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
34051
rschiefer
Enables AI agents to authenticate with websites using a real Chromium browser w…
N/A N/A 95
34052
3viky
Provides domain registration pricing from Joker.com and generates affiliate pur…
81
34053
itsocialist
Enables interaction with Canny.io customer feedback platform through natural la…
81
34054
dougdotcon
QuantMCP Claim 1
A Model Context Protocol server that integrates with Amazon Braket, allowing AI…
81
34055
imleokkkk
mcp-test2 Claim
Compute products instantly and accurately. Reduce manual calculations and error…
N/A N/A 95
34056
olscode
GIM-MCP Claim
An educational interaction management system that uses MCP and Ollama to create…
N/A N/A 95
34057
adzuna
A Model Context Protocol (MCP) server that provides AI assistants with access t…
N/A N/A 95
34058
ghostljj
qingxi Claim
N/A N/A 95
34059
lynxx007
test Claim
N/A N/A 95
34060
liuyixin-louis
Anki MCP Claim
Enables AI assistants like Claude to interact with Anki flashcard decks through…
N/A N/A 95
34061
forgefx
forgebot-mcp Claim
forgebot info server
N/A N/A 95
34062
n-backman
A self-hosted MCP server that wraps the official Todoist AI package to provide …
81
34063
Eureka-Labo
Enables task management and automated development tracking for Eureka Labo proj…
81
34064
jonthemediocre
An enterprise-grade Model Context Protocol server that consolidates multiple ap…
81
34065
KaranThink41
Enable seamless integration of Workday data and services with language models t…
N/A N/A 95
34066
NivaucchuRabuessa
A minimal Model Context Protocol server template demonstrating basic implementa…
81
34067
mbrown1837
Enables comprehensive WordPress and Elementor management through 60 powerful to…
81
34068
pendialek
Server that connects MCP (Multi-Capability Platform) with OpenHAB REST API, all…
N/A N/A 95
34069
@dankniight
api-football Claim
N/A N/A 95
34070
zueai
A lightweight MCP server that interacts with the Neon REST API, deployable on C…
81
34071
emergentphysicslab
WaveGuard Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
81
34072
nfshanq
MCP Invoice Claim
A Python MCP server for invoice and receipt processing that uses OCR technology…
N/A N/A 95
34073 N/A N/A 95
34074
ebenova
fieldops Claim
N/A N/A 95
34075
pdrago97
lueders Claim
N/A N/A 95
34076
thiagozf
test Claim
N/A N/A 95
34077
melihguven98
Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manag…
81
34078
ValentinOtt
uudb Claim
N/A N/A 95
34079
NOTTIBOY137
PoC: Open Registry supply chain — unvetted server listing (security research)
N/A N/A 95
34080
axel-belfort
Hyperliquid vault analytics API for AI agents. Performance data for all Hyperli…
N/A N/A 95
34081
narumiruna
coindesk-mcp Claim
The MCP server that can read recent news from Coindesk.
81
34082
cloudflare
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
81
34083
monte-carlo
Monte Carlo Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
81
34084
thanksio
Send letters, postcards, notecards, and gift cards via postal mail.
N/A N/A 95
34085
CSOAI-ORG
dataprivacy-ai-mcp MCP server by MEOK AI Labs
N/A N/A
34086
Bankee-ai
Live financial data MCP: FX, crypto, stocks, news, URL reader. x402 on Base: $0…
34087
jesec
retell Claim
N/A N/A 95
34088
Hyeongseob91
TEST Server Claim
Provide a test implementation of an MCP server to validate MCP client interacti…
N/A N/A 95
34089
axel-belfort
Markdown rendering API for AI agents. Convert Markdown to fully styled HTML wit…
81
34090
benswork-space
priceof Claim
Verified pricing data for 50+ SaaS products. Query, compare, and calculate team…
N/A N/A 95
34091
xiaobenyang-com
chuck-norris Claim
Boost your model’s performance with tailored optimization prompts and strategic…
N/A N/A 95
34092
xiaobenyang-com
context7-mcp Claim
Find the right library and instantly fetch current documentation for it. Get co…
N/A N/A 95
34093
axel-belfort
Cryptographic hash generation API for AI agents. Generate MD5, SHA1, SHA256, SH…
N/A N/A 95
34094 N/A N/A 95
34095
iremaltunay55
Provide accurate and up-to-date weather information including current condition…
N/A N/A 95
34096 N/A N/A 95
34097
AdityaRapid
Manage Strapi content and media from one place. Browse content types and compon…
N/A N/A 95
34098
blueskylineassets
Agent observability: structured logging, cost tracking, and compliance audit tr…
N/A N/A 83
34099
arjunkmrm
Retrieves current weather information for any location using the OpenWeatherMap…
N/A N/A 95
34100
pzfreo
MCP server for Python build123d to help AIs develop and reason about 3D models …
N/A N/A
Showing 34051–34100 of 35110 servers
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