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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
M
mnemo-mcp

Persistent AI memory with hybrid search (FTS5 + semantic) and cross-machine sync.

stdio
ocipip
No signalMay 29, 2026
S
Spotify

MCP server connecting LLMs to Spotify, with smart-batching and large-playlist tools

stdio
pip
RequiredMay 29, 2026
I
imagine-mcp

MCP server for image/video understanding & generation (Gemini/OpenAI/Grok)

stdio
ocipip
No signalMay 29, 2026
B
Better Telegram MCP

Telegram MCP server — dual-mode Bot API + MTProto, 6 composite tools.

stdio
ocipip
No signalMay 29, 2026
B
better-code-review-graph

Knowledge graph for token-efficient code reviews with fixed search and configurable embeddings

stdio
ocipip
No signalMay 29, 2026
W
wet-mcp

MCP server for web search, content extraction, academic research, and library docs.

stdio
ocipip
No signalMay 29, 2026
P
PDF Modifier

Modify PDF text, replace with regex, and analyze layout while preserving fonts.

stdio
pip
No signalMay 29, 2026
S
seo-monster

SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.

stdio
pip
No signalMay 29, 2026
M
Monarch MCP Server

Access Monarch financial data — accounts, transactions, budgets, and more

stdio
pip
RequiredMay 29, 2026
K
Kindex

Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.

stdio
pip
No signalMay 29, 2026
V
VMware VKS

vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requires vSphere 8.x+.

stdio
pip
No signalMay 29, 2026
V
VMware Storage

VMware vSphere storage management with 11 MCP tools: datastores, iSCSI, vSAN.

stdio
pip
No signalMay 29, 2026
V
VMware NSX Security

VMware NSX security: DFW policies, security groups, tags, Traceflow, IDPS — 20 MCP tools.

stdio
pip
No signalMay 29, 2026
V
VMware NSX

VMware NSX networking management with 31 MCP tools: segments, gateways, NAT, routing, IPAM.

stdio
pip
No signalMay 29, 2026
V
VMware Monitor

Read-only VMware vCenter/ESXi monitoring with 8 MCP tools. Code-level safety.

stdio
pip
No signalMay 29, 2026
V
VMware Harden

VMware compliance scanning (CIS, vSphere SCG, GB/T 22239, PCI-DSS) with drift detection.

stdio
pip
No signalMay 29, 2026
V
VMware AVI

VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 29 MCP tools.

stdio
pip
No signalMay 29, 2026
V
VMware Aria Operations

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 18 MCP tools.

stdio
pip
No signalMay 29, 2026
V
VMware AIops

AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.

stdio
pip
No signalMay 29, 2026
L
LN Church Agent MCP

Inspect-only MCP server for HTTP 402 and agent-commerce surfaces without executing payment.

stdio
pip
No signalMay 29, 2026
J
J-Quants MCP

MCP server for retrieving Japanese stock market data via J-Quants API v2

stdio
pip
No signalMay 29, 2026
A
Automox MCP Server

Official MCP server for Automox. Manage devices, patches, and policies in natural language.

stdio
pip
RequiredMay 29, 2026
S
Symbols MCP

Symbols.app MCP — docs, code generation, publishing, CLI/SDK reference

stdio
pip
No signalMay 28, 2026
P
Pretorin Compliance

Access Pretorin compliance systems, controls, evidence, and narratives from your AI tools.

stdio
pip
RequiredMay 28, 2026
C
Cities2-MCP

Cities: Skylines II wiki, Encyclopedia, and mod workflow tools.

stdio
pip
No signalMay 28, 2026
Z
Zscaler Zero Trust Exchange

Manage Zscaler Zero Trust Exchange via 280+ tools — ZPA, ZIA, ZDX, ZCC, EASM, and more.

stdio
ocipip
RequiredMay 28, 2026
F
fast-mcp-telegram

Full Telegram API for AI agents: messages, media, calls, polls, groups, reactions, admin, search

stdio
pip
RequiredMay 28, 2026
C
claude-code-bridge

MCP relay so Claude Code agents on different machines can exchange messages via named channels.

stdio
pip
No signalMay 28, 2026
L
Liquid

Connect your AI agent to anything — APIs, databases, and agents; read and write, auto-discovered.

stdio
pip
No signalMay 28, 2026
M
MCP Stdio

Stdio-to-HTTP gateway — connects MCP clients to remote HTTP MCP servers

stdio
pip
No signalMay 28, 2026
M
Microsoft Access Database

Read and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.

stdio
pip
No signalMay 28, 2026
D
Datris

AI Agent-Native Data Platform — ingest, validate, transform, and query data.

stdioHTTP
ocipip
RequiredMay 28, 2026
V
Vaara MCP Server

Vaara governance as standalone MCP server. Risk scoring, intercept, hash-chained audit.

stdio
pip
No signalMay 28, 2026
V
Vaara

Runtime governance proxy for MCP servers. Risk scoring, hash-chained audit, per-tenant policy.

stdio
pip
RequiredMay 28, 2026
E
EvolutionDB Long-Term Memory

Persistent long-term memory for Claude Desktop / Claude Code, backed by EvolutionDB.

stdio
pip
RequiredMay 28, 2026
T
TaskChampion MCP

MCP server for Taskwarrior 3.x, TaskChampion, and Timewarrior task management.

stdio
pip
No signalMay 28, 2026
A
AWT (AI Watch Tester)

AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.

stdio
pip
No signalMay 28, 2026
G
github-twin

Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.

stdio
pip
No signalMay 28, 2026
C
cli-market-world

Commerce for AI agents. 36 MCP tools across 30 retailers in 7 countries.

stdio
pip
No signalMay 28, 2026
M
mcp-broker

Local MCP broker that exposes one compact entry for many upstream servers.

stdio
pip
No signalMay 28, 2026
W
WinstonRedGuard MCP Server

WinstonRedGuard monorepo bridge for MCP agents: governance, pipelines, memory, OSINT tools.

stdio
pip
RequiredMay 28, 2026
S
Scherlok

Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.

stdio
pip
RequiredMay 28, 2026
I
Interminal

Lightweight MCP server providing terminal access (SSH & local shells) for AI assistants.

stdio
pip
No signalMay 28, 2026
P
piia-engram

One memory, every AI tool, yours to keep. Local-first, cross-tool, MCP-native.

stdio
pip
No signalMay 28, 2026
S
star-trajectory

Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/48h projection

stdio
pip
No signalMay 28, 2026
K
Kiln

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

stdio
pip
No signalMay 28, 2026
F
fake-star-audit

Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence.

stdio
pip
No signalMay 28, 2026
N
NIRA Temporal MCP

Time-aware scheduling for Claude — manage tasks, reminders, and recurring schedules

stdio
pip
No signalMay 28, 2026
N
NIRA File Intel MCP

Smart file intelligence for Claude — search, deduplicate, organize, and analyze files

stdio
pip
No signalMay 28, 2026
N
NIRA REPL MCP

Secure code execution sandbox for Claude — run Python, JavaScript, and shell commands

stdio
pip
No signalMay 28, 2026
N
NIRA Screen Vision MCP

Real-time screen capture + AI vision for Claude — see, analyze, and OCR your screen

stdio
pip
RequiredMay 28, 2026
Q
quill

Pre-execution gate for AI-agent tool calls. Touch ID approval. Tamper-evident audit log.

stdio
pip
No signalMay 28, 2026
N
NIRA Video Production MCP

Video production MCP: 55 tools — edit, grade, TTS captions, beat-sync, master, AI generate.

stdio
pip
No signalMay 28, 2026
D
DefectDojo

MCP server for DefectDojo: 24 tools with RBAC, HMAC audit chain, and SIEM forwarding

stdio
pip
RequiredMay 28, 2026
S
Sentinel DV

Security-first MCP server for verification intelligence (SystemVerilog/UVM/cocotb)

stdio
pip
No signalMay 28, 2026
V
VulnFeed

Dependency vulnerability scanner with EPSS scoring. 9 MCP tools. Free tier + x402.

stdio
pip
No signalMay 28, 2026
F
FutureSearch MCP Server

Give your AI a research team. Forecast, score, classify, or research every row of a dataset.

stdio
pip
RequiredMay 27, 2026
H
ha-mcp

Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.

stdio
ocipip
No signalMay 27, 2026
Statistics Canada MCP Server

Access Statistics Canada data via the Web Data Services API

stdio
pip
No signalMay 27, 2026
F
flstudio-mcp

Control FL Studio with Claude: in-DAW mixing, diagnosis, routing, and composition.

stdio
pip
No signalMay 27, 2026
O
OpenOSINT

AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.

stdio
pip
RequiredMay 27, 2026
P
parbaked

Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, deploy to fly.io.

stdio
pip
No signalMay 27, 2026
H
haiku-rag

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

stdio
pip
No signalMay 27, 2026
E
esrp-oss-mcp-test

The ESRP OSS MCP server exposes tools to discover & validate trusted Microsoft OSS Packages.

stdioHTTP
mcpbnpm+3
No signalMay 27, 2026
ProxmoxMCP-Plus

Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.

stdio
pip
RequiredMay 27, 2026
S
Supertone TTS

High-quality Supertone TTS: voice search, preview, duration prediction, and voice cloning

stdio
pip
RequiredMay 27, 2026
F
fake-star-audit

Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence.

stdio
pip
No signalMay 27, 2026
M
mcp

Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...

stdioHTTP
pip
No signalMay 27, 2026
G
Graqle

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

stdio
pip
No signalMay 27, 2026
S
Snowflake MCP Server

A Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistants

stdio
ocipip
No signalMay 27, 2026
M
mcp-server-couchbase

Couchbase Model Context Protocol Server to interact with Couchbase clusters

stdio
ocipip
No signalMay 27, 2026
A
amnesic

Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.

stdio
pip
No signalMay 27, 2026
R
redline

Run local prompt regression checks from prompt-response logs in AI coding assistants.

stdio
pip
No signalMay 27, 2026
A
astrodynamics-mcp

Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane targeting.

stdio
pip
No signalMay 27, 2026
F
fcop

FCoP 3.2.4 MCP server: 45 tools (tier:L1/L2/L3) for file-based multi-agent coordination.

stdio
pip
No signalMay 27, 2026
I
Iceberg MCP Server

MCP Server for Apache Iceberg

stdio
pip
No signalMay 27, 2026
S
Sublime Text MCP

MCP server for Sublime Text 4. Lets Claude Code read and control a running ST instance.

stdio
pip
No signalMay 27, 2026
Future Video Studio

Create and manage cinematic AI video renders through the Future Video Studio Agent API.

stdioHTTP
pip
No signalMay 27, 2026
M
mcp-plesk-dev-docs

An MCP server that indexes and retrieves Plesk documentation.

stdio
pip
No signalMay 27, 2026
T
tooluniverse

1000+ scientific tools for AI scientists: life science, reserach, literature, and more.

stdio
pip
No signalMay 26, 2026
R
research-hub

Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, verify briefs.

stdio
pip
No signalMay 26, 2026
K
KeyCloak MCP

MCP server for KeyCloak Admin REST API via Service Account

stdio
pip
No signalMay 26, 2026
P
pythia-oracle-mcp

Every smart contract deserves intelligence, not just data. On-chain indicators via Chainlink.

stdio
pip
No signalMay 26, 2026
V
Vox MCP

Multi-model AI gateway — 8 providers plus local models, no system prompt injection.

stdio
pip
No signalMay 26, 2026
S
Serena MCP: the IDE for your agent

A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

stdio
pip
No signalMay 26, 2026
L
Lucius MCP

MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.

stdio
mcpboci+1
RequiredMay 26, 2026
E
EdgarParser MCP

MCP stdio server for source-backed SEC EDGAR financial data from the hosted EdgarParser API.

stdio
pip
RequiredMay 26, 2026
C
clipacanvas

Render HTML, CSS, SVG, and Canvas animations to MP4 locally via Playwright/Chromium and FFmpeg.

stdio
pip
No signalMay 26, 2026
B
basic-memory

Local-first knowledge management with bi-directional LLM sync via Markdown files.

stdio
pip
No signalMay 26, 2026
Tap

Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zero-token replay.

stdio
npmpip
No signalMay 26, 2026
P
presence-mcp

Read-only MCP access to presence: living project model and outcome telemetry.

stdio
pip
No signalMay 26, 2026
Z
zoo-mcp

An MCP server that provides access to the Zoo API for various CAD operations and tools.

stdio
pip
RequiredMay 26, 2026
G
greenlake-service-catalog-mcp

HPE GreenLake service-catalog MCP Server

stdio
pip
No signalMay 26, 2026
G
greenlake-reporting-mcp

HPE GreenLake reporting MCP Server

stdio
pip
No signalMay 26, 2026
G
greenlake-subscriptions-mcp

HPE GreenLake subscriptions MCP Server

stdio
pip
No signalMay 26, 2026
G
greenlake-workspaces-mcp

HPE GreenLake workspaces MCP Server

stdio
pip
No signalMay 26, 2026
G
greenlake-users-mcp

HPE GreenLake users MCP Server

stdio
pip
No signalMay 26, 2026
G
greenlake-devices-mcp

HPE GreenLake devices MCP Server

stdio
pip
No signalMay 26, 2026
G
greenlake-audit-logs-mcp

HPE GreenLake audit-logs MCP Server

stdio
pip
No signalMay 26, 2026
A
Agenda Intelligence

Auditable strategic-risk memos for AI agents: sanctions, regulatory, geopolitics, trade.

stdio
pip
No signalMay 26, 2026
Showing 1-100 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.