MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59451
alevizio
globestudio Claim
MCP server for GlobeStudio.
59452
xiaobenyang-com
An MCP server for obtaining the README content, metadata and search function of…
N/A N/A 95
59453
rowbradley
A minimal MCP server for creating and updating Google Docs from markdown.
N/A N/A
59454
rlhf-loop
thumbgate Claim
81
59455
pansapiens
An MCP server that provides tools for searching and fetching protein data from …
59456
Microtechusa
Enables interaction with the HaloPSA API for managing tickets, clients, assets,…
N/A N/A
59457
MillCityAI
A minimal reference implementation of an MCP server that responds with "Hello, …
81
59458
Baneado98
ci-sentinel Claim
Multi-CI security scanner with a live threat-intel feed of compromised CI compo…
59459
elfenlieds7
Enables AI assistants to generate photorealistic 3D scenes, indoor environments…
N/A N/A 95
59460
Elzehorn
MCP server for VkusVill grocery store, enabling product search, details retriev…
59461
pmboxbiz
mcp-ssh-live Claim
Interactive, streaming SSH tool for LLM agents that enables spawning long-runni…
N/A N/A
59462
Baneado98
IaC attack-path auditor: finds internet-to-crown-jewel chains in Terraform/CFN/…
59463
speakeasy-api
A lightweight, domain-agnostic hybrid search engine for markdown corpora, expos…
59464
jordan
metabase Claim
N/A N/A 95
59465
mguttmann
A production-grade MCP server that wraps the entire Action1 REST API, enabling …
59466
damankaur-dev
Openlaw MCP Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
59467
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools for…
N/A N/A 95
59468
jf-cmyk
Read-only Blocksize market-data discovery MCP package. Search instruments, insp…
59469
stevensu1977
MCP Example Claim
A demonstration MCP server that fetches web content and monitors system informa…
N/A N/A
59470
naster3
MCP server for reading, editing, and publishing Google Forms with the official …
N/A N/A
59471
Lea-Wormsser
Enables querying real-time weather data for Israeli cities through natural lang…
N/A N/A
59472 N/A N/A 95
59473
joestar817
Enables interaction with Legado Web API via MCP, allowing AI-assisted debugging…
59474
creatorcrawl
CreatorCrawl Claim
It is a social media MCP that allows the user to connect their agents to multip…
59475
JustVugg
cli-use Claim
Turn any MCP server into a CLI in one command.
N/A N/A
59476
sk1122
notion Claim
N/A N/A 95
59477
openl-tablets
Enables AI assistants to interact with OpenL Studio's business rules management…
59478
seanlok
tcg-mcp Claim
A Pokemon TCG MCP server that looks up graded cards, manages a local SQLite col…
N/A N/A
59479
CSOAI-ORG
personal-finance-ai-mcp MCP server by MEOK AI Labs
N/A N/A
59480
SaravananJaichandar
Temporal knowledge graph for codebases with constraint enforcement at the edit …
N/A N/A
59481
Playwright-os
Enables browser automation through Playwright using accessibility tree snapshot…
N/A N/A 95
59482
quizlar
Quizlar Claim
Quizlar is the learning MCP server. It turns whatever source the user brings — …
59483
sailingnaturali
Provides access to yacht-club outstation records including size limits, rafting…
59484
s.piree
hotelai Claim
N/A N/A 95
59485
adriapedralbes
Enables natural language interaction with Taiga project management tool to list…
59486
CRACKISH
mcp-creatio Claim
MCP server for Creatio CRM that enables AI assistants to read, create, update, …
59487
intlpullhq
intlpull Claim
AI-powered i18n platform with 50+ tools for translations, OTA releases, and mor…
N/A N/A 95
59488
andreimatveyeu
A Model Context Protocol (MCP) server that enables AI tools like chatbots to in…
81
59489
CSOAI-ORG
content-calendar-ai-mcp MCP server by MEOK AI Labs
N/A N/A
59490
AdonaiVera
Control FiftyOne computer vision datasets through AI assistants using 80+ opera…
N/A N/A 95
59491
thebrierfox
The Stall Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
59492
kyo504
krx-cli Claim
Enables AI agents to query real-time and historical Korean stock market data fr…
59493
ksteele
web-search Claim
N/A N/A 95
59494
jmagly
MCP-Hound Claim
Enables code search across indexed repositories using regex patterns, with pagi…
59495
Anirudhx7
suitecrm-mcp Claim
Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-en…
N/A N/A
59496
saveomargaya2015
voxpact Claim
MCP server exposing 10 tools for interacting with the Voxpact AI agent marketpl…
81
59497
AperionAI
Local guardrail proxy that blocks destructive MCP tool calls, rug pulls, and to…
N/A N/A
59498
reurinkkeano
serpent Claim
A metasearch backend MCP server that aggregates results from multiple search en…
81
59499
AlexanderChen5966
A multimedia downloading and conversion MCP server supporting YouTube, HLS stre…
N/A N/A
59500
ASHITA2005
Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
Showing 59451–59500 of 59573 servers