MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11351
davo20019
A bridge that enables Large Language Models to read from and write to Firebase …
C 63 55 70 33 24 80 100
11352
keepview
A Model Context Protocol server that enables real-time communication using Serv…
C 63 54 45 63 N/A 21 95 82
11353
Barath2812
Enables LLMs to extract content from websites using automated static and dynami…
C 63 54 54 55 N/A 18 90 90
11354
nathanru
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 56 70 21 81 77
11355
giridhxr
Enables management of user health profiles with capabilities to list, retrieve,…
C 63 55 50 58 25 81 94
11356
trtyr
MCP-Gateway Claim
MCP-Gateway
C 63 55 60 31 47 81 97
11357
jseifeddine
NetBox MCP Server Claim
Enables read-only interaction with NetBox network documentation and infrastruct…
C 63 55 62 40 45 81 88
11358
xiaomizhoubaobei
XMZ MCP Server Claim
Enables AI models to interact with Tencent Cloud COS for cloud storage operatio…
C 63 55 54 36 73 81 79
11359
tisDDM
A Model Context Protocol server that enables AI assistants to perform web searc…
C 63 66 85 66 0 51 81 96
11360
ExpertVagabond
solmail Claim
Send physical mail with Solana cryptocurrency - AI agents can send real letters…
C 63 64 90 66 0 53 75 95
11361
anjulbhatia
Enables personal finance management through conversational AI, including expens…
C 63 55 60 67 19 81 76
11362
moeloubani
Provides access to VisiData functionality for data analysis, visualization, and…
C 63 54 54 33 N/A 52 89 89
11363
MockLoop
MockLoop MCP Server Claim 1
A Model Context Protocol server that generates and runs mock API servers from A…
C 63 66 79 58 0 84 81 86
11364
Zeyneptncr
A system that manages person records through natural Turkish language commands …
C 63 54 44 57 N/A 23 95 92
11365
dreamwithrua
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 63 54 60 58 N/A 26 95 66
11366
mcpc-tech
mcpc Claim
Build agentic-MCP servers by composing existing MCP tools.
C 63 66 84 60 0 69 82 90
11367
dataforseo
DataForSEO MCP Server Claim 3
A Model Context Protocol server that enables Claude to interact with DataForSEO…
C 63 55 65 70 54 80 38
11368
akaiserg
MCP Memory Tracker Claim
A Model Context Protocol (MCP) server that provides persistent memory capabilit…
C 63 54 62 30 N/A 23 95 100
11369
namtran
diskcleankit-mcp Claim 1
Enables AI assistants to control DiskCleanKit's One Touch feature for scanning …
C 63 64 75 61 0 52 95 97
11370
IBM
chuk-mcp-vfs Claim
Provides virtual filesystem workspaces with full file operations (read, write, …
C 63 55 54 82 54 81 37
11371
PHOENIXxXTM
Weather MCP Server Claim
Provides real-time weather data including temperature, humidity, and conditions…
C 63 54 62 30 N/A 24 94 99
11372
FacuPVe
MCP Weather Server Claim
A demonstration MCP server created for learning purposes, allowing Claude AI to…
C 63 54 56 50 N/A 19 95 88
11373
tebinraouf
Enables control of Philips Hue lights through VS Code Copilot or Claude Desktop…
C 63 54 56 38 N/A 25 95 96
11374
lennart-finke
baba_is_eval Claim
Claude et al. play the brilliant puzzle title "Baba is You"
C 63 54 66 31 N/A 18 95 95
11375
JackKuo666
PubChem MCP Server Claim
Enables AI assistants to search and retrieve chemical compound information, str…
C 63 55 76 31 16 83 98
11376
gage-russell
resumejson-mcp Claim 1
An MCP server for managing career experience data using the JSON Resume schema …
C 63 54 45 56 N/A 31 87 94
11377
purva-kashyap
Microsoft MCP Claim
Enables AI assistants to interact with Microsoft Graph API services including O…
C 63 55 72 40 27 81 88
11378
mohammeduvaiz
Figma MCP Server Claim 1
A Model Context Protocol server that connects AI tools and LLMs to Figma design…
C 63 55 45 67 25 76 99
11379
yihaoWang
ClickUp MCP Server Claim 1
Enables AI assistants to interact with ClickUp's project management platform. S…
C 63 55 84 41 19 80 80
11380
spences10
Integrates Jina.ai's Grounding API with LLMs for real-time, fact-based web cont…
C 63 66 84 70 0 51 81 91
11381
craigsdennis
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 70 24 83 83
11382
muskke
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 63 55 48 68 24 84 83
11383
davidyen1124
Caltrain MCP Server Claim 1
A Model Context Protocol server that provides real-time Caltrain schedule infor…
C 63 55 51 33 60 83 95
11384
thomasvan
Integrates the Brave Search API into AI assistants to enable web and local busi…
C 63 55 48 48 42 80 100
11385
ebailey78
MCP Memory Server Claim 3
A Model Context Protocol server for Claude Desktop that provides structured mem…
C 63 55 51 57 23 82 95
11386
crewAIInc
this is my first mcp
C 63 54 66 22 N/A 36 95 91
11387
pancakesniperbot
A deployment solution for a remote Model Context Protocol server on Cloudflare …
C 63 55 48 65 26 84 85
11388
mauricioTechDev
Weather MCP Server Claim 1
A Model Context Protocol server that enables AI models to fetch weather alerts …
C 63 55 45 63 18 81 100
11389
antunesgabriel
Logaflow Claim
Enhance your applications with real-time logging and monitoring capabilities. S…
C 63 54 44 70 N/A 15 95 84
11390
Bin4yi
Demonstrates OAuth2/OIDC authentication for MCP servers using Asgardeo, with JW…
C 63 55 72 41 21 81 93
11391
JayZeeDesign
figma-mcp Claim
Allow your AI coding agents to access Figma files & prototypes directly. You ca…
C 63 55 60 36 46 81 91
11392
vlad-ds
Street View MCP Claim
A server that enables AI models to fetch and display Google Street View imagery…
C 63 55 76 40 24 81 86
11393
MilesCool
Provides an MCP server that allows large language models to access real-time an…
C 63 55 60 33 41 80 99
11394
hydavinci
Enables querying the latest commit information for any file in the Chromium rep…
C 63 55 66 32 41 81 91
11395
Rucha-Nandgirikar
StatFlow Claim
Enables AI assistants to perform statistical analysis on MySQL databases, gener…
C 63 55 84 12 42 81 90
11396
Linzo99
A MCP client for browser-use
C 63 54 50 66 N/A 27 92 74
11397
shaikh3
GDrive MCP Server Claim
Enables Claude to perform comprehensive read and write operations on Google Doc…
C 63 64 90 68 0 30 95 90
11398
krishna-paulraj
X MCP Server Claim
Enables users to interact with X (Twitter) through the X API. Supports posting …
C 63 55 78 75 24 81 38
11399
Mo3g4u
Sakila MCP Server Claim 1
Enables natural language interaction with MySQL Sakila database through intent-…
C 63 55 72 37 29 82 88
11400
antegral
MMA MCP Server Claim
Enables users to search and query information about military service alternativ…
C 63 55 72 58 57 81 41
Showing 11351–11400 of 57357 servers
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