MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28827
Scored
2087
Verified
16951
Complete

Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11051
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
11052
Semutireng22
Monad MCP Server Claim
Enables interaction with the Monad testnet to check balances, examine transacti…
C 64 55 60 42 42 81 94
11053
elieworkspace
Enables interaction with Rocket.Chat instances through MCP protocol. Allows use…
C 64 54 54 43 N/A 22 95 99
11054
zhangzhefang-github
MCP Add Server Claim
A minimal Model Context Protocol server that provides a simple add(a, b) tool f…
C 64 55 54 82 48 83 46
11055
joergmichno
clawguard-mcp Claim
Security scanner for AI agents that detects prompt injections using 42+ regex p…
C 64 66 90 63 0 48 82 100
11056
y-nihat
Math MCP Server Claim
Provides mathematical operations through MCP, enabling addition and multiplicat…
C 64 55 60 38 36 82 100
11057
kukapay
whereami-mcp Claim
A lightweight mcp server that tells you exactly where you are.
C 64 55 66 33 38 83 100
11058
SLdragon
Enables creating and managing user profiles with interactive elicitation capabi…
C 64 55 68 58 27 80 77
11059
DXC-Lab-Linkage
Enables interaction with PostgreSQL databases through both HTTP and Stdio trans…
C 64 55 72 43 24 81 94
11060
marcoaapfortes
Mantic.sh Claim
A structural code search engine for Al agents.
C 64 64 90 58 0 67 88 87
11061
sunub
Search your Obsidian vault to quickly find notes by title or keyword, summarize…
C 64 66 90 65 0 70 81 84
11062
benzsevern
DevPilot Claim
Dev server supervisor for AI coders. Manages dev server lifecycles, detects rel…
C 64 55 70 10 66 81 98
11063
benshabbat
Enables full automation of Sport5 Fantasy League management including team anal…
C 64 54 78 62 N/A 21 90 55
11064
JaeAeich
Poiesis MCP Server Claim
Enables AI assistants to create, monitor, and manage computational tasks throug…
C 64 55 86 68 44 81 29
11065
Chenghao-Wu
MCP LAMMPS Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with LAM…
C 64 55 71 27 51 81 90
11066
Symfomany
Enables management of culinary recipes through web scraping from sites like Mar…
C 64 55 60 45 30 81 98
11067
kenjihikmatullah
Integrates Productboard API into agentic workflows, allowing interaction with c…
C 64 66 96 62 0 40 81 98
11068
adhinugroho1711
A collection of Model Context Protocol servers for cryptocurrency APIs (CoinGec…
C 64 54 66 40 N/A 18 95 90
11069
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
11070
itoyuya1005
A template for deploying MCP servers without authentication on Cloudflare Worke…
C 64 55 48 71 29 82 82
11071
harishivam1411
A demonstration implementation of a Model Context Protocol server that provides…
C 64 54 66 33 N/A 21 95 100
11072
EricLott
Allows Large Language Models to interact with Kroger's grocery services, enabli…
C 64 55 54 46 36 82 99
11073
afshawnlotfi
A Model Context Protocol server that provides browser automation capabilities u…
C 64 54 65 53 N/A 13 82 99
11074
FarhanAliRaza
Provides semantic code search capabilities that run 100% locally using Embeddin…
C 64 54 64 30 N/A 35 95 91
11075
atishayjn
Provides comprehensive financial data from Yahoo Finance, enabling retrieval of…
C 64 55 60 40 42 82 94
11076
landermkerbey
ragmacs-mcp Claim
Provides LLMs with live introspective access to a running Emacs instance to eva…
C 64 54 54 55 N/A 28 82 96
11077
ohare93
MCP SSH SRE Claim 1
Provides read-only server monitoring and diagnostic tools for AI assistants to …
C 64 55 60 41 55 81 86
11078
despinozap
Enables interaction with Google Calendar services through the Model Context Pro…
C 64 55 56 55 29 82 91
11079
lienhage
Blockchain MCP Server Claim 2
A Model Context Protocol server providing Ethereum blockchain tools, including …
C 64 55 57 62 25 76 91
11080
999luan
This MCP ensures consistent naming conventions for variables, database structur…
C 64 54 72 42 N/A 16 92 89
11081
ArjanLig
Strava Training MCP Claim 1
Connect Strava training data to Claude for training load analysis and activity …
C 64 55 90 0 N/A 52 81 96
11082
ZyrticX
N8N MCP Server Claim
Enables Claude Desktop to integrate with n8n workflow automation platform throu…
C 64 55 72 42 21 81 97
11083
PhialsBasement
A Model Context Protocol server that enables Claude to perform web research by …
C 64 64 85 60 0 53 88 100
11084
ArjunCodess
Connects AI tools to Storyblok CMS, allowing users to manage content through na…
C 64 55 70 82 43 81 33
11085
lzsheng
Yapi Auto MCP Server Claim 1
An MCP server for the YApi platform that allows AI assistants to search, create…
C 64 55 39 68 51 80 84
11086
alberthild
shieldapi-mcp Claim
Security intelligence for AI agents: password breach checks (900M+ HIBP hashes)…
C 64 66 72 70 0 70 80 98
11087
TamiShaks-2
git-context-mcp Claim
Local MCP server that provides structured Git repository analysis (project stat…
C 64 54 60 50 N/A 25 90 87
11088
94halldah
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 64 55 48 67 30 84 85
11089
nnaveenraju
Provides a persistent, vendor-neutral memory layer that allows AI tools and age…
C 64 54 78 0 N/A 63 91 92
11090
nbrain-team
Enables GPT-5 inference via OpenAI API with configurable reasoning effort, verb…
C 64 55 54 63 25 81 92
11091
x51xxx
codex-mcp-tool Claim
MCP server that connects your IDE or AI assistant to Codex CLI for code analysi…
C 64 64 84 70 0 68 95 71
11092
ricauts
CyberMCP Claim 2
A Model Context Protocol server designed for testing backend APIs for security …
C 64 55 63 82 56 81 29
11093
curio184
Zaifer-MCP Claim
Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchang…
C 64 55 66 38 37 82 93
11094
Kalypsokichu-code
Enables AI-powered generation of styled QR codes with 10 design presets, suppor…
C 64 66 84 71 0 45 81 100
11095
llxxbb
MCP-Prototype Claim
Enables AI to create interactive HTML-based software prototypes with navigation…
C 64 54 74 26 N/A 37 95 80
11096
shinichi-takayanagi
A server that connects to the Health Planet API to fetch and provide weight mea…
C 64 55 60 60 49 80 70
11097
Brett777
Provides real-time weather data for cities worldwide using the Open-Meteo API, …
C 64 55 78 33 22 81 99
11098
yutakobayashidev
A Cloudflare Workers-based server that extracts clean, formatted text from web …
C 64 55 48 62 46 82 80
11099
1049861657
A modular dynamic API server based on the MCP protocol that provides rich tool …
C 64 55 66 100 28 76 36
11100
ConectcarData
Enables LLMs and AI agents to securely query and interact with Amazon Redshift …
C 64 55 72 43 19 81 95
Showing 11051–11100 of 33692 servers
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