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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
R
random-number-mcp

Essential random number generation utilities from the Python standard library

stdio
pip
No signalMar 3, 2026
F
first-agentic-csa

FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.

stdio
pip
No signalMar 3, 2026
M
Memory OS AI

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

stdio
pip
No signalMar 3, 2026
C
cognos-session-memory

CognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.

stdio
pip
No signalMar 3, 2026
M
MCP OpenClaw Extensions

138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt

stdio
pip
No signalMar 3, 2026
T
token-compressor

Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.

stdio
pip
No signalMar 3, 2026
C
conductor-graph-mcp

Exposes a CognOS agent system as a machine-readable graph. Full system snapshot with one tool call.

stdio
pip
No signalMar 3, 2026
P
Paradex Trading

MCP server for Paradex perp trading. Market data, accounts, orders, positions, and vaults.

stdio
pip
No signalMar 3, 2026
C
Commune

Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search, and SMS.

stdio
pip
RequiredMar 3, 2026
L
locus

Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.

stdio
pip
No signalMar 3, 2026
M
MCP Google Search Console

Secure MCP server for Google Search Console analytics, sitemaps, and URL inspection

stdio
pip
No signalMar 3, 2026
S
sayou-opendart-mcp

An MCP server that provides OpenDart API

stdio
pip
RequiredMar 3, 2026
G
GuardianShield

AI security layer: code scanning, PII detection, prompt injection, secrets, CVEs

stdio
pip
No signalMar 3, 2026
S
sieve-mcp

AI startup due diligence — screen companies across 7 dimensions, get a Sieve Score.

stdio
pip
RequiredMar 3, 2026
T
tokennuke

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

stdio
pip
No signalMar 2, 2026
C
codemunch-pro

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

stdio
pip
No signalMar 2, 2026
T
tradememory-protocol

MCP memory for AI trading agents. Store trades, recall similar setups, track strategy performance.

stdio
pip
No signalMar 2, 2026
M
MCP Gemini

MCP server for Google Gemini AI - text, image, video, research, and more

stdio
pip
No signalMar 2, 2026
M
Machins Marketplace

Agent-to-agent marketplace with escrow-protected trades via MCP tools.

stdioHTTP
pip
No signalMar 2, 2026
G
greptimedb-mcp-server

Query and analyze GreptimeDB metrics, logs and traces via SQL, TQL and RANGE queries.

stdio
pip
No signalMar 2, 2026
P
ParaView MCP Server

Control ParaView through arbitrary Python code

stdio
pip
No signalMar 2, 2026
M
mcp-document-converter

Convert PDF, DOCX, HTML, Markdown, and Text for AI assistant context injection.

stdio
pip
No signalMar 2, 2026
O
opendirectories-business-data

Search 12M+ verified businesses across 10 countries via government registers.

stdioHTTP
pip
No signalMar 2, 2026
M
MCP Gitlab

Secure MCP server for GitLab projects, merge requests, issues, and pipelines

stdio
pip
No signalMar 2, 2026
M
MCP Workboard

Secure MCP server for WorkBoard OKR and strategy execution platform

stdio
pip
No signalMar 2, 2026
M
MCP Wordpress

Secure MCP server for WordPress content management

stdio
pip
No signalMar 2, 2026
M
MCP Request-tracker

Secure MCP server for Request Tracker (RT) ticket management

stdio
pip
No signalMar 2, 2026
M
MCP Cloudflare

Secure MCP server for Cloudflare DNS, Transform Rules, and Page Rules

stdio
pip
No signalMar 2, 2026
M
MCP Mediawiki

Secure MCP server for MediaWiki wikis — search, pages, categories, and more

stdio
pip
No signalMar 2, 2026
A
AiPayGent — Claude AI Tools

Claude-powered AI tools: research, write, code, analyze, translate, debate, pitch, score, and more.

stdioHTTP
pip
RequiredMar 2, 2026
U
Unreal Engine API Documentation

Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.

stdio
pip
No signalMar 2, 2026
Google Analytics 4

Manage GA4 properties, data streams, conversions, and run reports via Admin & Data APIs.

stdio
pip
No signalMar 1, 2026
D
decern

MCP server for Decern CRM — contacts, deals, pipelines, tasks, and approvals.

stdio
pip
RequiredMar 1, 2026
B
BoostedTravel

Flight search & booking for AI agents. 400+ airlines, $20-50 cheaper than OTAs.

stdioHTTP
npmpip
RequiredMar 1, 2026
B
Book Metadata

Search Google Books and Open Library for book metadata, covers, and publication info.

stdio
pip
No signalMar 1, 2026
K
koa-fhe

Confidential coprocessor — compute on encrypted data via FHE. Server never sees plaintext.

stdio
pip
No signalMar 1, 2026
M
Monarch Money

MCP server for Monarch Money — accounts, transactions, budgets, cashflow, investments, and more

stdio
mcpbpip
No signalMar 1, 2026
M
MCP Doctor

Check and improve the contract quality of any MCP server — for humans, agents, and platforms.

stdio
pip
No signalMar 1, 2026
M
mcp-server-xlwings

Excel automation via xlwings COM. DRM-protected files, live sessions, VBA macros. Windows only.

stdio
pip
No signalMar 1, 2026
D
DebtStack.ai

Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC filings

stdio
pip
No signalMar 1, 2026
S
Screaming Frog SEO Spider MCP Server

Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spider.

stdio
pip
No signalFeb 28, 2026
Y
Ybe Check

Ybe Check – security and compliance orchestrator for AI-generated repositories.

stdio
pip
No signalFeb 28, 2026
T
terminal-mcp

MCP server for interactive terminal sessions — SSH, REPLs, database CLIs, TUI apps

stdio
pip
No signalFeb 28, 2026
M
meta-prompt-mcp

MCP server providing official Google and Anthropic prompting guides for meta-prompt generation.

stdio
pip
No signalFeb 28, 2026
E
ESG MCP Servers

31 MCP tools for ESG data extraction, PDF processing, vector search, and EU regulation analysis.

stdio
pip
RequiredFeb 28, 2026
L
latex-mcp

Enable AI agents to compile TeX files with LaTeX inside a Docker container.

stdio
pip
No signalFeb 28, 2026
P
Proxy Doctor

Diagnose proxy misconfigurations that break AI coding tools (Cursor, VS Code, Windsurf)

stdio
pip
No signalFeb 28, 2026
M
memorymesh

Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool portable.

stdio
pip
No signalFeb 28, 2026
M
MidOS - MCP Community Library

Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via MCP

stdio
pip
No signalFeb 28, 2026
M
mycrab-mcp

Instant public HTTPS URLs for AI agents via Cloudflare Tunnels. x402 custom domains.

stdio
pip
No signalFeb 28, 2026
A
air-blackbox

EU AI Act compliance scanner for Python AI agents — scan, analyze, and remediate

stdio
pip
No signalFeb 27, 2026
E
EU Audit Trail

Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.

stdio
pip
No signalFeb 27, 2026
S
swarm-at

Settlement protocol for AI agent swarms — hash-chained ledger, trust, 48 blueprints, 18 tools

SSEstdio
pip
No signalFeb 27, 2026
I
idea-reality-mcp

Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.

stdio
pip
No signalFeb 27, 2026
P
podman-mcp-server

A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)

stdio
npmpip
No signalFeb 27, 2026
M
mcp-atlassian-extended

Extended MCP server for Jira and Confluence with custom fields and agile tools.

stdio
pip
RequiredFeb 27, 2026
M
mcp-coda

MCP server for Coda.io — docs, pages, tables, rows, formulas, and automations.

stdio
pip
RequiredFeb 27, 2026
T
Template MCP Server

Template MCP server example.

stdio
mcpbnpm+2
No signalFeb 27, 2026
F
filesift

Local file search for AI agents — semantic + keyword indexing over your codebase.

stdio
pip
No signalFeb 26, 2026
S
SpecLeft

Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.

stdio
pip
No signalFeb 26, 2026
U
Unity API Documentation

Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.

stdio
pip
No signalFeb 26, 2026
E
esrp-oss-mcp-test

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

stdioHTTP
mcpbnpm+3
No signalFeb 26, 2026
C
CICADA

Code intelligence MCP server for 17+ programming languages.

stdio
pip
No signalFeb 26, 2026
C
compliance-trestle-mcp

An MCP server that provides tools to author OSCAL security compliance documentation

stdio
pip
No signalFeb 26, 2026
T
TeamMemory

Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.

stdio
pip
RequiredFeb 26, 2026
J
japan-data-mcp

日本の公的データ(統計・法人・不動産)にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3API統合。全国約1,700市区町村対応。

stdio
pip
RequiredFeb 26, 2026
P
PageMap

Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Firecrawl, 84.7% accuracy

stdio
ocipip
No signalFeb 26, 2026
M
mcp-orchestrator

Aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading.

stdioHTTP
pip
No signalFeb 26, 2026
M
mcp-gateway

Aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading.

stdio
pip
No signalFeb 25, 2026
R
refcheck

Verify academic citations against real databases. Catches hallucinated references, exports BibTeX.

stdio
pip
No signalFeb 25, 2026
MCP Advisor

Browse, search, and discover MCP servers from your AI assistant

stdio
pip
No signalFeb 25, 2026
S
Sprout MCP

Model-tiered content pipeline — cheap models seed, expensive models verify

stdio
pip
No signalFeb 25, 2026
B
Bitbucket MCP Server

MCP server for Bitbucket API - manage repositories, pull requests, comments, pipelines and more

stdio
pip
No signalFeb 25, 2026
S
Stobo SEO & AEO Audit

AI-powered SEO and AEO audit for websites

stdio
pip
No signalFeb 25, 2026
Domain Check

Check domain availability across 500+ TLDs. Single and bulk checks with UI.

stdio
pip
No signalFeb 25, 2026
H
HeyLead — Autonomous LinkedIn SDR

Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign management.

stdioHTTP
pip
No signalFeb 25, 2026
R
Recite MCP

Local MCP server for Recite receipt processing with ledger and memory tools.

stdio
pip
RequiredFeb 25, 2026
M
mcp-yolo

An MCP server providing zero-shot object detection and segmentation using Ultralytics YOLOE.

stdio
pip
No signalFeb 25, 2026
Exploit Intelligence Platform — CVE, Vulnerability and Exploit Database

Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+ CVEs, 115K+ PoCs)

stdioHTTP
pip
No signalFeb 24, 2026
M
mcp-watchdog

MCP security proxy - detects and blocks 40+ MCP attack classes. Zero config.

stdio
pip
No signalFeb 24, 2026
M
MCP-Bastion

Security middleware for MCP. Blocks prompt injection, PII leakage, and resource exhaustion.

stdio
npmpip
No signalFeb 24, 2026
F
fiverr-mcp-server

Search Fiverr gigs, sellers, pricing, and reviews. No API key required.

stdio
pip
No signalFeb 24, 2026
S
Srclight

Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.

stdio
pip
No signalFeb 23, 2026
M
MidOS - MCP Community Library

Curated knowledge API for AI agents - skill packs, semantic search, validated patterns.

stdioHTTP
pip
No signalFeb 23, 2026
W
w8s-astro-mcp

Astrological MCP server: natal charts, transits, aspects, composite & Davison charts, SQLite backed.

stdio
pip
No signalFeb 23, 2026
C
ClaudeR - RStudio MCP Server

Connect RStudio to AI assistants for interactive R coding and data analysis.

stdio
pip
No signalFeb 23, 2026
L
lenspr

Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.

stdio
pip
No signalFeb 23, 2026
W
Word MCP Live

Live Microsoft Word editing via MCP — tracked changes, undo, comments, 40+ tools

stdio
pip
No signalFeb 23, 2026
O
omni-nli

An MCP server for natural language inference

HTTP
pip
No signalFeb 23, 2026
T
time-mcp-server

MCP server for timezone conversions and time queries with support for IANA timezones

stdio
pip
No signalFeb 23, 2026
U
UIAutomator2 MCP Server

Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPath testing, RPA.

stdio
pip
No signalFeb 23, 2026
G
GhostQA

AI personas navigate your web app in real browsers, find bugs and UX issues. No scripts needed.

stdio
pip
RequiredFeb 23, 2026
C
CLIO Slurm

MCP server for Slurm workload management and HPC job scheduling

stdio
pip
No signalFeb 23, 2026
C
CLIO Plot

MCP server for advanced data visualization and plotting operations

stdio
pip
No signalFeb 23, 2026
C
CLIO Parquet

MCP server for Apache Parquet files

stdio
pip
No signalFeb 23, 2026
C
CLIO Paraview

MCP server for ParaView scientific visualization

stdio
pip
No signalFeb 23, 2026
C
CLIO Parallel Sort

Parallel Sort MCP - High-Performance Log File Processing for LLMs with advanced sorting and analysis

stdio
pip
No signalFeb 23, 2026
C
CLIO Pandas

Pandas MCP - Advanced Data Analysis for LLMs with comprehensive pandas operations

stdio
pip
No signalFeb 23, 2026
C
CLIO Node Hardware

Node Hardware MCP - Comprehensive Hardware Monitoring and System Analysis for LLMs with...

stdio
pip
No signalFeb 23, 2026
C
CLIO Ndp

National Data Platform (NDP) MCP server for searching and discovering datasets across multiple...

stdio
pip
No signalFeb 23, 2026
Showing 1,301-1,400 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.