buenos Aires City courts: cases, proceedings, parties, and PDF downloads

stdio
pip
No signalFeb 17, 2026
C
CSJN — Corte Suprema de Justicia de la Nación

Search Argentine Supreme Court sumarios: legal topics, case analysis, metadata

stdio
pip
No signalFeb 17, 2026
J
JUBA — Jurisprudencia de Buenos Aires

Search Buenos Aires Province court rulings: summaries, full text, legal topics

stdio
pip
No signalFeb 17, 2026
S
SAIJ — Jurisprudencia Argentina

Search Argentine legal databases: court decisions, legislation, summaries, doctrine

stdio
mcpbpip
No signalFeb 17, 2026
W
wemo

Control WeMo smart home devices - discover, toggle, adjust brightness, and manage HomeKit codes

stdio
pip
No signalFeb 16, 2026
V
vulners-mcp

MCP server for the Vulners.com API

stdio
pip
No signalFeb 16, 2026
A
agrobr

Brazilian agricultural data for LLMs — prices, crops, climate, deforestation.

stdio
pip
No signalFeb 16, 2026
P
photographi-mcp

Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Libraries

stdio
pip
No signalFeb 16, 2026
D
Decompose

Decompose text into classified semantic units. Authority, risk, attention. No LLM.

stdio
pip
No signalFeb 15, 2026
P
patreon-mcp-server

Access your Patreon creator data - campaigns, patrons, tiers, and posts.

stdio
pip
RequiredFeb 15, 2026
O
OWA Exchange MCP Server

MCP server for Microsoft Exchange / OWA — email, calendar, directory, availability

stdio
pip
No signalFeb 15, 2026
C
core

Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.

stdio
pip
No signalFeb 15, 2026
M
mcp-server-colab-exec

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

stdio
pip
No signalFeb 15, 2026
L
logicmonitor

LogicMonitor API integration with 167 tools for alerts, devices, dashboards, and more.

stdio
pip
RequiredFeb 14, 2026
M
mnemograph

Event-sourced knowledge graph memory for AI coding agents with semantic search

stdio
pip
No signalFeb 14, 2026
W
wems

Real-time natural hazard monitoring: earthquakes, tsunamis, volcanoes, solar weather, air quality

stdio
pip
No signalFeb 14, 2026
M
mcp-skill-server

An MCP server that mounts your skill directory and add deterministic entry for deployment

stdio
pip
No signalFeb 14, 2026
P
precision-desktop

Fixes DPI coordinate scaling for Windows desktop automation MCP servers.

stdio
pip
No signalFeb 13, 2026
A
awx-mcp-server

Control AWX/Ansible Tower through natural language - 49 tools for automation

stdio
pip
RequiredFeb 13, 2026
F
FedRAMP 20x Requirements

An MCP server that provides access to FedRAMP 20x security requirements and controls.

stdio
pip
No signalFeb 13, 2026
W
workspace-mcp

Google Workspace MCP server for Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Chat.

stdio
pip
No signalFeb 13, 2026
A
artefact-revenue-intelligence

Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health. HubSpot.

stdio
pip
No signalFeb 13, 2026
G
google-workspace-mcp

Google Workspace Admin via MCP. Manage users, groups, aliases, org units.

stdio
pip
RequiredFeb 13, 2026
S
snowfakery-mcp

MCP server for authoring, analyzing, debugging, and running Snowfakery recipes

stdio
pip
No signalFeb 13, 2026
E
edinet-mcp

Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/PL/CF statements.

stdio
pip
RequiredFeb 13, 2026
R
RLM Tools

Persistent Python sandbox for token-efficient codebase exploration in MCP clients

stdio
pip
No signalFeb 13, 2026
T
tendem-mcp

AI + Human Agent platform for getting tasks done. Create, manage, and track tasks powered by Tendem.

stdio
pip
RequiredFeb 12, 2026
M
memory-mcp

情景+实体记忆 MCP 服务,为 Claude Code 提供持久化记忆能力

stdio
pip
No signalFeb 12, 2026
A
AWS MCP Server

A managed MCP server enabling AI agents to access AWS using docs, API calls, and SOP workflows.

stdio
pip
No signalFeb 12, 2026
F
flyto-core

Secure execution engine for AI agents. 300+ modules, SSRF protection, secrets proxy.

stdio
pip
No signalFeb 12, 2026
E
endnote-mcp

Search, cite, and read PDFs from your EndNote library in Claude Desktop

stdio
pip
No signalFeb 12, 2026
D
deadends.dev

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

stdio
pip
No signalFeb 12, 2026
W
Word Document Operations

Read, create, and modify Microsoft Word documents

stdio
pip
No signalFeb 12, 2026
W
winsight

Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.

stdio
pip
No signalFeb 12, 2026
D
deadends.dev

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

stdio
pip
No signalFeb 12, 2026
A
aifp

Database-driven FP enforcement and project management for AI-maintained codebases

stdio
pip
No signalFeb 12, 2026
R
ResearchTwin

Federated research discovery with S-Index metrics across a network of digital twins.

stdio
pip
No signalFeb 12, 2026
G
GDPR Shift-Left Compliance

GDPR compliance MCP server - article lookup, DPIA, ROPA, DSR, IaC analysis, Bicep templates.

stdio
pip
No signalFeb 11, 2026
F
flyto-indexer

Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.

stdio
pip
No signalFeb 11, 2026
C
Curate-Ipsum

Code synthesis through belief revision, mutation testing, and verification

stdio
mcpbpip
No signalFeb 11, 2026
M
mcp-server-12306

An MCP server that provides 12306 ticket query

stdio
pip
No signalFeb 11, 2026
M
mcp-opendart-server

An MCP server that provides OpenDart API

stdio
pip
RequiredFeb 11, 2026
M
mathematica-mcp

MCP server for WolframScript

stdio
pip
No signalFeb 10, 2026
A
aaa-mcp

Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.

SSEstdio
ocipip
No signalFeb 10, 2026
C
codereviewbuddy

MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs

stdio
pip
No signalFeb 10, 2026
A
Amazon ECS MCP Server

AI-powered Amazon ECS workload management

stdio
pip
No signalFeb 9, 2026
G
GWAS Bioinformatics MCP Server

Access 30+ bioinformatics tools from 14 databases.

stdio
pip
No signalFeb 9, 2026
D
drawio-mcp

MCP server for creating and editing draw.io / diagrams.net XML files programmatically.

stdio
pip
No signalFeb 9, 2026
D
Databricks MCP Server

263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.

stdio
pip
RequiredFeb 9, 2026
M
Motor Current Signature Analysis

MCP server for Motor Current Signature Analysis — fault detection in electric motors

stdio
pip
No signalFeb 9, 2026
K
Kylas CRM

MCP server for Kylas CRM: create, search, and manage leads. Requires KYLAS_API_KEY.

stdio
pip
RequiredFeb 9, 2026
Showing 1,401-1,500 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.