MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25250
Scored
1416
Verified
16957
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32451
pillargtm
AI-native GTM OS for B2B SaaS — account health, pipeline, renewals, territories…
32452
Br0ski777
Base chain DeFi yields — Aerodrome, Moonwell, APY, TVL, risk scores. x402.
32453
MCP-Mirror
An MCP server that extracts clean, structured Markdown content from web page UR…
81
32454
legalfournier
spain-legal Claim
Spain immigration, residency, NIE/TIE, and tax MCP for agents from Legal Fourni…
32455
cuilabs
Search and discover 600+ ranked AI agents, bots, LLMs, MCP servers, and framewo…
32456
vfxprojoe
AI-powered media & entertainment intelligence — research, briefs, and market da…
N/A N/A
32457
mechatronic-solutions-llc
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
N/A N/A
32458
auralshin
Neleus MCP Claim
Enables interaction with Hyperliquid markets for technical analysis, order book…
32459
PakmanGames
yt-mcp Claim
Analyzes YouTube videos using Google's Gemini API, allowing users to get summar…
32460
AI-enthusiasts
Provides AI agents with a comprehensive web intelligence stack including crawli…
81
32461
calisweetleaf
A server that likely facilitates integration between GitHub Copilot and Visual …
N/A N/A 95
32462
magnusquest
Provides access to the Start.gg GraphQL API for querying tournament information…
32463
adbutler
AdButler Claim
Manage AdButler campaigns, zones, ad items, VAST, and reports from Claude, Chat…
32464
mdfifty50-boop
ZATCA, UAE CT, EU AI Act regulatory compliance for AI agents
N/A N/A
32465
ebenova
legal-docs Claim
32466
ifindv
Enables LLMs to communicate with hardware devices via serial ports. Provides to…
N/A N/A
32467
crunchtools
MCP Slack Claim
Secure read-only MCP server for Slack workspaces
N/A N/A
32468
woling-dev
Enables 70-90% LLM API cost reduction by compressing conversation history via l…
N/A N/A
32469
tradingale
Martingale Intelligence for AI trading agents. Provides proprietary scores and …
32470
drivly
Auto dev Claim
Automotive Data for AI Agents
32471
adspirer
Adspirer Claim
Run Google, Meta, and TikTok ads directly from ChatGPT and Claude. Create campa…
N/A N/A 95
32472
Br0ski777
Generate harmonious color palettes — complementary, analogous, triadic. x402 …
32473
kcaitech
A server based on Model Context Protocol that processes and parses design files…
N/A N/A 95
32474
ErnestaLabs
Provides AI agents with real-time web capabilities including live search result…
N/A N/A
32475
kontakt-qy0g
Semantic search across 375,000+ Nordic financial documents for AI agents. Cover…
32476
emergentphysicslab
WaveGuard Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
81
32477
vnikhilbuddhavarapu
This server enables interaction with Mattermost workspaces to manage channels, …
32478
lorenzocean
lims-s Claim
N/A N/A 95
32479
dtjohnson83
dot Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
N/A N/A
32480
KiritaniAyaka
test Claim
N/A N/A 95
32481
atlas-with-iris
Vouch Claim
Run Safe -> Run Fast -> Run Cheap Vouch- we are an advanced Ai Deterministic l…
N/A N/A
32482
slonnik
Exposes a single tool run_bash for executing arbitrary shell commands on a Rasp…
32483
tourscale-repos
Frappe MCP Claim
Read-only MCP server for TourScale ERPNext, enabling agents to query franchisee…
32484
mcp-server Claim
Healthcare data: drugs, providers, diagnoses, labs, vaccines, claims, and Medic…
N/A N/A 83
32485
McSheaD
MCP server for SendaMeal.com enabling AI assistants to search gift meal product…
32486
capyBearista
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
N/A N/A 75
32487
zhaohongyuziranerran
HumanizerMCP Claim
Detects and removes 24 types of AI writing patterns, offering dual-mode humaniz…
32488
@ssdeanx
ssd-ai Claim
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
N/A N/A 95
32489 N/A N/A 95
32490
miggie8888
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
81
32491
geraservicesuk
GeraWitness MCP (placeholder) — human-in-the-loop safety layer for AI agents. L…
N/A N/A
32492
FoggyStorm
Kratos-MCP Claim
A memory system for AI coding tools that stores and retrieves codebase context …
81
32493
evidai
Pay-per-call USDC payment proxy for AI agents. Issue scoped Pay Tokens with har…
32494
BalaGanaparthi
Enables employee information lookup, directory listing, payroll access, and tim…
32495
srotzin
Here's the description to paste into Glama when you submit: Hive Civilization …
32496
openephemeris
Open Ephemeris is a high-precision astrology API with an MCP server exposing 11…
32497
VijayarajParamasivam
yit-player Claim
Ai friendly CLI music player
N/A N/A
32498
COSAI-Labs
120+ developer utility tools for AI agents via Model Context Protocol
32499
daedalus
mcp-shodan Claim
MCP server exposing all Shodan API functionality
N/A N/A
32500
Kinzen-dev
LineWhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
Showing 32451–32500 of 33379 servers
« Prev 1 648 649 650 651 652 668 Next »