MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24951
dylanc1317-create
Manage leads and insights for NZ trade businesses via LeadCloser AI.
D 42 33 16 N/A N/A 15 95
24952
namyoungpark-2
A fully automated system that analyzes Django REST Framework ViewSets to genera…
D 42 44 42 22 18 81
24953
teifidebugger
Enables AI assistants to control a browser through Cloudflare Workers, allowing…
D 42 44 42 17 23 81
24954
raylow-x
mcpsmith2 Claim
D 42 33 18 N/A N/A 12 95
24955
NektoNeo
Enables AI assistants to control a browser through Playwright automation tools,…
D 42 44 42 15 24 81
24956
sokunmin
mcp-proxy Claim
mcp proxy
D 42 44 48 17 16 81
24957
dillip285
A Model Context Protocol server that enables Claude to manage software developm…
D 42 43 33 31 N/A 17 84
24958
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
24959
JunZero08
JunZero_08 Claim
My own Server
D 42 33 18 N/A N/A 12 95
24960
xvv6u577
Enables AI assistants to control a browser through a set of tools, allowing the…
D 42 44 42 17 21 83
24961
Lee-Becky
budget_api Claim
D 42 43 24 30 N/A 21 92
24962
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
24963
cgollakotanskp
testrepo Claim
D 42 33 18 N/A N/A 13 95
24964
ruifigueira
Enables AI assistants to perform web automation tasks such as navigation, typin…
D 42 44 42 17 22 84
24965
beparykamrul-dev
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
D 42 44 42 17 26 81
24966
elvisleyva49
MCP Server Demo Claim
A minimal WebSocket-based MCP server implementation that enables modern tool in…
D 42 44 42 20 21 81
24967
FlameZerg
test Claim
D 42 33 18 N/A N/A 10 95
24968
shark-bot-0118
An OpenAI API-based MCP server that provides deep thinking and analysis capabil…
D 41 44 54 0 19 81
24969
fefergrgrgrg
A lightweight MCP server that enables Cursor Agents to interact with the WorkOS…
D 41 44 32 12 40 82
24970
wmarceau
hvac-quotes Claim 1
HVAC equipment RFQ management - submit quotes to distributors
D 41 33 16 N/A N/A 12 95
24971
samihalawa
Scan QR codes and go! No more troublesome autos or APIs! Send text messages, im…
D 41 55 42 27 0 56 82
24972
MauroCor
MCP-Midscene Claim
A server that allows using natural language to automate test flows with Playwri…
D 41 44 42 17 19 81
24973
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
24974
chinggu88
A server that automatically reviews code style and suggests improvements, with …
D 41 33 18 N/A N/A 7 95
24975
JoaoA1egre
A Laravel-based MCP server that enables users to browse, search, and import Sta…
D 41 44 42 7 24 85
24976
blacklotusdev8
Greet anyone by name with a friendly hello. Scrape webpages to extract content …
D 41 55 54 33 0 29 81
24977
Aman-Amith-Shastry
This MCP server enables users to perform scientific computations regarding line…
D 41 55 54 23 0 43 81
24978
wangsijie
An MCP server that enables AI assistants to perform web automation tasks like n…
D 41 44 27 25 27 84
24979
bmoir23
Enables AI assistants to control a browser through Playwright on Cloudflare Wor…
D 41 44 42 12 21 84
24980
KRING-Ventures
Enables AI assistants to control a web browser through tools for navigation, cl…
D 41 44 42 11 21 84
24981
AI24K
Enables AI assistants to control a browser through a set of tools, allowing the…
D 41 44 42 12 21 83
24982
weaviate
An MCP Server to connect to your Weaviate collections as a knowledge base as we…
D 41 44 31 27 27 78
24983
SaraNazeer27
Dynamically converts any REST service's OpenAPI specification into MCP tools, e…
D 41 44 34 28 16 81
24984
seung4027
levmm Claim 1
D 41 33 18 N/A N/A 9 95
24985
milind-kulshrestha
A Model Context Protocol server that provides read-only access to GitHub reposi…
D 41 44 33 27 18 83
24986
Sign312
yuexia_test Claim 1
yuexia\_test
D 41 43 38 11 N/A 17 94
24987
miguelgarzons
Greet people by name with friendly, personalized messages. Add a warm touch to …
D 40 55 48 35 0 29 81
24988
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
24989
kathayl
A Model Control Protocol server that enables AI assistants to control a browser…
D 40 44 42 12 21 81
24990
mcp-fortress
MCP Fortress Claim
Security scanner for MCP servers. Detect vulnerabilities, prompt injection, and…
D 40 55 54 16 0 48 81
24991
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
24992
paulhindemith
Enables interaction with Google Analytics 4 data through the Google Analytics D…
D 40 44 42 12 19 81
24993 D 40 33 18 N/A N/A 4 95
24994
potlee
A Model Control Protocol server that enables AI assistants to control a browser…
D 40 44 42 12 21 81
24995
Djyeigner
mcp-test Claim
D 40 43 24 22 N/A 16 96
24996
mifactory-bot
Web scraping for AI agents. Extract text and metadata from any URL worldwide. $…
D 40 43 24 40 25 70
24997
liaotaodcx8
mcp-serverTest
D 40 33 18 N/A N/A 4 95
24998
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
24999
mifactory-bot
Persistent memory for AI agents across Claude, ChatGPT and any MCP client.
F 39 43 24 38 25 70
25000
Mustafa777770
chinahub-api Claim
F 39 43 24 15 N/A 19 95
Showing 24951–25000 of 66534 servers
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