MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13501
vog01r
Provides real-time aircraft tracking data from OpenSky Network combined with FA…
C 57 66 90 37 0 49 81 86
13502
amarshikhar
Enables AI-powered vendor risk assessment using AWS Titan, allowing users to ev…
C 57 55 48 33 21 81 98
13503
theburgerllc
A Model Context Protocol server that enables seamless integration between Claud…
C 57 66 51 73 0 45 81 99
13504
kenta-ja8
A minimal MCP server that enables searching through pre-scraped React documenta…
C 57 54 48 55 N/A 21 95 58
13505
Anwesh43
A template for creating and deploying Model Context Protocol servers on the Api…
C 57 55 48 32 24 81 100
13506
forevercjh
A Python framework for developing and managing tool instances through a registr…
C 57 55 72 40 18 83 60
13507
Klavis-AI
strata Claim 1
MCP server for progressive tool usage at any scale (see https://klavis.ai)
C 57 66 69 37 0 82 76 91
13508
hrishi0102
Spotify MCP Server Claim 1
A Model Context Protocol server that enables Claude to interact with Spotify, a…
C 57 66 69 71 0 19 81 95
13509
PrintrFi
printr Claim 2
Let AI agents create, discover, and track tokens across chains via Printr.
C 57 64 92 41 0 58 60 91
13510
tejpalvirk
A powerful context management system that maintains persistent context across c…
C 57 54 76 35 N/A 28 92 41
13511
arcadia-finance
Arcadia Finance Claim
Concentrated liquidity on Uniswap/Aerodrome (rebalance, compound, leverage) or …
C 57 66 94 10 0 72 81 93
13512
y0zg
Enables Claude Desktop to connect directly to Elasticsearch clusters for intell…
C 57 55 60 38 16 81 84
13513
RabiaDogan41
Provides access to European cultural heritage collections and artworks, allowin…
C 57 55 60 30 15 81 94
13514
ritvij14
crawl4ai-mcp Claim 1
An MCP Server for Web scraping and Crawling, built using Crawl4AI
C 57 54 39 33 N/A 26 91 95
13515
GUCCI-atlasv
AI skill security scanner. Detects prompt injection, credential theft, ClawHavo…
C 57 66 96 22 0 49 82 94
13516
akaramanapp
Greeting Claim
Enhance your applications with personalized greeting capabilities. Easily integ…
C 57 54 38 61 N/A 19 95 65
13517
gsmethells
preflight-mcp Claim
TrustPilot for APIs — independent reliability ratings for APIs and MCP servers,…
C 57 55 66 0 46 81 94
13518
Dhineshkumar272005
HackBridge Claim 1
An MCP server that connects AI clients to a Linux terminal for real-time automa…
C 57 54 51 31 25 84 90
13519
kathirt
Exposes backend APIs through Azure API Management as an MCP server to enable AI…
C 57 66 78 43 0 42 82 100
13520
adammharris
Gospel Library MCP Claim
Enables access to LDS Gospel Library content and scriptures through the Model C…
C 57 66 66 63 0 36 81 94
13521
ag2-mcp-servers
This MCP server enables interaction with the Punjab State Board of Technical Ed…
C 57 55 60 60 21 76 55
13522
ScrapeGraphAI
scrapegraph-mcp Claim
AI-powered web scraping and data extraction capabilities through ScrapeGraph API
C 57 66 86 41 0 57 73 90
13523
ltcg-addict
Provides comprehensive dice rolling functionality for tabletop games and RPGs, …
C 57 55 48 40 19 81 93
13524
tenequm
llms-txt-mcp Claim
Enables fast, token-efficient access to large documentation files in llms.txt f…
C 57 66 76 36 0 61 81 95
13525
Ani07-05
Provides essential security and CTF tools including hash identification, encodi…
C 57 55 60 26 19 81 92
13526
2811jh
An AI-driven tool for processing survey data that supports cross-tabulation, NP…
C 57 54 50 31 N/A 25 91 82
13527
intecrel
Enables AI assistants to monitor and interact with industrial systems, providin…
C 57 66 84 41 0 30 81 100
13528
bsahane
MCP Ansible Server Claim
Enables comprehensive Ansible automation management through natural language, i…
C 57 54 54 27 N/A 24 88 89
13529
jterceiro
MCP Kubernetes Claim
Enables advanced management of Kubernetes clusters through natural language int…
C 57 55 72 31 37 81 59
13530
MisterSandFR
Manage Supabase projects end to end across database, auth, storage, realtime, a…
C 57 66 86 41 0 31 81 99
13531
SrAndres629
Enables orchestration and management of n8n workflows through tools for creatin…
C 57 55 66 43 25 81 62
13532
V2-Digital
A Model Context Protocol server that scrapes blog posts from V2.ai Insights, ex…
C 57 55 45 31 29 80 98
13533
chatmcp
mcp-server-collector Claim 2
A MCP Server used to collect MCP Servers over the internet.
C 57 66 75 68 0 19 81 90
13534
sach999
A Model Context Protocol server that integrates with Cursor IDE to provide real…
C 57 54 39 60 N/A 21 92 68
13535
Zachwitte21
Weather MCP Server Claim
Provides access to US weather data from the National Weather Service API, enabl…
C 57 55 60 23 24 81 94
13536
enzetan
Qixin API Service MCP Claim 1
Enables AI models to access comprehensive Chinese enterprise data from the Qixi…
C 57 55 48 71 26 76 55
13537
svgnew
svg.new MCP Server Claim 1
Enables AI-powered image to SVG vectorization, background removal, and SVG mani…
C 57 55 72 0 34 81 98
13538
NiclasOlofsson
Mode Manager MCP Claim
MCP Memory Agent Server - A VS Code chatmode and instruction manager with libra…
C 57 64 58 31 0 76 95 94
13539
ofurkanuygur
TCMB MCP Claim
Provides access to Turkish Central Bank (TCMB) exchange rates with current and …
C 57 66 86 91 0 26 81 42
13540
pratyusendu
A comprehensive collection of 103 tools providing capabilities for text process…
C 57 66 80 50 0 30 80 99
13541
mlaurel
A Context Engineering Framework that provides 9 battle-tested development workf…
C 57 64 54 65 0 42 95 89
13542
ShunsukeTamura06
A FastMCP-based server that provides access to Bloomberg market data through si…
C 57 54 62 38 N/A 21 95 59
13543
neeraj-jhawar
MCP server that allows AI assistants to query and retrieve information about of…
C 57 55 60 20 16 82 100
13544
shaymc3
Hebcal MCP Server Claim
Provides access to Jewish holiday calendars and Shabbat candle lighting and Hav…
C 57 55 48 27 24 83 100
13545
danosb
OneNote MCP Server Claim 2
A Model Context Protocol server that enables AI language models like Claude to …
C 57 55 53 40 26 77 86
13546
wangyafu
Haiguitang MCP Server Claim 1
An MCP server that allows users to play the 'Turtle Soup' puzzle game with LLMs…
C 57 55 41 82 N/A 22 95 35
13547
devyhan
Xcode MCP Server Claim 3
A Model Context Protocol server that provides tools for Xcode-related operation…
C 57 54 45 53 N/A 50 84 53
13548
Abu-BakarYasir
mcp_slack Claim
fetch the latest channels messages chat
C 57 55 42 41 23 81 98
13549
beallac
Enables beginner-friendly Python and Pybricks development support through RAG-p…
C 57 55 42 56 16 81 84
13550
laksh-krishna-sharma
Weather MCP Server Claim
A Model Context Protocol (MCP) server that provides real-time weather alerts an…
C 57 55 60 31 24 81 86
Showing 13501–13550 of 33790 servers
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