MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55801
gotalab
A novel game server supporting multi-branch visual novel scenarios in English a…
N/A N/A
55802
blockventurechaincapital-crypto
Non-custodial BVCC Agent Wallet on-chain for AI agents: balances, transfers, ap…
N/A N/A
55803
zfdx123
HTTP Inspector MCP Server enables sending arbitrary HTTP requests, viewing hist…
N/A N/A
55804
kiki830621
macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud…
N/A N/A 95
55805
Sakhir786
A production-grade MCP server that integrates Polygon.io market data with an 18…
55806
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
55807
sdtempo
Get personalized workout recommendations based on your menstrual cycle phase. A…
N/A N/A 95
55808
0xJRP
A starter kit for creating a read-only MCP server that lets AI assistants acces…
N/A N/A 95
55809
yusukebe
A TODO management MCP server using Cloudflare Workers and D1 database, enabling…
55810
Deeptanshuu
mydy-lms Claim
An MCP server for interacting with the MyDy (Moodle-based) LMS, enabling attend…
55811
1999AZZAR
the-designer Claim
Enables generating UI design rules, fetching color palettes, and retrieving bra…
55812
yt010108
This MCP server helps users prepare for Korean public institution jobs by integ…
55813
chad-atexpedient
Enables deploying, managing, and monitoring OpenWebUI instances on the Railway …
N/A N/A
55814
junter1989k-ai
Thailand payments for AI agents — PromptPay QR, cards, TrueMoney via Opn (Omise…
55815
dotts-h
twiceshy Claim
Experience memory for coding agents: validated traps, fixes and dead-ends at de…
55816
luca3
EVM Copilot Claim
Competitive intelligence for the EVM ecosystem. Search 18,000+ projects, 1,500+…
81
55817
drewrukin
dtrack-mcp Claim
MCP server that connects Claude to Dependency-Track for natural language vulner…
55818
john-walkoe
A high-performance MCP server for the USPTO Patent File Wrapper API with contex…
N/A N/A
55819
legalithm
Legalithm Claim
EU AI Act compliance in your editor.Classify risk, cite obligations, draft Arti…
N/A N/A
55820
luizrodrigues034
mcp-sing Claim
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen…
N/A N/A
55821
brnbtech770
Trust verification for AI agents: identities, domains, phishing, contacts, Trus…
55822
CSOAI-ORG
EU Mobility Package compliance — EU 561/2006 drivers' hours, 4-week return-to-b…
N/A N/A
55823
MaitreyaM
Enables document conversion between various formats (Markdown, DOCX, HTML, PDF,…
55824
benhaotang
Enables LLMs to manage MCP server configurations, including listing, enabling, …
N/A N/A
55825
yaacov
cli2mcp Claim
Enables AI assistants to call any CLI tool by scanning its help output and serv…
N/A N/A
55826
aalises
Enables discovering, describing, and querying public datasets from Catalunya, i…
55827
Scottnine
filamental Claim
Read/write access to your Filamental knowledge graph vault. 12 tools. Local-fir…
N/A N/A
55828
difeorte
Auto-generates MCP tools for all Amazon DataZone API operations, enabling natur…
55829
AmardeepLakkuntla
Enables note management (create, read, update, delete) with a policy engine for…
N/A N/A
55830
david-choi-querypie
david-mcp6 Claim
N/A N/A 95
55831
wyre-technology
An MCP server for the Salesbuildr platform, providing tools to manage quotes, p…
55832 81
55833
Advocate-Cloud-Solutions
filevine-mcp Claim
MCP server for Filevine matter management - by Advocate Cloud Solutions.
N/A N/A
55834
xiaobenyang-com
Speed up AntV projects by guiding you to the right library and shaping clear st…
N/A N/A 95
55835
ypolosov
Self-hosted MCP server for Claude Code that implements PageIndex vectorless RAG…
N/A N/A
55836
gabcoyne
An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
N/A N/A
55837
anass319
Enables interaction with Shopify store data via the GraphQL Admin API for manag…
81
55838
cyanheads
WA highway conditions, ferry schedules, vessel locations, toll rates, and borde…
55839
GribStream
NOAA and ECMWF weather forecast MCP for discovery, validation, and GribStream O…
55840
clousai
Provides access to SEC/EDGAR filings data through the Clous API, enabling searc…
55841
ConechoAI
A high-performance WebSocket/SSE transport layer and gateway for Anthropic's MC…
55842
withsivram
Enables reading and searching handwritten notes from GoodNotes on macOS, provid…
N/A N/A
55843
cdsassj00
A personal memory MCP server that stores and retrieves conversation memories, e…
55844
chaandannn
nable Claim
Local-first FinOps copilot: ask AWS, Azure, GCP and SaaS cost questions in your…
N/A N/A
55845
uuina
Enables OCR processing of local files and public URLs using Mistral OCR. Provid…
N/A N/A
55846
miqui
yelp-mcp-min Claim
Minimal MCP server for the Yelp Fusion API v3, enabling business search, phone …
55847
edgeedgehq
denialbot Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
N/A N/A 95
55848
donjguido
Look up, search, cite, discuss, and track AI phenomenology terms
N/A N/A 95
55849 N/A N/A 95
55850
Ninjabeam20
sportiq-mcp Claim
MCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, …
N/A N/A
Showing 55801–55850 of 66495 servers