MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
26998
Scored
1665
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30901
MCP-Mirror
An MCP server that enables LLMs to interact with Ashby's Applicant Tracking Sys…
81
30902
33jrdd
Enables AI assistants to interact with running Roblox game instances by inspect…
N/A N/A 95
30903
dharun-rd
weather Claim 1
An MCP server for weather information.
N/A N/A 95
30904
kooetimu1999
fdd Claim
N/A N/A 95
30905
nima
axint Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
81
30906
FGC-Shreyansh-Chachaundiya
CodeSherlock Claim
AI-powered static and contextual code analysis MCP server
N/A N/A 95
30907
aitorgarcia21
ifg-tax Claim
International tax research — 213 jurisdictions, 500K+ legal documents.
N/A N/A 83
30908
TXRISK
txrisk Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
81
30909
simonfraserduncan
Echo Server Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
N/A N/A 95
30910
yakumo123118
mumuai Claim
N/A N/A 95
30911
ragalgo
ragalgo-mcp Claim
Deliver scored market context for Korean stocks and crypto to drive confident d…
N/A N/A 95
30912
xiaobenyang-com
chess Claim
Visualize chess positions instantly from FEN. Copy readable text-based boards i…
N/A N/A 95
30913
Security scanning and trust verification for AI agent tools.
N/A N/A 81
30914
russelenriquez-agile
Enables discovery, querying, and exporting of Tableau Cloud dashboards and data…
81
30915
alainsvrd
BorealHost Claim
Agent-native web hosting — deploy sites, manage DNS, register domains, scale in…
30916
CSE MCP Claim 2
MCP server for Colombo Stock Exchange data
N/A N/A 81
30917
tecnologicachile
Enables AI-driven management of osTicket helpdesks through natural language, al…
81
30918
pace8
Test Claim
Test
N/A N/A 95
30919
NOVA-3951
Supermemory Claim
A recreation of the Supermemory MCP with all features of the Supermemory API
N/A N/A 95
30920
Jana-Earth-Data
Provides natural language access to environmental data including air quality me…
81
30921
xiaobenyang-com
Extract and analyze images from files, links, and embedded images to understand…
N/A N/A 95
30922
PurpleSquirrelMedia
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
81
30923
pbteja1998
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
N/A N/A 95
30924
opspawn
bazaar-mcp Claim
x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code…
N/A N/A 83
30925
esteban.job
test Claim
N/A N/A 95
30926 N/A N/A 95
30927
relaycast
Relay Claim
Facilitate seamless communication between disparate systems or services. Enable…
81
30928
AIFAIS
Headless document processing for AI agents. Invoice extraction, contract analys…
N/A N/A 95
30929
MarceauSolutions
upwork Claim 1
MCP server for Upwork job discovery, client analysis, and proposal assistance
N/A N/A 83
30930
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
81
30931
RonsDad
Enable AI-powered web browser automation with natural language commands. Contro…
N/A N/A 95
30932
s-palmer
Enables interaction with Gmail through OAuth 2.0 authentication, allowing users…
81
30933
donghunee
Hello Claim
Create quick, personalized greetings by name. Test workflows and integrations w…
N/A N/A 95
30934
Odyssey365App
mcp-server Claim
Odyssey 앱의 할일·메모·프로젝트·타임라인을 MCP 클라이언트에서 관리
N/A N/A 83
30935
xiaobenyang-com
fund-mcp Claim
Search stock information, list knowledge base entries, and echo messages for qu…
N/A N/A 95
30936 N/A N/A 95
30937
MariaDB
mcp-kp Claim
N/A N/A 95
30938
madeonsol
Real-time Solana KOL trading intelligence and deployer analytics via x402 micr…
81
30939
stanley17112000-1yps
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
81
30940
j0hanz
superfetch Claim
Intelligent web content fetcher MCP server that converts HTML to clean, AI-read…
N/A N/A 95
30941
fauguste
MCP Server for BoondManager API - 158 tools across 36 domains for ERP/CRM data
N/A N/A 81
30942
lustre Claim 1
Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light…
N/A N/A 81
30943 N/A N/A 95
30944
wolfe-jam
wolfe-jam Claim
One IANA-registered format. 3 MCP servers. Pick your lane. …
N/A N/A 95
30945
HJH0924
A simple notes system that allows creating, storing, and accessing text notes t…
N/A N/A 95
30946
softvoyagers
PDFSpark MCP Claim
Convert HTML or URLs to PDF documents powered by Playwright
N/A N/A 95
30947
apple-techie
A middleware service that allows LLMs and AI assistants to directly interact wi…
81
30948
guleki
Geolocate Me Claim
# Geolocate Me **Give any AI assistant real-time access to your phone's GPS.**…
81
30949
Adam-Camp-King
Enables AI-first DevOps management of multi-tenant Solid SaaS platforms through…
N/A N/A 95
30950
jessicayanwang
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
N/A N/A 95
Showing 30901–30950 of 33537 servers
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