MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12801
Myk3rinos
A simple server implementing the Model Context Protocol (MCP) that exposes pers…
C 60 55 60 82 N/A 22 95 22
12802
JackKuo666
PyPI MCP Server Claim
Enables AI assistants to search PyPI packages and retrieve detailed metadata, v…
C 60 55 70 30 15 83 95
12803
huanshenyi
A Cloudflare Workers-based MCP server implementation that supports OAuth login …
C 60 55 54 62 21 81 75
12804
rochitl72
Enables AI agents to perform e-commerce operations including product search, bu…
C 60 55 54 53 21 81 82
12805
serbansorin
Enables AI assistants to build and manage Filament admin panels by providing co…
C 60 55 60 82 30 81 35
12806
dynamicendpoints
*Updated December 9th 2025** Manage your Microsoft 365 services effortlessly. C…
C 60 54 78 41 N/A 51 90 32
12807
fondutech
Enables searching personal knowledge vaults using hybrid semantic and keyword m…
C 60 55 60 43 19 78 91
12808
gvfullstack
Enables interaction with the hosted PacedLoop API to manage workflows and monit…
C 60 55 86 0 27 81 98
12809
pratyush-usc-mba
Enables integration with financial transaction data through REST APIs, PostgreS…
C 60 55 70 26 26 77 97
12810
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
12811
yz0903
AutoBot MCP Claim
Enables remote control and automation of Android devices through the Model Cont…
C 60 55 54 36 29 81 97
12812
Otman404
Enables LLMs to retrieve real-time stock and cryptocurrency prices and news usi…
C 60 55 66 25 23 82 96
12813
PhialsBasement
Acts as a bridge between AI models and Google's PageSpeed Insights API, enablin…
C 60 66 74 70 0 47 81 90
12814
recoupableorg
Big Brain MCP Claim 1
An MCP server that retrieves statistics from top protocols in the Mantle Networ…
C 60 55 61 55 23 81 70
12815
juandavidsernav
secop-mcp-server Claim
An MCP server to query Colombian public procurement data from SECOP I and II in…
C 60 54 42 46 50 81 87
12816
olaxbt
A bridge that connects Dune Analytics blockchain data to AI applications throug…
C 60 55 58 43 16 81 94
12817
zhixiaoqiang
A Model Context Protocol server that manages desktop images, providing function…
C 60 55 41 100 N/A 24 95 24
12818
Rafaysherwani
A lightweight microservice that fetches weather alerts and forecasts from the N…
C 60 55 66 28 18 83 100
12819
NodeGIS
GeoSpatial MCP Server Claim 1
A Model Context Protocol (MCP) based geographic processing server that provides…
C 60 55 48 100 39 83 19
12820
hngkr
MCP Releases Server Claim 1
An MCP server that provides GitHub release information through the Model Contex…
C 60 55 47 46 29 82 93
12821
lopisan
Enables LLMs to interact with ROS1 Noetic robotic systems by providing tools fo…
C 60 55 66 31 28 80 90
12822
czirakim
F5 MCP Server Claim 1
A Model Context Protocol server that enables management of F5 devices through n…
C 60 55 53 35 45 81 85
12823
tomekkorbak
oura-mcp-server Claim 2
An MCP server for Oura, an app for tracking sleep
C 60 55 41 38 41 83 100
12824
VolumeFi
Paloma DEX MCP Server Claim 1
A Model Context Protocol server that enables AI agents to autonomously execute …
C 60 55 65 28 25 81 97
12825
vipankumar87
Provides calculator tools for mathematical operations, document resources for a…
C 60 54 54 28 N/A 24 95 94
12826
redhat-community-ai-tools
A ModelContextProvider server that enables secure querying of Red Hat internal …
C 60 55 54 43 23 81 95
12827
sawantudayan
A MCP server that provides tools for analyzing git changes and suggesting appro…
C 60 54 53 28 N/A 42 95 85
12828
Chris-June
A Model Context Protocol server that enables role-based context management for …
C 60 55 63 35 24 81 90
12829
aiteks-ltda
MCP Evolution API Claim 1
A Model Context Protocol server that enables Claude to interact with WhatsApp t…
C 60 66 63 73 0 53 81 91
12830
ratchanonth60
A flexible Model Context Protocol server that enables LLMs to interact with dat…
C 60 55 60 31 34 81 91
12831
ebwinters
Chunky MCP Claim 1
An MCP server that manages chunking and reading of large responses, allowing to…
C 60 54 51 30 N/A 43 92 88
12832
jdelon02
Exposes the Integrated Memory System (IMS) capabilities, including session mana…
C 60 55 60 43 25 81 84
12833
JurreBrandsenInfoSupport
A comprehensive server that allows users to interact with the Zendesk API, prov…
C 60 55 56 82 N/A 19 95 31
12834
PK-SANGAMESWAR
Enables tracking and managing personal expenses through a local SQLite database…
C 60 54 60 30 N/A 24 91 91
12835
averagejoeslab
PDF Reader MCP Server Claim 1
An MCP server that provides comprehensive PDF processing capabilities including…
C 60 54 47 27 N/A 32 95 99
12836
marioluciofjr
A Python application that automatically generates different types of mind maps …
C 60 54 60 12 N/A 42 95 90
12837
karaage0703
NotionMCP Light Claim 1
A Model Context Protocol server that synchronizes Markdown files with Notion pa…
C 60 55 57 43 54 82 65
12838
611711Dark
A mathematical computation service that enables users to perform symbolic calcu…
C 60 55 62 25 39 81 94
12839
samuelbutler
A template for deploying a remote MCP server on Cloudflare Workers without auth…
C 60 55 48 56 21 81 86
12840
noviq-ai
Enables LLMs to interact with the Google Ads API to retrieve account informatio…
C 60 55 60 30 48 81 80
12841
salvisare
sensecritiq Claim
UX research synthesis. Upload interviews and get themes, findings, and verbatim…
C 60 54 54 42 N/A 20 83 93
12842
AiAgency-Now
Best VoiceAI White Label Platform for Agencies with Full MCP Connectivity to An…
C 60 66 78 71 0 32 81 92
12843
hostinger
A production-ready remote MCP server that performs comprehensive SEO audits, pr…
C 60 55 60 33 21 83 100
12844
timolein74
MCP Server for AsterPay x402 Data API — market data, AI tools, crypto analytics…
C 60 55 21 66 33 82 100
12845
yunkee-lee
MCP TMAP Server Claim
A server that connects to SK TMAP API, providing access to public transit routi…
C 60 55 48 41 41 81 90
12846
bader1919
Odoo MCP Server Claim 1
Enables AI assistants to interact with Odoo ERP systems through XML-RPC, provid…
C 60 55 66 47 18 80 79
12847
rfteles97
Enables fetching jokes from multiple APIs including Chuck Norris jokes, Dad jok…
C 60 55 60 17 47 81 100
12848
kernel
kernel-mcp-server Claim 1
Open-source MCP server for secure, low-latency cloud-browser automation on Kern…
C 60 66 69 70 0 51 81 94
12849
mondaycom
monday.com Claim 1
MCP server for monday.com integration.
C 60 66 61 72 0 63 80 92
12850
Youtube-Transcript-Dev
MCP server for YouTubeTranscript.dev — extract transcripts, manage history, and…
C 60 55 79 0 53 80 90
Showing 12801–12850 of 56925 servers
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