MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 2 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13751
ptrst102
pokemon-gen3-calc-mcp Claim 1
An MCP server that enables accurate status and damage calculations for third-ge…
C 56 55 57 65 46 84 22
13752
jinyinghua
simple-search Claim
Simple Tavily Search MCP Server This is a simplified version of the Tavily se…
C 56 54 36 33 N/A 40 95 81
13753
Aniruddha1202
An advanced web search and scraping server that enables AI models to perform ta…
C 56 66 72 55 0 24 81 99
13754
ag2-mcp-servers
An MCP server for accessing college basketball statistics through the SportsDat…
C 56 55 45 42 21 80 91
13755
InstalabsAI
instagit Claim 1
MCP server for Instagit — AI-powered Git repository analysis for coding agents
C 56 66 51 73 0 55 72 91
13756
arkeodev
Provides a standardized protocol for tool invocation, enabling an AI system to …
C 56 55 78 33 43 76 41
13757
FromZero2One
Demo MCP Server Claim
A demonstration MCP server built with FastMCP that provides basic mathematical …
C 56 55 42 35 27 81 94
13758
trustgraph-ai
Enables web searching through DuckDuckGo and fetching content from webpages. Pr…
C 56 55 42 33 24 81 100
13759
sakthigcp
MCP Server Example Claim
A simple example MCP server that demonstrates basic server functionality and ca…
C 56 54 48 12 N/A 23 95 100
13760
SSAFY-Seoul-Class-7
Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watch…
C 56 54 42 43 N/A 40 95 60
13761
Cayson-Choi
HWP-MCP Claim 2
An MCP server that enables AI models to control Hancom Office Hanword (HWP) doc…
C 56 54 39 41 N/A 25 87 85
13762
kcbabo
my-mcp-server2 Claim 1
A Model Context Protocol server built with FastMCP that features dynamic tool l…
C 56 55 45 25 27 83 100
13763
grzetich
Enables querying real-time adoption metrics, trends, and comparisons for popula…
C 56 66 84 36 0 45 81 90
13764
CooKey-Monster
Ebay MCP Server Claim 1
A Model Context Protocol server that lets you fetch auctions from Ebay.com usin…
C 56 55 63 21 37 81 75
13765
dumyCq
Enables AI agents to search, browse, and book hotels from a database of 2 milli…
C 56 64 66 60 0 20 95 91
13766
Jackie-shi
Looking-Glass-MCP Claim 1
A Model Context Protocol server that provides network probing capabilities thro…
C 56 55 51 28 23 81 94
13767
MemoriLabs
memori-mcp Claim
Memori MCP server — persistent AI memory with recall and augmentation tools
C 56 55 66 0 N/A 59 69 95
13768
robertdcurrier
ERDDAP MCP Server Claim
Access oceanographic and environmental data from 63+ ERDDAP servers worldwide t…
C 56 66 86 42 0 24 82 98
13769
NANDI-Services
nandi-proxmox-mcp Claim
MCP server for Proxmox VE management (VM, LXC, nodes)
C 56 55 56 0 N/A 66 70 99
13770
Jimmy974
A Machine Control Protocol (MCP) server that enables storing and retrieving inf…
C 56 55 54 31 22 81 88
13771
LucasDelgado
A Model Context Protocol server that enables interaction with Chop's Setup syst…
C 56 55 33 60 23 81 80
13772
Alex2Yang97
yahoo-finance-mcp Claim
This is a Model Context Protocol (MCP) server that provides comprehensive finan…
C 56 64 76 26 0 49 95 92
13773
arunmenon
SDK MCP Server Claim
A configurable MCP server providing searchable access to AI/ML SDK source code …
C 56 55 48 22 34 80 99
13774
xiaobenyang-com
Hugeicons Claim
Hugeicons MCP Server is a TypeScript based server that provides integrated tool…
C 56 64 72 66 0 45 95 55
13775
piexl
CAD-MCP Claim
Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through…
C 56 54 54 27 N/A 21 95 80
13776
sarunasdaujotis
Enables Large Language Models to access real-time data on Vilnius public transp…
C 56 55 68 27 13 81 80
13777
xiaobenyang-com
rfc-server Claim 1
An MCP server for obtaining, parsing and reading RFC documents from the ietf.or…
C 56 64 57 67 0 45 95 72
13778
kibela
Kibela MCP Server Claim 1
A Model Context Protocol server that allows AI applications to interact with Ki…
C 56 66 53 51 0 66 81 100
13779
Dhenenjay
Enables MCP clients to access Google Earth Engine's satellite imagery and geosp…
C 56 64 94 0 0 56 95 95
13780
antunesgabriel
Hello Claim
Greet anyone instantly with a simple command. Use a ready-made prompt to craft …
C 56 54 42 47 N/A 18 95 71
13781
jikime
MCP server that provides Korean weather information using grid coordinates and …
C 56 55 66 31 18 81 75
13782
getDynamoi
Dynamoi Claim
Promote music on Spotify and grow YouTube channels through AI-powered Meta and …
C 56 66 84 10 0 65 89 95
13783
xiaobenyang-com
star Claim
A fully functional constellation MCP (Model Context Protocol) service, providin…
C 56 64 72 67 0 45 95 56
13784
sohumsuthar
portfolio-mcp Claim 1
An MCP server for managing MDX blog posts and project data with built-in Git in…
C 56 66 63 67 0 30 76 99
13785
julien-nc
C411 MCP Server Claim 1
Enables searching torrents, fetching metadata, and downloading torrent files fr…
C 56 55 74 0 30 78 97
13786
ref-tools
Widget MCP Claim
Adds interactive widgets to LLM chats for common tasks like timers, stopwatches…
C 56 66 62 53 0 46 81 97
13787
aryankeluskar
Search your Flashback video library with natural language to instantly find rel…
C 56 66 60 70 0 26 81 94
13788
teilorbarcelos
MCP Apps Server Claim 1
An MCP server template for building ChatGPT-compatible React widgets using the …
C 56 55 45 27 24 83 98
13789
oofengoo
A custom MCP protocol service that enhances AI models by providing multilingual…
C 56 55 56 82 22 81 23
13790
ClearMind1
minio_mcp Claim
A FastMCP-based server that enables uploading text and base64-encoded content t…
C 56 55 48 33 27 82 87
13791
ChiragAgg5k
PokeMCP Claim 1
An MCP server that provides detailed Pokémon information by integrating with th…
C 56 55 47 27 23 81 100
13792
crowwan
Enables comprehensive control of Korean Hangul (HWP) documents with 59 features…
C 56 54 48 38 N/A 21 89 78
13793
pinzonjulian
An MCP server that provides access to up-to-date Stimulus JS documentation dire…
C 56 55 45 27 26 80 100
13794
ravinahp
Enables searching and retrieving detailed flight information using the Duffel A…
C 56 66 84 37 0 48 81 87
13795
GongRzhe
An MCP server that enables secure terminal command execution, directory navigat…
C 56 64 63 36 0 62 87 99
13796
lclpedro
MySQL Managing MCP Claim
Enables interaction with MySQL databases through tools for listing tables, quer…
C 56 55 48 27 25 81 100
13797
Paul-Bonneville-Labs
neemee-mcp Claim 1
MCP client library and bridge for Neemee personal knowledge management system
C 56 55 64 10 N/A 60 70 79
13798
leecj
deepwiki-mcp Claim
C 56 66 60 55 0 57 82 90
13799
lsj210001
qlib-mcp Claim 2
An MCP server for the Microsoft Qlib quantitative research platform that enable…
C 56 54 45 31 N/A 27 90 87
13800
guirguispierre
Spotify MCP Claim
Enables remote interaction with Spotify through the Model Context Protocol, all…
C 56 55 66 0 35 81 99
Showing 13751–13800 of 33790 servers
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