MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24951
JunZero08
JunZero_08 Claim
My own Server
D 42 33 18 N/A N/A 12 95
24952
elvisleyva49
MCP Server Demo Claim
A minimal WebSocket-based MCP server implementation that enables modern tool in…
D 42 44 42 20 21 81
24953
NektoNeo
Enables AI assistants to control a browser through Playwright automation tools,…
D 42 44 42 15 24 81
24954
dependify
Enables AI assistants to control a browser through Playwright running on Cloudf…
D 42 44 42 17 26 81
24955
itsamisalem
test Claim
D 42 33 18 N/A N/A 10 95
24956
colbymk97
An MCP server that integrates with the official Clash Royale API to provide rea…
D 42 44 53 0 27 83
24957
bmoir23
A Model Control Protocol server that enables AI assistants to control a browser…
D 42 44 42 17 21 84
24958
veenastudio
FL Studio MCP Claim 1
An MCP server that connects Claude to FL Studio, allowing the AI to compose mus…
D 42 43 23 26 N/A 24 95
24959
kablewy
Enables AI assistants to control a browser through Playwright and Cloudflare Wo…
D 42 44 42 15 27 81
24960 D 42 33 18 N/A N/A 13 95
24961
FlameZerg
test Claim
D 42 33 18 N/A N/A 10 95
24962
Lee-Becky
budget_api Claim
D 42 43 24 30 N/A 21 92
24963
ruifigueira
Enables AI assistants to perform web automation tasks such as navigation, typin…
D 42 44 42 17 22 84
24964
beparykamrul-dev
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
D 42 44 42 17 26 81
24965
raylow-x
mcpsmith2 Claim
D 42 33 18 N/A N/A 12 95
24966
coji
Journal MCP Server Claim 1
An MCP server that integrates with Claude Desktop for managing personal journal…
D 42 44 33 27 23 81
24967
TranThienTrong
asset-auto-picker Claim 1
An MCP server that provides [describe what your server does]
D 42 43 21 26 N/A 29 95
24968
SaraNazeer27
Dynamically converts any REST service's OpenAPI specification into MCP tools, e…
D 41 44 34 28 16 81
24969
fefergrgrgrg
A lightweight MCP server that enables Cursor Agents to interact with the WorkOS…
D 41 44 32 12 40 82
24970
chinggu88
A server that automatically reviews code style and suggests improvements, with …
D 41 33 18 N/A N/A 7 95
24971
weaviate
An MCP Server to connect to your Weaviate collections as a knowledge base as we…
D 41 44 31 27 27 78
24972
shark-bot-0118
An OpenAI API-based MCP server that provides deep thinking and analysis capabil…
D 41 44 54 0 19 81
24973
milind-kulshrestha
A Model Context Protocol server that provides read-only access to GitHub reposi…
D 41 44 33 27 18 83
24974
wangsijie
An MCP server that enables AI assistants to perform web automation tasks like n…
D 41 44 27 25 27 84
24975
idofrizler
Azure MCP Server Claim 1
An MCP server for interacting with Azure. Contains some common Compute and Netw…
D 41 43 9 36 N/A 39 87
24976
wmarceau
hvac-quotes Claim 1
HVAC equipment RFQ management - submit quotes to distributors
D 41 33 16 N/A N/A 12 95
24977
JoaoA1egre
A Laravel-based MCP server that enables users to browse, search, and import Sta…
D 41 44 42 7 24 85
24978
bmoir23
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
D 41 44 42 12 21 84
24979
seung4027
levmm Claim 1
D 41 33 18 N/A N/A 9 95
24980
Aman-Amith-Shastry
This MCP server enables users to perform scientific computations regarding line…
D 41 55 54 23 0 43 81
24981
MauroCor
MCP-Midscene Claim
A server that allows using natural language to automate test flows with Playwri…
D 41 44 42 17 19 81
24982
samihalawa
Scan QR codes and go! No more troublesome autos or APIs! Send text messages, im…
D 41 55 42 27 0 56 82
24983
KRING-Ventures
Enables AI assistants to control a web browser through tools for navigation, cl…
D 41 44 42 11 21 84
24984
Sign312
yuexia_test Claim 1
yuexia\_test
D 41 43 38 11 N/A 17 94
24985
AI24K
Enables AI assistants to control a browser through a set of tools, allowing the…
D 41 44 42 12 21 83
24986
blacklotusdev8
Greet anyone by name with a friendly hello. Scrape webpages to extract content …
D 41 55 54 33 0 29 81
24987
stuzero
pg-mcp Claim
PG-MCP is an HTTP server implementation that enables AI systems to interact wit…
D 40 43 30 20 N/A 20 87
24988
Djyeigner
mcp-test Claim
D 40 43 24 22 N/A 16 96
24989
potlee
A Model Control Protocol server that enables AI assistants to control a browser…
D 40 44 42 12 21 81
24990
paulhindemith
Enables interaction with Google Analytics 4 data through the Google Analytics D…
D 40 44 42 12 19 81
24991 D 40 33 18 N/A N/A 4 95
24992
kathayl
A Model Control Protocol server that enables AI assistants to control a browser…
D 40 44 42 12 21 81
24993
miguelgarzons
Greet people by name with friendly, personalized messages. Add a warm touch to …
D 40 55 48 35 0 29 81
24994
mcp-fortress
MCP Fortress Claim
Security scanner for MCP servers. Detect vulnerabilities, prompt injection, and…
D 40 55 54 16 0 48 81
24995
redmadrobot-rnd
MCP Registry Claim
A central registry MCP server that routes requests to specialized AI services i…
D 40 44 48 0 40 68
24996
liaotaodcx8
mcp-serverTest
D 40 33 18 N/A N/A 4 95
24997
mifactory-bot
Web scraping for AI agents. Extract text and metadata from any URL worldwide. $…
D 40 43 24 40 25 70
24998
fefergrgrgrg
Frontend Review MCP Claim 1
An MCP server that reviews UI edit requests by comparing before and after scree…
D 40 44 21 20 40 83
24999
Mustafa777770
chinahub-api Claim
F 39 43 24 15 N/A 19 95
25000
Niharikaasopa
GitHub Repo Helper is a simple and beginner-friendly Model Context Protocol (MC…
F 39 43 24 27 N/A 10 92
Showing 24951–25000 of 67226 servers
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