MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55701
AndriiOzemko
A server for managing notes with full CRUD operations, tagging, and search, com…
N/A N/A 95
55702
fastmcp-me
Provides a Python-based interface to the Perplexity API for querying responses,…
55703
sambt94
An MCP server that gives Claude direct access to your reMarkable tablet's noteb…
N/A N/A
55704
gps-prasad
Enables AI assistants to manage Okta users, groups, applications, policies, and…
55705
Tarotoo-com
All 78 tarot card meanings (Rider-Waite-Smith): lookup, search, yes/no answers,…
N/A N/A
55706
Shin-Kyeongsik
A minimal MCP server that provides a single 'hello' tool returning a greeting m…
55707
linkrobins
Provides MCP-compatible AI clients with full access to a Flarum forum's API, en…
55708
fortunto2
solograph Claim
Code intelligence MCP server for Claude Code providing multi-project code graph…
N/A N/A
55709
Jacques-Murray
An MCP server that connects LLM agents to a WooCommerce store via its REST API,…
55710
Jemplayer82
Switchboard Claim
Self-hosted MCP message bus: agents DM each other, broadcast to channels, and t…
N/A N/A
55711
CSOAI-ORG
agriculture-robotics-mcp MCP server by MEOK AI Labs
N/A N/A
55712
Jeomon
macOS-MCP Claim
MCP server for macOS desktop automation via the Accessibility API.
N/A N/A
55713
brgmry
A local MCP server for managing CustomerOS tickets, accounts, team members, and…
N/A N/A
55714
mekanics
mcp-bring Claim
Enables AI assistants to read and manage your Bring! shopping lists through nat…
N/A N/A
55715
mollyvita
MCP server that connects AI assistants to T-Bank Education, enabling access to …
55716
kinzen
linewhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
81
55717
jashwanth0712
An MCP server that gives Claude Code and Cursor the ability to generate and edi…
55718
vigil
cyberscanner Claim
N/A N/A 95
55719
parajuliminiyan
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
N/A N/A
55720
grinnellian
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
N/A N/A
55721
openclaw-ai
MoltBook Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
81
55722
ramarivera
PAL MCP Claim
A Model Context Protocol server that connects multiple AI models into a single …
55723
m3talux
superbrain Claim
Session memory for Claude Code. Auto-captures every session into a plain Obsidi…
N/A N/A
55724
vkolotov
In-memory MCP server for cooperative collaboration between separate agents, ena…
55725
SundeepSuddala
mdify Claim
Automatically converts PDF, DOCX, XLSX, and CSV files to clean markdown when re…
N/A N/A
55726
fluxgit-hq
Safety-first Git MCP server: 22 read-only tools designed for agent context budg…
N/A N/A
55727
ColinHughes2121
omnicall-mcp Claim
Keyless, pay-per-call AI gateway: 248 LLMs plus image/video/voice/music generat…
55728
bondedpath
The BondedPath MCP Server allows AI assistants to instantly search and discover…
81
55729
pipeworx-io
mcp-tomtom Claim
Enables AI agents to query TomTom Search and Routing APIs, including geocoding,…
55730
Minidoracat
Establishes feedback-oriented development workflows with Web UI and desktop app…
55731
ArjunDivecha
ibkr-mcp-server Claim 1
MCP server for Interactive Brokers API integration, enabling account management…
N/A N/A 95
55732
pineapple-farm
Track download history for 70,000+ agent skills. Search and get daily snapshots.
55733
NellInc
Read-only tools over the Psychopathia Machinalis nosology: 79 conditions, 11 to…
55734
SolvoHQ
openunfurl Claim
Zero-signup anonymous link-unfurl API. One GET returns clean JSON metadata for …
55735
rodrigopg
MCP server to search and retrieve public ads from OLX Brasil and Mercado Livre …
81
55736
contacto291
AI agent platform: manage leads, conversations, bots, calendar and CRM via MCP.
55737
junter1989k-ai
United Kingdom payments for AI agents — Stripe checkout via Stripe. Never holds…
55738
engrtipusultan
An MCP server that dynamically registers prompt templates from local files and …
N/A N/A
55739
nvrunx
A Model Context Protocol (MCP) server for ScrapingDog API that provides compreh…
55740
SherryLi-vc
Enables AI agents to manage hierarchical memory with Markdown-based storage, ti…
55741
YuzuKyouma
ponzu Claim
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI age…
N/A N/A 75
55742
EricSpencer00
instxnt Claim
Create instxnt.xyz storefronts through Claude: add products, connect Stripe, go…
83
55743
LevelFourAI
Cloud cost visibility and savings recommendations grounded in your actual AWS, …
55744
asyntheticai
Asynthetic Claim
An MCP server that gives AI coding agents verified migration maps: exactly what…
55745
babyblueviper1
Capital-scale-aware /review (Sentinel mode) + sandbox + inference for agent fle…
55746
parlay-run
Parlay Claim
Remote MCP server for prediction markets — search and compare live odds across …
55747
CreateWorkerAI
MCP server for CreateWorker that lets you create and run tasks, manage knowledg…
55748
darkClaw921
MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on …
55749
DonutLabs-ai
An implementation that enables interaction with the Solana blockchain through t…
N/A N/A 95
55750
techgardeners
Structured habitat data and advisory tools for aquariums, marine tanks, terrari…
Showing 55701–55750 of 66495 servers