MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10901
Epiphany-0312
Genanki MCP Server Claim
Enables automated generation of Anki flashcard decks with rich CSS templates an…
C 64 55 66 73 25 81 63
10902
melvi24
Enables AI clients like Cursor and Claude Desktop to interact with the MelviCha…
C 64 54 66 41 N/A 22 87 97
10903
tao-Lionel
MCP Browser Logger Claim 1
An MCP server that captures browser console logs and network requests via the C…
C 64 55 57 100 N/A 27 95 24
10904
tuncer-byte
CURSOR25X Claim 1
An interactive task loop MCP server for Cursor IDE that enables continuous web …
C 64 54 66 27 N/A 44 90 94
10905
Franciskkang
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 64 54 66 65 N/A 34 90 56
10906
andrey-zhuravl
MCP Desktop Tools Claim
Enables searching text across configured local workspaces using ripgrep. Provid…
C 64 54 60 28 N/A 44 95 91
10907
yuv24793
custom-mcp-server Claim 1
An MCP server that provides custom functionality.
C 64 54 33 62 N/A 29 94 100
10908
ruudmens
Koppla Claim
A Model-Context-Protocol (MCP) Server for Active Directory
C 64 54 78 46 N/A 41 90 57
10909
dinek-k
A Model Context Protocol server providing tools for SQLite database operations …
C 64 55 71 91 21 81 40
10910
bensinclair
Weather MCP Server Claim 1
A Model Context Protocol server that retrieves current weather information for …
C 64 55 59 100 20 81 41
10911
schwim23
MyAIGist MCP Claim
A local document intelligence and knowledge management server for Claude Deskto…
C 64 54 72 31 N/A 22 92 97
10912
SalmanFaris7
Provides secure access to penetration testing tools from Kali Linux including n…
C 64 54 68 37 N/A 19 95 92
10913
ShaoRou459
Memos MCP Server Claim
Enables AI agents to interact with Memos instances for personal note-taking and…
C 64 55 60 41 39 81 100
10914
ferocknew
Enables natural language 3D modeling in Fusion 360 through an MCP server that t…
C 64 54 66 43 N/A 21 95 85
10915
aadilakbar
Enables AI assistants to interact with Odoo data using natural language to sear…
C 64 55 54 46 47 80 95
10916
YomenStyle
An MCP server for indexing and querying Unreal Engine C++ codebases using a loc…
C 64 54 67 28 N/A 35 95 92
10917
akiojin
PlayFab MCP Server Claim
A server that enables LLMs (like Claude and VSCode Copilot) to interact with Az…
C 64 55 56 53 79 83 54
10918
alberthild
shieldapi-mcp Claim
Security intelligence for AI agents: password breach checks (900M+ HIBP hashes)…
C 64 66 72 70 0 70 80 98
10919
SaptaDey
NexusMind Claim 1
An MCP server that leverages graph structures to perform sophisticated scientif…
C 64 55 45 65 36 81 92
10920
sinagilassi
MoziChem-MCP Claim
Enables AI assistants to perform complex chemical engineering calculations incl…
C 64 55 66 82 44 81 38
10921
afshawnlotfi
A Model Context Protocol server that provides browser automation capabilities u…
C 64 54 65 53 N/A 13 82 99
10922
kuai0901
iRAG MCP Server Claim 2
A Model Context Protocol server that enables Claude Desktop to generate images …
C 64 55 57 75 22 80 76
10923
james116blue
Incident forensic with log files analyzing
C 64 54 62 38 N/A 31 95 91
10924
Oanakiaja
A chrome extension bridge that allows you to connect to a mcp server to use glo…
C 64 54 64 22 N/A 49 95 90
10925
aardpro
Enables AI assistants to convert text to high-quality speech audio using MeloTT…
C 64 54 80 56 N/A 42 90 41
10926
Gorvey
A Model Context Protocol server that allows AI development tools like Cursor an…
C 64 55 47 68 50 80 76
10927
EricGrill
MCP Bitcoin CLI Claim 2
Enables interaction with Bitcoin's blockchain through Claude to embed and read …
C 64 55 68 46 29 80 90
10928
Zolo-Ryan
MarketAuxMcpServer Claim 1
MCP server for comprehensive market and financial news search with advanced fil…
C 64 55 51 68 22 80 91
10929
trillium
Talon MCP Claim 2
An MCP server for the Talon accessibility framework that surfaces logs, configu…
C 64 54 39 61 N/A 27 90 99
10930
YoshiSaurus
mcp-otle Claim 1
An MCP server that simulates the Chipotle ordering experience, allowing AI agen…
C 64 55 51 53 35 82 97
10931
jalehman
MCP Sage Claim 1
An MCP server that provides tools for getting second opinions or detailed code …
C 64 55 51 70 24 81 89
10932
SAK1337
Zerion MCP Server Claim
Enables AI assistants to access cryptocurrency portfolio management, DeFi posit…
C 64 55 54 82 49 81 48
10933
SuperPyonchiX
Excel MCP Server Claim 1
A Model Context Protocol server that enables AI agents to freely operate Excel …
C 64 54 45 67 N/A 39 89 80
10934
itoyuya1005
A template for deploying MCP servers without authentication on Cloudflare Worke…
C 64 55 48 71 29 82 82
10935
atimevil
Enables interaction with the Dreamhack wargame platform to fetch problem lists,…
C 64 55 60 62 21 81 89
10936
3rzy
Make MCP Server Claim 1
An integration server that allows Claude Desktop to communicate with Make (form…
C 64 54 66 43 N/A 18 91 93
10937
codyde
MCP File Server Claim 1
Enables AI models to perform file system operations (reading, creating, and lis…
C 64 54 54 58 N/A 20 95 86
10938
RaulCalderon
Fetches current weather information for any city using the Open-Meteo API throu…
C 64 55 70 36 41 81 90
10939
liuyoshio
MCP Compass Claim 1
MCP Compass is a discovery and recommendation service that assists AI assistant…
C 64 64 90 61 0 45 95 92
10940
whdghk1907
Provides comprehensive statistics and advanced analysis tools for the Korean st…
C 64 55 78 68 21 81 57
10941
mrseanchow
Cowsay MCP Server Claim
Enables language models to generate fun ASCII art featuring cows and other char…
C 64 66 90 62 0 59 74 100
10942
NanguangChou
An MCP server providing AI image generation via Jimeng models, specifically des…
C 64 55 47 82 18 81 81
10943
yangkyeongmo
Enables integration with OpenMetadata by wrapping its REST API for standardized…
C 64 55 60 35 63 78 90
10944
payelink
paylink Claim
A payment framework that helps developers easily integrate payments into their …
C 64 64 90 68 0 42 95 86
10945
chuljung
A starter project designed to quickly build and deploy Model Context Protocol (…
C 64 54 60 72 N/A 32 89 56
10946
Traia-IO
Enables AI agents to interact with the Nager MCP UI API through standardized Mo…
C 64 55 68 41 27 82 95
10947
inovexcorp
Mobi MCP Server Claim 1
A Model Context Protocol server that enables AI models to interact with Mobi in…
C 64 55 57 55 37 81 88
10948
ddoriboo
Provides FSS (Korean Financial Supervisory Service) pension data to AI models l…
C 64 55 72 63 39 81 53
10949
lmorchard
Provides access to Brian Eno and Peter Schmidt's Oblique Strategies card deck t…
C 64 55 70 31 31 84 99
10950
jakedx6
Provides comprehensive project management capabilities through the Helios-9 API…
C 64 66 84 68 0 62 81 90
Showing 10901–10950 of 30006 servers
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