MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11751
learnwithcc
Tally MCP Claim
Manage Tally.so forms through AI conversation. Create, update, and organize for…
C 62 66 82 70 0 47 81 92
11752
kdkyum
jlab-mcp Claim 1
An MCP server that enables LLMs to execute Python code on GPU-accelerated compu…
C 62 55 63 38 30 80 96
11753
zekker6
mcp-helm Claim 1
MCP server for Helm package manager
C 62 66 63 68 0 76 81 97
11754
glassBead-tc
Provides current weather data and city comparisons for any location with suppor…
C 62 55 66 35 22 82 100
11755
TheSethRose
Fetch Browser Claim 1
A headless browser MCP server that allows AI agents to fetch web content and pe…
C 62 64 82 62 0 37 95 90
11756
cemremengu
Weather MCP Server Claim
Provides weather information tools based on the National Weather Service APIs t…
C 62 55 68 30 27 82 100
11757
stevehorn
Enables searching and filtering Telegram group messages with advanced options f…
C 62 55 60 48 32 81 84
11758
xinkuang
Access real-time and historical market data for China A-shares and Hong Kong st…
C 62 66 70 60 0 75 81 93
11759
Ansvar-Systems
georgian-law-mcp Claim
Georgian legislation via MCP — full-text search across statutes and provisions
C 62 64 90 33 0 66 95 90
11760
format37
youtube_mcp Claim
C 62 55 68 43 21 74 94
11761
arjunkmrm
Provide real-time transportation data including bus arrivals, train service ale…
C 62 66 90 65 0 26 81 100
11762
jackalterman
Enables AI agents to create end-to-end encrypted, self-destructing notes that c…
C 62 55 56 42 25 87 93
11763
appieschot
An MCP server that delivers jokes on request, allowing Microsoft Copilot Studio…
C 62 55 33 55 46 83 100
11764
scottglshields
A deployable Model Context Protocol server on Cloudflare Workers that enables A…
C 62 55 48 70 21 81 82
11765
Yzlink7
A deployable server implementation of the Model Context Protocol that allows yo…
C 62 55 48 66 26 83 80
11766
lcfranca
Frankfurter Forex MCP Claim 1
An MCP server that provides currency rates, conversions, and historical exchang…
C 62 55 33 67 38 82 92
11767
PoliTwit1984
GitHub MCP Server Claim 2
A Model Context Protocol server that enables AI models to interact with GitHub'…
C 62 55 75 45 17 81 79
11768
AbdullahAsifButt
SQLite-MCP Claim
..
C 62 54 46 25 N/A 62 87 98
11769
dddd-community
Hexiaoyi MCP Claim
A powerful toolkit that enables seamless interaction with EVM-compatible networ…
C 62 55 42 57 42 78 94
11770
YassineTk
MCP Docs Provider Claim
Enables AI models to seamlessly access and query local markdown technical docum…
C 62 55 62 82 N/A 24 95 29
11771
taiste
Harvest MCP Server Claim
Integrates with Harvest time tracking API, enabling AI assistants to manage tim…
C 62 55 56 36 51 81 89
11772
tkellogg
Postal MCP Server Claim
A SQLite-backed message queue system that enables multiple AI agents to communi…
C 62 55 54 40 41 81 97
11773
BjornMelin
Automates Grammarly's web interface to check AI detection and plagiarism scores…
C 62 66 84 62 0 50 81 93
11774
sdelements
Devici MCP Server Claim
Enables interaction with the Devici API for managing threat models, security co…
C 62 55 60 82 37 81 39
11775
jeromewoody
Enables interaction with FreshRSS RSS feed readers through the Google Reader co…
C 62 55 60 43 23 80 99
11776
prajwalnayak7
MCP Server Redis Claim
A server that provides Claude with Redis database access and operations through…
C 62 55 60 27 44 80 99
11777
Tar-ive
Analyzes recent Bluesky posts about stocks and provides sentiment analysis usin…
C 62 55 52 60 28 81 85
11778
milan9527
Enables querying and analyzing AWS cost and usage data through the AWS Cost Exp…
C 62 55 66 37 22 80 100
11779
martinsky999
MCP Git Server Claim 3
A Model Context Protocol server that enables LLMs to interact with Git reposito…
C 62 55 59 82 41 77 44
11780
KelvinQiu802
A server for Model Context Protocol (MCP) that uses Server-Sent Events (SSE) fo…
C 62 55 48 62 24 81 87
11781
grrek
mcp-wacli Claim 1
An MCP server that wraps the wacli tool to enable AI clients to read, search, a…
C 62 54 51 43 N/A 29 90 93
11782
icck
Toy MCP Server Claim
A simple MCP server that provides two tools: one for counting specific letter o…
C 62 55 48 53 28 81 97
11783
claudiobastos
A template for deploying a Model Context Protocol server on Cloudflare Workers …
C 62 55 48 66 21 81 85
11784
rupesh-github01
MCP Server Basic Claim
A basic MCP server example that provides simple arithmetic tools (addition and …
C 62 54 66 27 N/A 24 95 94
11785
prithvi-seri
Enables secure file management operations within a documents folder, including …
C 62 54 60 35 N/A 16 95 99
11786
wuunicorn
A Model Context Protocol server that provides accurate Chinese Ziwei Doushu ast…
C 62 55 57 33 45 82 95
11787
derekrbreese
Yahoo Fantasy Football MCP server for Claude Desktop - Advanced lineup optimiza…
C 62 64 88 43 0 62 90 91
11788
ivanmartinezmorales
RabbitMQ MCP Server Claim 2
A Model Context Protocol server built with mcp-framework that allows users to i…
C 62 55 39 100 N/A 22 95 40
11789
mlexpertio
MCP PDF Reader Claim
A server that provides tools for reading and processing PDF documents, allowing…
C 62 54 56 20 N/A 40 95 100
11790
jpbester
payfast Claim 2
MCP server for PayFast — AI assistants interact with South Africa's payment gat…
C 62 64 57 72 0 54 94 100
11791
stonesteel84
프로젝트를 빠르게 시작하세요—TypeScript 보일러플레이트가 예제 도구와 리소스를 기본 제공합니다. 계산, 인사, 시간 조회, 이미지 생성…
C 62 55 60 82 N/A 29 95 32
11792
nirholas
x402-deploy Claim
Turn any API or MCP server into a paid service with x402
C 62 66 90 38 0 70 80 100
11793
JordiNeil
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get…
C 62 55 68 36 19 80 99
11794
HasnainAli47
TOON MCP Server Claim 1
Converts JSON data and system prompts to and from TOON (Token-Oriented Object N…
C 62 55 62 36 40 84 85
11795
VSidhArt
Enables AI assistants to interact with Intervals.icu fitness tracking and welln…
C 62 55 66 46 19 81 90
11796
shooooori0128
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
C 62 55 48 68 21 81 84
11797
jennyyyyyy7528-cell
Weather Claim
Get location-based forecasts and real-time US weather alerts. Plan your day wit…
C 62 54 48 31 N/A 37 94 100
11798
amornpan
MySQL MCP Server Claim 1
Enables secure interaction with MySQL databases, allowing AI assistants to list…
C 62 55 78 32 15 81 93
11799
uzaysozen
A comprehensive MCP server providing detailed IMDb data including movies, TV sh…
C 62 55 60 33 47 81 90
11800
SaintDoresh
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
C 62 55 60 31 36 84 99
Showing 11751–11800 of 50330 servers
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