MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7751
yusufsenyer
Provides weather data using Open-Meteo API with support for current weather, 24…
B 70 55 78 100 21 81 50
7752
l3wi
Lighthouse MCP Claim 2
A Model Context Protocol server that enables Claude to interact with and analyz…
B 70 54 63 66 N/A 20 92 98
7753
LGDiMaggio
MCP server for Motor Current Signature Analysis — fault detection in electric m…
B 70 54 75 25 N/A 71 95 90
7754
trilogy-group
Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-pa…
B 70 55 88 41 39 82 94
7755
gkydev
A Model Context Protocol server that enables AI assistants to interact with Twi…
B 70 55 77 63 19 81 100
7756
asaficontact
Time MCP Server Claim
Provides current time information and timezone conversion capabilities using IA…
B 70 55 78 100 29 81 43
7757
prsantos-com
AirNow MCP Server Claim
A Model Context Protocol implementation that enables LLMs to access real-time, …
B 70 55 62 66 45 81 91
7758
630156145
A JavaScript ES Modules server that provides weather information including aler…
B 70 55 68 72 43 80 80
7759
jcjiron
Hevy MCP Server Claim
Enables interaction with the Hevy fitness tracking platform through their API. …
B 70 55 66 61 39 81 96
7760
rkilchmn
ChromaDB MCP Server Claim 1
An MCP server that exposes ChromaDB vector database operations, enabling AI ass…
B 70 55 63 82 21 81 90
7761
MatthewDailey
Rime MCP Claim 1
A Model Context Protocol server that enables AI models to generate and play hig…
B 70 55 63 68 46 81 91
7762
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
7763
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 54 78 56 N/A 19 95 90
7764 B 70 55 76 63 42 78 84
7765
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
7766
druce
A Python-based FastMCP server that provides financial tools for securities anal…
B 70 55 86 48 25 81 100
7767
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
7768
nabid-pf
Enables AI assistants to analyze and summarize YouTube videos by extracting cap…
B 70 55 60 58 52 81 100
7769
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 55 70 63 43 81 88
7770
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
7771
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
7772
dennisonbertram
Brex MCP Server Claim
Enables interaction with Brex financial data including expenses, budgets, trans…
B 70 55 56 70 57 82 86
7773
ChanMeng666
A Model Context Protocol server that provides Google Jobs search capabilities t…
B 70 55 85 38 54 81 88
7774
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
7775
zalab-inc
Provides a tool for dynamic and reflective problem-solving by breaking complex …
B 70 54 78 55 N/A 20 95 88
7776
AndrewCTF
An MCP server that enables searching YouTube and retrieving high-accuracy video…
B 70 44 41 N/A N/A 48 95 97
7777
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
7778
knmurphy
Facilitates secure and type-safe interactions with both v1 and v2 of the Glide …
B 70 55 90 100 17 81 37
7779
vbrail
Provides secure access to Figma designs through Cursor IDE using a personal acc…
B 70 55 78 56 30 83 94
7780
nonsleepr
Enables dynamic instrumentation of running processes through Frida, allowing us…
B 70 55 74 71 24 80 91
7781
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
7782
robertoamoreno
A TypeScript-based MCP server that enables AI assistants to interact with Couch…
B 70 55 84 100 19 81 42
7783
jb-7-jay
Enables interaction with MongoDB databases through user management tools includ…
B 70 55 78 61 21 81 98
7784
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
7785
Snack-JPG
Enables AI assistants to interact with Godot game projects through real-time er…
B 70 55 78 43 46 81 96
7786
demomagic
Provides comprehensive integration with the Maiga API for cryptocurrency analys…
B 70 55 66 67 35 83 94
7787
NehaSJ99
Enables users to fetch real-time weather alerts from the National Weather Servi…
B 70 55 86 36 45 81 98
7788
gensecaihq
pfsense-mcp-server Claim
pfSense MCP Server enables security administrators to manage their pfSense fire…
B 70 55 82 43 N/A 46 76 98
7789
developkariyer
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
B 70 54 78 56 N/A 16 95 93
7790
mizchi
Lighthouse MCP Claim
Enables AI models to perform Google Lighthouse website performance analysis, in…
B 70 55 78 53 33 81 96
7791
FaithCoderLab
NicePay MCP Server Claim
Enables developers to search and access NicePay payment API documentation, incl…
B 70 55 72 100 N/A 44 95 26
7792
c3budiman
MCP Ping Server Claim 1
Provides a ping tool to check connectivity and measure latency to any hostname …
B 70 55 74 57 39 76 100
7793
PlayAINetwork
Provides access to AI-related crypto and Web3 news through the ChainGPT AI News…
B 70 55 60 71 44 82 91
7794
gustta03
A TypeScript-based boilerplate for building Model Context Protocol (MCP) server…
B 70 54 72 47 N/A 35 94 98
7795
jimbul
MCP server that provides Claude AI assistants with the ability to search the we…
B 70 55 54 65 56 80 95
7796
Vladim8rr2
imessage-mcp Claim
A read-only MCP server for macOS that enables users to search through iMessage …
B 70 54 60 51 N/A 61 92 89
7797
gabbar910
Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, cre…
B 70 55 78 58 27 76 100
7798
LeadDelta
MCP server for LeadDelta — manage LinkedIn connections and CRM data via AI assi…
B 70 66 85 80 42 23 81 99
7799
vexxvakan
A Model Context Protocol (MCP) server for fetching Rust crate documentation fro…
B 70 55 66 58 52 81 91
7800
mohsin-zaheer
n8n-MCP Claim 1
An MCP server that provides AI assistants with access to documentation, schemas…
B 70 55 69 46 62 80 96
Showing 7751–7800 of 66475 servers
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