MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29736
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11951
kimjune01
A MIDI composition system that enables AI assistants to create music through Fl…
C 62 54 60 31 N/A 19 95 98
11952
martingeidobler
android-mcp-server Claim
21-tool Android device control via ADB — screenshots with compression, UI tree …
C 62 54 72 0 N/A 66 82 97
11953
Cam10001110101
A Model Context Protocol server that enables creating, modifying, and validatin…
C 62 55 63 31 41 80 93
11954
dkabx
MySQL MCP Server Claim
Enables AI assistants to interact with MySQL databases by executing SQL queries…
C 62 55 78 28 21 76 99
11955
coleam00
MCP-Mem0 Claim 1
A Model Context Protocol server that provides AI agents with persistent memory …
C 62 55 57 32 46 81 95
11956
Teemo4621
Enables control of Android emulators (MumuEmulator or ADB-connected devices) th…
C 62 54 66 33 N/A 21 90 95
11957
antonscap
MCP Server Sample Claim
An educational implementation of a Model Context Protocol server that demonstra…
C 62 54 48 30 N/A 42 94 100
11958
ibm-pedro-tabofunda
A template for deploying MCP servers without authentication on Cloudflare Worke…
C 62 55 48 67 27 81 83
11959
anirbanbasu
A MCP server for the Frankfurter API for currency exchange rates.
C 62 66 63 65 0 74 83 98
11960
andyl25
An MCP server that enables querying and interacting with Google Cloud services …
C 62 55 63 47 20 81 91
11961
JunkaiWang-TheoPhy
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 62 55 48 67 21 81 84
11962
bmbouter
mcp-dropbox-sign Claim 2
MCP server for the Dropbox Sign API supporting signature requests, templates, t…
C 62 55 51 37 46 82 97
11963
allesklardy
Remote MCP Server for listing and getting the menus of the official mensas in m…
C 62 55 48 62 44 82 72
11964
wowyuarm
An MCP server that provides multiple file conversion tools for AI agents, suppo…
C 62 55 59 33 49 76 96
11965
sichang824
Figma MCP Server Claim
A server implementation that enables interaction with Figma API through Model C…
C 62 55 90 28 27 81 74
11966
Mats2208
MCP-Packet-Tracer Claim 1
AI-powered Cisco Packet Tracer automation using MCP. Generate, validate and dep…
C 62 54 45 53 N/A 27 90 91
11967
nic01asFr
Grist MCP Server Claim 1
An MCP server for interacting with the Grist API, enabling language models to m…
C 62 66 69 68 0 73 81 88
11968
namedotcom
Enables AI assistants to perform comprehensive domain management tasks through …
C 62 66 78 68 0 65 81 85
11969
reuvenaor
MCP server for Shadcn UI, enabling automated, remote, or containerized project …
C 62 64 69 65 0 46 95 100
11970
milancermak
Starknet MCP Server Claim 2
Facilitates interaction with Starknet blockchain via MCP by exposing various RP…
C 62 55 74 58 38 80 50
11971
vish288
An MCP server that extends Jira and Confluence with tools for issue management,…
C 62 64 72 66 0 78 77 90
11972
nipunbatra
VayuChat MCP Claim
A FastMCP server for natural language data analysis that allows users to load C…
C 62 54 72 31 N/A 30 82 90
11973
emingenc
Enables control of MentraOS smart glasses through tools for managing text displ…
C 62 66 84 68 0 32 81 99
11974
evangstav
Personal MCP Server Claim 3
A Model Context Protocol server for tracking personal health and well-being, of…
C 62 55 45 58 29 82 92
11975
sssjiang
PubChem MCP Server Claim
Extracts basic chemical information and drug data from the PubChem API. It enab…
C 62 55 54 82 28 81 57
11976
Ansvar-Systems
South Korean law database — PIPA, ICT network security, credit information with…
C 62 66 90 43 0 70 82 93
11977
mailmodo
Mailmodo Claim
Mailmodo
C 62 66 66 72 0 62 81 97
11978
akhilthomas236
A Model Context Protocol server that integrates with Atlassian's Jira and Confl…
C 62 55 63 82 31 80 39
11979
falahgs
Enables AI image generation from text prompts using Pollinations AI. Supports m…
C 62 55 60 53 39 80 74
11980
t-daiki96
Enables users to retrieve Pokémon statistics, sprite images, and complete infor…
C 62 55 78 95 26 81 7
11981
GitramaLLC
gitrama-mcp Claim
C 62 55 72 10 55 81 97
11982
issuebadge
A Model Context Protocol server that enables AI assistants to create, issue, an…
C 62 66 69 75 0 49 81 99
11983
mobilehackinglab
A server that exposes the Jadx decompiler API over HTTP, enabling Claude to int…
C 62 55 60 30 46 80 94
11984
psikosen
Enables AI systems to reason through emergent thinking by breaking queries into…
C 62 54 72 20 N/A 25 95 90
11985
allistera
Homey MCP Server Claim
Enables interaction with Homey smart home devices through natural language, all…
C 62 64 78 66 0 30 95 98
11986
hakeemrabiuDFW
Enables AI assistants to query and manage QuickBooks Online data through natura…
C 62 66 72 72 0 48 81 100
11987
lgrassin
A template for deploying a remote Model Context Protocol server on Cloudflare W…
C 62 55 48 65 29 84 79
11988
smallwhitelz
Weather MCP Server Claim 1
An MCP server integrated with the QWeather API that provides real-time weather …
C 62 54 41 62 N/A 27 94 83
11989
YusefMobasheri
A deployable remote MCP server on Cloudflare Workers that enables the use of cu…
C 62 55 48 66 21 81 85
11990
mhzarem
OneNote MCP Server Claim
Enables Claude to read and write to local Microsoft OneNote notebooks by parsin…
C 62 54 60 30 N/A 29 87 100
11991
errajibadr
TwilioManager MCP Claim
A server that connects Claude AI to Twilio through the Model Context Protocol, …
C 62 55 66 41 25 76 93
11992
rainbowgore
Stealthee MCP Claim
Enables detection and analysis of pre-public product launches through web searc…
C 62 66 78 71 0 48 81 91
11993
sourangshupal
MCP-RAG Server Claim
Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allow…
C 62 55 48 57 26 81 93
11994
pylegifrance
A server implementing the Model Context Protocol to allow direct access to Fren…
C 62 66 86 68 0 46 81 89
11995
huang-sh
SCMCP Claim 2
An MCP server that enables single-cell RNA sequencing analysis through natural …
C 62 55 77 51 59 83 36
11996
bsmi021
A Model Context Protocol server that enables enhanced file system operations in…
C 62 55 57 82 48 82 34
11997
evilpixi
An MCP server with comprehensive CI/CD workflows including unit tests, integrat…
C 62 55 69 26 29 81 99
11998
frocher
Luskad MCP Claim
Provides access to coding rules, standards, and project documentation from Lusk…
C 62 66 80 66 0 47 80 100
11999
chakri01
Enables semantic search and conversational querying across a personal research …
C 62 55 76 28 21 80 99
12000
aotal
Exposes DICOM operations as tools for AI agents to interact with medical imagin…
C 62 55 54 53 24 81 91
Showing 11951–12000 of 50330 servers
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