MCP Server Quality Scores

Independent quality analysis of 33593 public MCP servers

33593
Discovered
28343
Scored
1966
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10051
guzyang
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
C 66 55 48 68 27 81 100
10052
convertguru
File Convert MCP Server
C 66 55 72 41 39 81 92
10053
NinjaEde
A Model-Context-Protocol server that provides a read-only interface to ProAlpha…
C 66 55 72 43 39 81 92
10054
Three-Little-Birds
XFOIL MCP Server Claim
Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…
C 66 55 48 70 N/A 49 95 67
10055
pallaprolus
mendeley-mcp Claim 1
MCP server for Mendeley reference manager. Search your library, browse folders,…
C 66 55 61 41 51 81 99
10056
mrwan84
ThinkPLC-MCP Claim
Enables AI assistants to interact with SIEMENS PLC S7-1500/1200 controllers thr…
C 66 55 60 66 27 76 93
10057
smartzan63
lucid-mcp-server Claim
C 66 54 60 60 N/A 69 95 44
10058
punkpeye
mcp-animal-of-the-day Claim 1
Explore a new amazing animal every single day!
C 66 55 36 87 N/A 45 95 65
10059
gongjiaben
A powerful speech-to-text MCP server that supports multiple audio formats and r…
C 66 54 54 68 N/A 22 95 82
10060
anupamsharnagat
A Python-based demonstration server showcasing multiple Model Context Protocol …
C 66 55 86 30 22 83 100
10061
maoxiaoke
A Node.js server that provides advanced video and image processing capabilities…
C 66 55 60 100 N/A 22 95 38
10062
digithree
AutoMac MCP Claim
An experimental MCP server providing full control over the macOS user interface…
C 66 54 72 28 N/A 42 89 99
10063
flying3615
Provides comprehensive stock analysis tools including chip distribution, patter…
C 66 55 66 82 72 81 26
10064
gchallen
Enables retrieval of health data from Withings smart scales including weight me…
C 66 55 72 75 N/A 22 95 48
10065
QuentinCody
CIViC MCP Server Claim
Enables structured queries and data analysis of cancer genomics information by …
C 66 55 84 43 36 80 77
10066
conshus
A remote MCP server for Cloudflare Workers featuring built-in GitHub OAuth for …
C 66 55 60 62 26 80 97
10067
netixc
SearXNG MCP Server Claim
Provides privacy-focused web search capabilities through SearXNG metasearch eng…
C 66 55 58 58 40 81 92
10068
linxule
MinerU Claim
MinerU document parsing API — PDFs, images, DOCX, PPTX with OCR and batch proce…
C 66 55 54 72 N/A 36 76 90
10069
jonmmease
jons-mcp-java Claim
Provides Java development capabilities through Eclipse JDT.LS, enabling symbol …
C 66 54 72 33 N/A 24 94 97
10070
kozokaAI
AS400 MCP Server Claim
Enables development support for AS400/IBM i systems by providing read-only acce…
C 66 55 66 41 67 80 78
10071
chuckmeyer
hello-mcp Claim
A minimal learning-focused MCP server that demonstrates core primitives like to…
C 66 55 60 52 35 82 96
10072
BACH-AI-Tools
Enables users to access the Realty In Ca1 API to search for residential and com…
C 66 55 56 100 45 81 38
10073
Garblesnarff
Provides 14 comprehensive tools for geocoding, navigation, and visual mapping u…
C 66 55 58 51 46 82 93
10074
anshulpatre
A production-ready server that connects LLMs and AI agents (Claude, ChatGPT) to…
C 66 54 72 43 N/A 16 95 95
10075
Kaiohz
MCP Perplexica Claim
Enables LLMs to perform web searches through Perplexica with multiple focus mod…
C 66 55 62 61 29 81 88
10076
jaokuohsuan
Draw Things MCP Claim 1
An integration that allows Cursor AI to generate images through the Draw Things…
C 66 54 60 55 N/A 35 88 88
10077
vinsidious
Whodis MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to check domain name…
C 66 55 51 63 36 82 94
10078
Intradyne
ChatGPT-like AI that runs 100% locally on your hardware. No subscriptions, no c…
C 66 54 66 33 N/A 40 90 100
10079
boristopalov
Spotify MCP Server Claim 1
Connects Claude with Spotify, enabling playback control, search functionality, …
C 66 54 78 36 N/A 23 95 88
10080
luxiaolei
Tiger MCP Claim
Enables trading and market analysis through Tiger Brokers API integration. Prov…
C 66 55 72 38 46 81 93
10081
RookieCol
Enables cross-chain cryptocurrency swap quotes and operations using the deBridg…
C 66 55 72 47 24 81 96
10082
physictim
THSRC MCP Server Claim
Enables real-time Taiwan High Speed Rail (THSRC) information queries including …
C 66 55 54 82 42 81 64
10083
mohelhamdani
Provides access to real-time currency exchange rates, live stock market data vi…
C 66 55 54 62 30 80 98
10084
danielcy
Exposes Coze workflows as MCP tools, allowing AI clients to discover and execut…
C 66 55 78 43 34 81 87
10085
apappascs
An MCP server implementation that integrates the Tavily Search API, providing o…
C 66 55 79 38 38 81 90
10086
HeshamFS
Provides AI assistants with access to materials science databases, enabling sea…
C 66 55 60 41 47 82 100
10087
kanlanc
Lodestar MCP Server Claim 1
This is an MCP server that facilitates building tools for interacting with vari…
C 66 54 50 67 N/A 20 90 94
10088
Traia-IO
Nager MCP Server Claim
Provides access to the Nager.Date Public Holiday API for querying global holida…
C 66 54 68 43 N/A 27 90 96
10089
Peterson047
Enables control of a Minecraft server through RCON commands via natural languag…
C 66 54 70 41 N/A 23 95 92
10090
i-richardwang
Vision MCP Claim
Enables image analysis and understanding using Vision Language Models through O…
C 66 55 66 46 45 81 91
10091
bStyler
Enables users to fetch transcripts and comments from public Loom video URLs. It…
C 66 55 60 57 27 81 100
10092
inventer-dev
Internet speed testing with network performance metrics including download/uplo…
C 66 55 66 33 68 82 88
10093
ZoemDoef
Cisco FMC MCP Server Claim 1
A read-only Model Context Protocol server that enables LLMs to query Cisco Fire…
C 66 55 60 47 42 80 99
10094
skurekjakub
MCP server providing Git-related functionalities, primarily a tool to generate …
C 66 55 74 82 N/A 29 95 35
10095
RadonX
MCP TriliumNext Claim 1
A Model Context Protocol server enabling AI assistants to interact with Trilium…
C 66 55 69 100 25 81 35
10096
mcgiverdev
A modular MCP server that connects to external APIs, providing tools for weathe…
C 66 55 72 82 25 81 56
10097
rafabarbosa
Webhooks MCP Claim
Enables sending HTTP requests to webhooks with dynamic parameters, supporting a…
C 66 55 66 61 25 81 87
10098
ayyappachinpandi
MCP Calculator Server Claim 1
A minimal Model Context Protocol server that provides basic arithmetic tools an…
C 66 55 62 55 27 82 100
10099
jarmentor
Enables semantic code search across multiple repositories using AST-aware chunk…
C 66 54 76 30 N/A 24 95 94
10100
chadismoving
Enables deployment of MCP servers to Cloudflare Workers without authentication …
C 66 55 72 60 23 81 84
Showing 10051–10100 of 33593 servers
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