MCP Server Quality Scores

Independent quality analysis of 35110 public MCP servers

35110
Discovered
28939
Scored
2089
Verified
16951
Complete

Last updated 2 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34401
josemvelez
Essential European data validation and formatting tools for AI agents. Validate…
81
34402
flowboard
flow2 Claim
Design mobile-first presentations — create, edit, preview, and publish from you…
34403 N/A N/A 95
34404
neupaneprashant
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
81
34405
NivaucchuRabuessa
Find every adverb in your text to tighten prose and enforce style guides. Highl…
N/A N/A 95
34406
dimitrilaouanis
onyx-mcp Claim
81
34407
BadRooBot
my_test Claim
Get current weather for any city and create images from your prompts. Streamlin…
N/A N/A 95
34408
nicolasramos
odoo-mcp Claim 2
MCP server for Odoo 18 with 38 business tools
N/A N/A 83
34409
joshuarileydev
Supabase MCP Server for managing and creating projects and organisations in Sup…
N/A N/A 95
34410 N/A N/A 95
34411
aixsignal
Hello Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
N/A N/A 95
34412
vinaybist
Enables security analysis of Kubernetes Role configurations using LLM-assisted …
81
34413
Quegenx
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
N/A N/A 95
34414
bollam1818
A demonstration MCP server that provides calculator tools for arithmetic operat…
N/A N/A 95
34415
rogiervdbrnk
Dutch real estate data with KRK Makelaars report generation.
N/A N/A 95
34416
jakobwennberg
fortnox Claim 1
MCP server for Fortnox Swedish accounting API integration
N/A N/A 75
34417
nickthelegend
HTML to PDF Claim
Convert HTML and webpages into polished PDFs in seconds. Create invoices, repor…
N/A N/A 95
34418
ARTEMKOPIK
chatgpt Claim
N/A N/A 95
34419
UniProt MCP Claim 1
Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…
N/A N/A 81
34420
ciellosinc
PartnerCore Claim
Enables AI assistants to perform Business Central AL development tasks includin…
81
34421
jinpyo.yi
ask_her Claim
N/A N/A 95
34422
brnndnn
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
N/A N/A 95
34423
cloudflare
Workers build management. Get insights and manage your Cloudflare Workers Build…
81
34424
h-ping
tdhc Claim
N/A N/A 95
34425 N/A N/A 95
34426
drewbloom
Enables users to search and fetch NetDocuments files through OAuth authenticati…
81
34427
PierrunoYT
Enables high-quality text-to-image generation and image editing using FAL AI's …
81
34428
CSOAI-ORG
encoder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
34429
OjasKord
AI triage for quantum computing POC proposals. Screens before budget is allocat…
34430
zb2947244682
Enables AI to create, edit, and batch generate JSON data with advanced rule eng…
81
34431
NZKea
akahu-mcp Claim
An MCP server that exposes Akahu (New Zealand open-banking) data to LLM agents,…
N/A N/A
34432
duvoai
Enables autonomous desktop automation by delegating tasks to vision-based agent…
34433
STAPROcz
Speed up writing unit tests for FONS Enterprise. Search trusted docs and code e…
N/A N/A 95
34434
zapperedge-prabhu
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
N/A N/A 95
34435
camcarre
hevymcp2 Claim
N/A N/A 95
34436
lirad
A Shopify-focused MCP server that enables AI agents to manage store operations …
81
34437
apatilgtn
Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps,…
N/A N/A
34438
asciimoo
hister Claim
Your own search engine
N/A N/A
34439
lovishdhillon21-design
An MCP server that monitors 12 Australian SMB intelligence sources to analyze m…
81
34440
morebetterclaw
forge-swap Claim
FORGE Swap — cross-chain swaps via THORChain. Quote and execute BTC, ETH, RUNE,…
N/A N/A 90
34441
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
N/A N/A 95
34442
neovasky
A GitHub integration for Claude Desktop that provides access to GitHub features…
81
34443 N/A N/A 95
34444
ubn-dev
Provide precise and efficient calculation capabilities to your agents. Enable s…
N/A N/A 95
34445
MCP-Mirror
Enables image generation using Google's Gemini 2 API with customizable paramete…
81
34446
kupl
mcp-ex Claim
N/A N/A 95
34447
zoro
Zoro Claim
Nag MCP powers reminder scheduling that actually sends email (and supports webh…
81
34448
niusulong
Enables AI assistants to interact with physical serial port devices across plat…
N/A N/A 95
34449
ClaudioGodoyB
server Claim
Family calendar, tasks, meals, lists & rewards hub for AI assistants.
N/A N/A 83
34450
akashrajpurohit
catchintent Claim
N/A N/A 95
Showing 34401–34450 of 35110 servers
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