MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 3 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7901
LucaDeLeo
Connects AI assistants to Amazing Marvin for comprehensive task management, inc…
B 70 55 66 77 24 81 94
7902
wubbyweb
A simple server that enables AI models to send WhatsApp messages via the Twilio…
B 70 55 78 71 16 80 92
7903
DrDroidLab
Grafana MCP Server Claim
A server that enables AI assistants to access and query Grafana dashboards, met…
B 70 55 80 43 43 81 97
7904 B 70 55 76 63 42 78 84
7905
TiagoTi
An MCP server specialized in managing and querying gym exercises through a cent…
B 70 55 69 66 34 80 95
7906
druce
A Python-based FastMCP server that provides financial tools for securities anal…
B 70 55 86 48 25 81 100
7907
raysker
axon-research Claim
AI agent ecosystem research, DeFi analysis, and market research tools
B 70 55 78 91 N/A 29 95 37
7908
pyang2045
TWSE MCP Server Claim
Provides real-time access to Taiwan Stock Exchange market data, financial repor…
B 70 55 88 91 30 81 39
7909
bobmatnyc
A cloud-based vector memory service that provides AI assistants with persistent…
B 70 55 78 43 45 81 97
7910
nabid-pf
Enables AI assistants to analyze and summarize YouTube videos by extracting cap…
B 70 55 60 58 52 81 100
7911
strangelove-ventures
Web3 MCP Server Claim
A Model-Context-Protocol server enabling users to perform basic operations on S…
B 70 55 74 60 45 74 91
7912
babicko
Enables AI assistants to interact with the Apollo.io API to search global datab…
B 70 55 78 61 26 81 95
7913
JamesUnlocked
A template/boilerplate MCP server for building custom tools and integrations th…
B 70 54 66 65 N/A 19 95 92
7914
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 55 70 63 43 81 88
7915
anishphilip012git
WireMCP Secure Claim
Production-ready MCP server for real-time network traffic analysis and packet c…
B 70 54 54 73 N/A 29 95 93
7916
ChanMeng666
A Model Context Protocol server that provides Google Jobs search capabilities t…
B 70 55 85 38 54 81 88
7917
heygen-com
Heygen MCP Server Claim
Enables Claude Desktop and Agents to generate AI avatars and videos through the…
B 70 55 66 71 24 81 97
7918
dennisonbertram
Brex MCP Server Claim
Enables interaction with Brex financial data including expenses, budgets, trans…
B 70 55 56 70 57 82 86
7919
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 54 78 56 N/A 19 95 90
7920
prasadabhishek
photographi-mcp Claim
Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Li…
B 70 54 66 30 N/A 79 95 87
7921
bugzy-ai
Resend MCP Server Claim
Enables sending single and batch emails through the Resend API with support for…
B 70 55 80 62 24 81 93
7922
zalab-inc
Provides a tool for dynamic and reflective problem-solving by breaking complex …
B 70 54 78 55 N/A 20 95 88
7923
loukach
Provides AI agents with 36 specialized tools for complete vehicle dealership ma…
B 70 55 90 51 25 81 89
7924
dynamicendpoints
etsy-mcp Claim
Search Etsy listings, fetch shop details, and explore trending products. Create…
B 70 54 78 53 N/A 23 95 89
7925
AndrewCTF
An MCP server that enables searching YouTube and retrieving high-accuracy video…
B 70 44 41 N/A N/A 48 95 97
7926
vbrail
Provides secure access to Figma designs through Cursor IDE using a personal acc…
B 70 55 78 56 30 83 94
7927
demomagic
Provides comprehensive integration with the Maiga API for cryptocurrency analys…
B 70 55 66 67 35 83 94
7928
robertoamoreno
A TypeScript-based MCP server that enables AI assistants to interact with Couch…
B 70 55 84 100 19 81 42
7929
nonsleepr
Enables dynamic instrumentation of running processes through Frida, allowing us…
B 70 55 74 71 24 80 91
7930
alexcandrabersiva
binance-futures-mcp Claim 2
Comprehensive Binance Futures trading MCP server with 41 professional trading t…
B 70 55 72 91 60 80 39
7931
solomonneas
wazuh-mcp Claim 1
An MCP server for the Wazuh SIEM/XDR platform that enables users to query agent…
B 70 55 57 62 53 83 95
7932
knmurphy
Facilitates secure and type-safe interactions with both v1 and v2 of the Glide …
B 70 55 90 100 17 81 37
7933
jb-7-jay
Enables interaction with MongoDB databases through user management tools includ…
B 70 55 78 61 21 81 98
7934
Snack-JPG
Enables AI assistants to interact with Godot game projects through real-time er…
B 70 55 78 43 46 81 96
7935
wso2-attic
Authentication and Authorization Proxy for MCP Servers
B 70 54 60 35 N/A 77 95 94
7936
developkariyer
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
B 70 54 78 56 N/A 16 95 93
7937
NehaSJ99
Enables users to fetch real-time weather alerts from the National Weather Servi…
B 70 55 86 36 45 81 98
7938
owen-lacey
FPL MCP Server Claim
Enables interaction with Fantasy Premier League data through natural language q…
B 70 55 66 82 50 81 66
7939
bytefer
mcp-flux-schnell Claim
A TypeScript-based MCP server that enables text-to-image generation using Cloud…
B 70 55 96 75 36 81 43
7940
kwp-lab
MCP Fetch With Proxy Claim 1
mcp-fetch
C 69 55 78 82 49 78 48
7941
baadir
searxng-mcp Claim 1
An MCP server that wraps a local SearXNG instance to provide private, customiza…
C 69 54 57 56 N/A 50 92 92
7942
Moonlight-CL
Redshift MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Ama…
C 69 55 69 48 42 81 100
7943
coleam00
Web crawling and RAG implementation that enables AI agents to scrape websites a…
C 69 55 84 31 50 81 98
7944
zhixiaoqiang
antd-components-mcp Claim 1
一个 Ant Design 组件查询的 mcp 服务,包含 组件文档、API 文档、代码示例、组件更新日志查询
C 69 55 70 82 57 82 45
7945
dmitry-melnishin
Provides weather forecasts and alerts for US locations using the National Weath…
C 69 55 60 72 29 82 97
7946
Have-myn
SSH MCP Server Claim
Provides tools to manage SSH targets and generate one-time WebShell terminal se…
C 69 55 72 66 50 77 75
7947
tijs
MCP Sound Tool Claim
A Model Context Protocol implementation that plays sound effects (completion, e…
C 69 55 54 82 N/A 61 95 51
7948
coskun45
Enables searching and retrieving arXiv papers by topic, fetching abstracts by p…
C 69 54 84 41 N/A 21 95 93
7949
Savastane
Provides vehicle data scraping from keplaca.com through the Model-Context Proto…
C 69 55 84 100 21 81 39
7950
vitorpavinato
Comprehensive NCBI/PubMed literature search server with advanced analytics, cac…
C 69 55 84 46 25 82 98
Showing 7901–7950 of 66475 servers
« Prev 1 157 158 159 160 161 1330 Next »