MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25427
Scored
1446
Verified
16957
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32301
aequitas-labs
matcha money Claim
Develop your ritual for financial wellness. Connect your accounts, automate yo…
81
32302
gepappas98
mcprice Claim
finance crypto
81
32303
marttinm
MCP server allowing LLMs to execute commands on Windows terminals, including lo…
N/A N/A
32304
chipsan
prueba1 Claim
N/A N/A 95
32305
godson
godson_1232 Claim
N/A N/A 95
32306
easternwise98
Parses Excel/PDF construction calculations and retrieves Korean construction st…
32307
lxyd-ai
Enables downloading watermark-free videos from Douyin (TikTok China) share link…
32308
bahdotsh
indxr Claim
A fast codebase indexer and knowledge wiki for AI agents.
N/A N/A
32309
meltingpixelsai
drainbrain Claim
AI-powered Solana token rug pull detection with ML ensemble scoring and honeypo…
N/A N/A 83
32310
Atlaskos
workprotocol Claim
Agent work marketplace — browse jobs, claim work, deliver results, get paid in …
32311
anomalyarmor-uib0
AnomalyArmor Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
32312
douglaslinsmeyer
PensionPro Claim
MCP server for the PensionPro pension administration REST API.
N/A N/A
32313
mizukaizen
nightglass Claim
Screenshot API for MCP clients. Capture any URL as PNG with mockup mode support.
N/A N/A
32314
vk0dev
Local-first Claude Code cost analyzer. Per-tool spend, daily trends, optimizati…
N/A N/A
32315
quadratik-ai
Quadratik Claim
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and …
32316
vdineshk
Regulatory intelligence for AI agents across jurisdictions
32317
aserper
Provides full access to the Etsy Open API v3 for both buyer browsing and seller…
32318
jsoares
baselight Claim
N/A N/A 95
32319
pipeworx-io
Klaviyo Claim
Klaviyo MCP Pack — wraps the Klaviyo API for email marketing
32320
aviman1109
An autonomous MCP server that polls Garmin LiveTrack data during races, stores …
32321
kyj2294
Integrates 6 Korean public procurement APIs to search, analyze, and manage proc…
N/A N/A
32322
OjasKord
Validate EU, UK, AU VAT numbers for AI agents. EU ViDA e-invoicing compliance.
32323
ip2location
Official IP2Location.io MCP server to obtain the geolocation, proxy and network…
81
32324
eren-solutions
Report Needs Claim 1
MCP server for AI agents to report infrastructure needs. Vote, comment, and tra…
81
32325 N/A N/A
32326
QuentinCody
Provides access to NCBI's scientific databases including E-utilities, PubChem, …
81
32327
itsocialist
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …
N/A N/A 95
32328
SHAYOUWORLD
houan-mcp Claim
MCP server for searching Japanese Diet bills and committee Q\&A records via the…
32329
shigechika
MCP Stdio Claim
Stdio-to-HTTP gateway — connects MCP clients to remote HTTP MCP servers
N/A N/A
32330
akkilesh-a
A self-hosted Model Context Protocol server for Microsoft To Do. The key proble…
32331
finna.aleksandrovna
testap123 Claim
N/A N/A 95
32332
apiccelli
Integrates Brewteco APIs with AI assistants, enabling natural language queries …
N/A N/A 95
32333
ubn-dev
Provide precise and efficient calculation capabilities to your agents. Enable s…
N/A N/A 95
32334
svensxl
weather Claim 1
An MCP server for weather information.
N/A N/A 95
32335
marian-kamenistak
Browse and buy ELC Conference 2026 engineering leadership tickets in Prague via…
32336 N/A N/A
32337
tatsuju
Taiwan's first public MCP server for National Health Insurance (NHI) data — 234…
32338
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
32339
vijaypss
weather-mcp Claim
Provides current weather data for a given city using Open-Meteo (free, no API k…
32340
gatordevin
Provides AI agents with 220+ tools for building websites, sending email, managi…
N/A N/A
32341
haymon-ai
database Claim
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
N/A N/A 95
32342
govbase
Govbase Claim
Govbase provides U.S. federal policy data — search bills, executive orders, loo…
32343
Adityaaery20
media-mcp Claim
Local image and video processing MCP server with 13 tools for resize, convert, …
N/A N/A
32344
derrikjb
Integrates with the Obsidian Local REST API to enable reading, creating, editin…
N/A N/A 95
32345
christophertmonk
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
81
32346
hello-3ubk
Extract specified key-values and all recognizable structured data from .pdf usi…
32347
singhhkunttall
trae123 Claim
N/A N/A 95
32348
asoc-trust
Provides agent certification and trust verification tools for AI agents, enabli…
81
32349
spshkar84
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
N/A N/A
32350
InfoseekAI
Search Google, Skyscanner, Skiplagged, Booking.com in real time. Get your API k…
Showing 32301–32350 of 33379 servers
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