MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12601
aungkoko-coding
A template for deploying a remote Model Context Protocol (MCP) server on Cloudf…
C 60 55 54 57 26 80 75
12602
gglessner
Endevor-MCP Claim 1
A Model Context Protocol server providing 43 tools for Broadcom Endevor SCM int…
C 60 55 45 41 43 80 95
12603
ramaris-app
mcp-server Claim
On-chain wallet analytics and trading strategies on Base for AI assistants
C 60 64 66 70 0 45 83 95
12604
NNNNzs
A FastMCP-based tool for monitoring server statistics that retrieves CPU, memor…
C 60 55 60 100 22 81 19
12605
jordy33
Provides two Model Context Protocol servers that enable controlling IoT devices…
C 60 55 64 31 19 81 99
12606
coffee-fuelled-code
mcp-pageshot Claim
Paste a URL to see exactly how it renders as a social card on Twitter, LinkedIn…
C 60 55 72 0 53 81 96
12607
shibley
Check real-time operational status of 114+ cloud services and APIs (AWS, GitHub…
C 60 55 66 0 62 81 100
12608
Alberto-Codes
docvet Claim
Docstring quality vetting for Python -- enrichment, freshness, coverage, and pr…
C 60 66 78 31 0 89 84 91
12609
mike-pete
Remote MCP server that can be deployed on Cloudflare Workers without authentica…
C 60 55 48 66 21 81 75
12610
LiusCraft
A Model Context Protocol server that enables large language models to interact …
C 60 55 39 68 22 76 88
12611
PhialsBasement
Acts as a bridge between AI models and Google's PageSpeed Insights API, enablin…
C 60 66 74 70 0 47 81 90
12612
dslans
Enables comprehensive healthcare data analysis using Tuva Health demo data with…
C 60 55 72 31 22 81 88
12613
wassima-azzouzi
An interactive travel planning server that integrates flight searching, weather…
C 60 55 66 42 25 77 85
12614
chipocrudos
Tasks MCP Server Claim
Enables task management through natural language commands in English or Spanish…
C 60 55 66 25 24 81 97
12615
3351163616
MCP PDF Reader Claim 1
Intelligent PDF processing server that automatically detects PDF types (text or…
C 60 55 60 82 N/A 24 95 23
12616
nmichaud0
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
C 60 66 78 58 0 42 81 100
12617
pinion05
Claude Code can't do everything well. This MCP covers Claude Code's weaknesses …
C 60 54 42 50 N/A 20 87 100
12618
a05031113
Enables querying Yahoo Finance data including stock prices, historical data, fi…
C 60 55 60 36 16 81 100
12619
JackKuo666
Sci-Hub MCP Server Claim
Enables AI assistants to search for academic papers by DOI, title, or keywords …
C 60 55 64 30 19 81 100
12620
jeweis
A FastMCP-based server that enables executing Microsoft SQL Server data queries…
C 60 55 62 31 45 81 83
12621
xpqz
APLCart MCP Server Claim 2
An MCP server providing access to the APLCart idiom collection with semantic se…
C 60 55 53 32 36 81 100
12622
smithery-ai
A simple Typescript MCP server built using the official MCP Typescript SDK and …
C 60 66 96 42 0 42 81 96
12623
lukaskostka99
mm-mcp Claim
C 60 54 44 48 N/A 22 90 90
12624
landscapedotcl
MCP Veracode Claim 1
An MCP server that enables users to interact with Veracode security services th…
C 60 55 33 67 35 76 91
12625
BrockReece
Enables programmatic creation of Whimsical diagrams from Mermaid markup generat…
C 60 55 66 82 28 81 28
12626
mrwan84
WinCC Unified MCP XT Claim 1
An MCP server that interfaces with SIEMENS WinCC Unified SCADA systems via Grap…
C 60 55 33 71 24 76 95
12627
Nihilantropy
godot-mcp-docs Claim 1
Provides AI assistants with access to the complete Godot Engine documentation, …
C 60 54 41 32 N/A 40 95 97
12628
Jktfe
myAI Memory Sync Claim
An MCP tool that synchronizes user preferences, personal details, and code stan…
C 60 55 72 22 27 81 92
12629
banique15
Simple MCP Server Claim
A minimalist MCP server that provides a single tool to retrieve a developer nam…
C 60 55 66 36 18 81 93
12630
aerialcombat
Smithery Scaffold Claim
Provide a scaffold for building MCP servers with tools and resources integratio…
C 60 54 30 52 N/A 19 95 100
12631
strickvl
MCP Beeminder Server Claim 2
An MCP server that provides AI assistants access to the Beeminder API, allowing…
C 60 55 51 42 37 80 92
12632
jbwcloudflare
A tool for deploying a remote Model Context Protocol server on Cloudflare Worke…
C 60 55 48 66 38 80 66
12633
121yaseen
Implements a Model Context Protocol server that connects with Zerodha Kite API,…
C 60 55 54 65 21 81 72
12634
Dosugamea
A server that enables Claude 3.7 and other AI agents to access VOICEVOX-compati…
C 60 55 48 100 41 81 22
12635
tfiatlux
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 60 54 54 63 N/A 29 95 48
12636
zeloras
MyShows MCP Server Claim 1
A Model Context Protocol server that enables connecting LangChain or LangGraph …
C 60 55 33 41 59 81 95
12637
hunterphillips
sn-mcp Claim
Provides AI assistants with read access to ServiceNow instances to aid in build…
C 60 55 54 38 30 81 97
12638
zzenonn
A Python-based template for creating modular command center servers using the M…
C 60 55 62 35 18 81 98
12639
RalphLi213
Transforms chat conversations with AI into structured markdown summaries and au…
C 60 54 54 30 N/A 23 95 92
12640
sebszczec
Enables control of Pi-hole v6 ad blocking, allowing users to toggle DNS blockin…
C 60 55 54 37 25 82 99
12641
AInoob
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
C 60 55 54 57 26 81 77
12642
dufangshi
A TypeScript MCP server for launching, tracking, and managing external coding-a…
C 60 55 72 60 37 81 41
12643
ag2-mcp-servers
An MCP server that provides access to the Interzoid GetWeatherCity API, allowin…
C 60 54 45 52 N/A 21 90 88
12644
CaptainCrouton89
Enables running multiple Claude prompts simultaneously in parallel with support…
C 60 55 54 57 23 71 91
12645
vigenere92
Enables intelligent discovery and recommendation of Python tools using Google G…
C 60 55 66 31 26 81 89
12646
olaxbt
A bridge that connects Dune Analytics blockchain data to AI applications throug…
C 60 55 58 43 16 81 94
12647
plgonzalezrx8
EasyWebhook-MCP Claim
Enables Claude to send webhooks to Discord, Slack, or any custom HTTP endpoint …
C 60 55 60 38 24 80 93
12648
migusdn
A Model Context Protocol server for interacting with Korea Investment & Securit…
C 60 55 45 37 49 76 99
12649
szcharlesji
Real-time access to cryptocurrency data from the CoinMarketCap API.
C 60 66 82 65 0 37 83 90
12650
Omarzipan
Remote MCP Server Claim
A Cloudflare Workers-based Model Context Protocol server that enables Claude De…
C 60 55 54 52 26 81 82
Showing 12601–12650 of 67226 servers
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