MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29804
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11901
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
11902
coleam00
MCP-Mem0 Claim 1
A Model Context Protocol server that provides AI agents with persistent memory …
C 62 55 57 32 46 81 95
11903
errajibadr
TwilioManager MCP Claim
A server that connects Claude AI to Twilio through the Model Context Protocol, …
C 62 55 66 41 25 76 93
11904
SufyaanKhateeb
A Model Context Protocol server demonstrating user management capabilities with…
C 62 55 57 82 N/A 23 95 37
11905
nstebbins
mcp-manager Claim
CLI tool for managing Model Context Protocol (MCP) servers in one place & using…
C 62 54 54 62 N/A 64 95 35
11906
andyl25
An MCP server that enables querying and interacting with Google Cloud services …
C 62 55 63 47 20 81 91
11907
jackalterman
Enables AI agents to create end-to-end encrypted, self-destructing notes that c…
C 62 55 56 42 25 87 93
11908
kaiyuanzhuadmin
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 62 55 48 68 21 81 83
11909
hannesj
Exposes Ant Design component documentation to Large Language Models, allowing L…
C 62 55 60 41 24 81 98
11910
chadkunsman
Zoom MCP Server Claim
Enables intelligent monitoring and management of Zoom rooms across multiple sit…
C 62 55 54 48 26 81 98
11911
guangliangyang
Enables AI-driven job application automation for LinkedIn and SEEK platforms wi…
C 62 54 66 33 N/A 19 95 88
11912
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
11913
Ansvar-Systems
italian-law-mcp Claim
Italian legislation via MCP — full-text search across statutes and provisions
C 62 64 90 32 0 65 95 94
11914
dddd-community
Hexiaoyi MCP Claim
A powerful toolkit that enables seamless interaction with EVM-compatible networ…
C 62 55 42 57 42 78 94
11915
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
11916
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
11917
hkonda015
MCP Data Server Claim
Indexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic sear…
C 62 54 54 37 N/A 18 95 98
11918
hevener10
A server that implements a checklist management system with features like task …
C 62 55 72 75 N/A 13 95 35
11919
wuunicorn
A Model Context Protocol server that provides accurate Chinese Ziwei Doushu ast…
C 62 55 57 33 45 82 95
11920
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
11921
Sharan0402
Parses PDF receipts to extract grocery and shopping expenses, automatically cat…
C 62 54 54 38 N/A 24 95 93
11922
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
11923
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
11924
mcptrust
mcptrust Claim
Runtime security proxy for MCP: lockfile enforcement, drift detection, artifact…
C 62 54 78 30 N/A 68 95 38
11925
awslabs
Log Analyzer with MCP Claim 1
A Model Context Protocol server that provides AI assistants access to AWS Cloud…
C 62 55 57 33 63 81 83
11926
SwipeBuilder-io
Enables programmatic access to your SwipeBuilder ad swipe library to retrieve s…
C 62 55 64 43 24 81 93
11927
bmbouter
mcp-dropbox-sign Claim 2
MCP server for the Dropbox Sign API supporting signature requests, templates, t…
C 62 55 51 37 46 82 97
11928
Dhruvimahale08
Enables AI-powered employee data management in Excel files, automatically class…
C 62 54 54 36 N/A 22 95 99
11929
Roland0511
A Model Context Protocol server that enables AI assistants to interact with Fei…
C 62 55 47 41 66 81 82
11930
coderleo
MCP MySQL Server Claim
Enables secure read-only access to MySQL databases through SELECT queries via H…
C 62 55 72 33 28 81 87
11931
Here-and-Tomorrow-LLC
A server that allows Claude to control audio playback on your computer, support…
C 62 54 48 36 N/A 37 90 100
11932
yasg1988
MCP Beget Claim 1
An MCP server for managing Beget hosting services including sites, domains, dat…
C 62 55 73 91 39 81 12
11933
sysu-aicpm
Enables AI models to control and query smart home devices (air conditioners, li…
C 62 55 60 68 32 81 58
11934
Cyreslab-AI
A Model Context Protocol (MCP) server that provides access to Crunchbase data f…
C 62 66 84 72 0 42 81 92
11935
BACH-AI-Tools
Provides Chinese traditional calendar functions including BaZi calculation, sol…
C 62 55 56 31 47 82 97
11936
TurboML-Inc
A template MCP server that provides job searching tools (analyze descriptions, …
C 62 66 84 72 0 47 81 83
11937
KemalEmirhan
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
C 62 55 48 66 26 84 82
11938
jeromewoody
Enables interaction with FreshRSS RSS feed readers through the Google Reader co…
C 62 55 60 43 23 80 99
11939
wiseman
OSM PostgreSQL Server Claim 1
Provides OpenStreetMap integration for MCP, allowing users to query and visuali…
C 62 55 78 31 29 76 90
11940
HeshamWM
Provides real-time access to Paris public transport data (métro, RER, bus, tram…
C 62 55 66 42 37 81 77
11941
codyde
A server that provides tools to scrape websites and extract structured data fro…
C 62 55 60 72 17 81 69
11942
mattjegan
swarmia-mcp Claim
Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for qui…
C 62 66 90 68 0 37 81 91
11943
manpreet2000
A Model Context Protocol server that enables LLMs to interact with databases (c…
C 62 55 61 60 41 71 73
11944
Stoicmehedi
Connects AI assistants to a Kali Linux terminal for executing security tools, m…
C 62 55 66 33 40 81 86
11945
xixuer
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 62 55 48 68 21 81 83
11946
kukapay
blockbeats-mcp Claim 1
An MCP server that delivers blockchain news and in-depth articles from BlockBea…
C 62 55 57 31 43 83 97
11947
danielscholl
A task tracking and backlog management tool that enables AI assistants to creat…
C 62 55 68 36 21 81 94
11948
burakdirin
clickhouse-mcp-server Claim 1
An MCP server implementation that enables Claude AI to interact with Clickhouse…
C 62 55 51 35 55 80 96
11949
jar285
Enables Large Language Models to analyze GitHub repositories in real-time, prov…
C 62 55 60 43 18 82 99
11950
nicavcrm
A Model Context Protocol server that provides structured workflow tools for man…
C 62 55 63 82 N/A 28 90 34
Showing 11901–11950 of 57160 servers
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