MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30051 81
30052
josemvelez
Essential European data validation and formatting tools for AI agents. Validate…
81
30053
rivka414
Enables users to query real-time weather data for Israeli cities using natural …
N/A N/A
30054
pofky
Check app review status, read reviews, download sales reports from App Store Co…
N/A N/A 75
30055
multicam
mcp-server Claim
N/A N/A 95
30056
t3rmed
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
81
30057
DonMrMango
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
81
30058
maku-cpu
fonlar-mcp Claim
Provides access to Turkish investment fund data (TEFAS) via Claude, enabling qu…
N/A N/A
30059
MCP-Mirror
Fetches precipitation forecasts for any location using Buienradar, providing re…
N/A N/A 95
30060
wowstorelive
AI fashion shopping — search 2,200+ EU products, Lucy AI stylist, carts & disco…
N/A N/A 95
30061
russellbrenner
Enables local indexing and semantic search of PDF documents (like AGLC4 style g…
N/A N/A 95
30062
eliu243
Connect your Oura Ring account for secure access to your data. Generate an auth…
N/A N/A 95
30063
dheedrichard
Enables image generation, editing, and blending using Gemini 2.5 Flash capabili…
81
30064
verbart
tradernet Claim
N/A N/A 95
30065
devassistantai
Manage GitHub Projects V2 efficiently by interacting with the GitHub Projects A…
N/A N/A 95
30066
hiroata
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents a…
81
30067
orcar-studio
Expose Fascia-deployed Tools and Entity schemas to AI agents via MCP
N/A N/A 83
30068
mattattacks
A calorie tracking MCP server that processes food photos and text descriptions …
81
30069
szhygulin
Self-custodial crypto portfolio: read EVM DeFi, sign on Ledger via WalletConnec…
N/A N/A 67
30070
samscarrow
oracle Claim
Connect to Oracle databases via MCP, providing secure read-only access with sup…
86
30071
artofthepossible
This server provides guidance and recommendations based on AWS's Well-Architect…
N/A N/A 95
30072 N/A N/A 95
30073
Vadosdavos
A Model Context Protocol (MCP) server that provides access to Yandex Metrika an…
81
30074
waldium
waldium Claim
N/A N/A 95
30075
cannavis
Enables full-text search of macOS iMessages including link preview metadata. Wo…
N/A N/A
30076
MCP-Mirror
Enables interaction with the Futarchy protocol on Solana, allowing users to man…
81
30077
yaniv-tg
Enables AI assistants to securely manage Google Workspace services (Gmail, Cale…
N/A N/A 95
30078
vbarreiratt
MaestroMCP Claim
Enables AI assistants to control MIDI devices and synthesizers through WebMidi.…
N/A N/A 95
30079
jungkim720
dify Claim
N/A N/A 95
30080
sandraschi
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
N/A N/A
30081
inite-ai
Enables AI agents to authenticate users, manage calendar events, create meeting…
81
30082 N/A N/A 95
30083
hyperpolymath
Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra…
N/A N/A 95
30084
scoutscore
ScoutScore Claim
Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…
N/A N/A 95
30085
wtfisai
smithery-mcp Claim
N/A N/A 95
30086
sadfasdf
asdfas123 Claim
N/A N/A 95
30087
ROHWOOCHUL
test Claim
N/A N/A 95
30088
autoblocksai
ctxl-mcp Claim
Personal context management for AI assistants
N/A N/A 95
30089
Weather forecasts, alerts, air quality, marine, radar imagery, lightning. NOAA …
N/A N/A 81
30090
vinur1992
testing_repo Claim 1
An MCP server that created for demo
N/A N/A 95
30091
coozgan
A Model Context Protocol Server for interacting with the Cisco Meraki Dashboard…
N/A N/A 95
30092
polygon-io
mcp_polygon) Claim 1
An MCP server that provides access to [Polygon.io](https://polygon.io/) financi…
81
30093
cruso003
xara Claim
N/A N/A 95
30094
duyngo91
Enables analysis of Karate framework feature files, extracting dependencies and…
N/A N/A
30095
dendotai
tmdb-mcp Claim
An MCP server for managing TMDB lists (movies/TV) from any MCP client, with OAu…
30096
Kabilan-G
Enables automated dental clinic loan verification by combining rule-based ID va…
N/A N/A 95
30097
erisonsuzuki
An orchestration system that breaks down user prompts into actionable tasks and…
N/A N/A 95
30098 N/A N/A 95
30099
crbnos
carbon Claim
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for comple…
N/A N/A
30100
Rentapad
Analyze images and videos by providing URLs or local file paths. Gain insights …
N/A N/A 95
Showing 30051–30100 of 33745 servers
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