MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24260
Scored
1285
Verified
16957
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13401
skudskud
A proof-of-concept server implementing the Model Context Protocol that enables …
C 58 55 62 32 15 81 93
13402
arrrggghhh
Enables AI assistants to fetch and analyze transcripts from YouTube videos usin…
C 58 55 60 25 23 84 94
13403
rvkrishna13
A conversational AI server that enables users to search Wikipedia and retrieve …
C 58 54 44 38 N/A 18 95 89
13404
Kyure-A
mcp-booth Claim
Booth.pm
C 58 55 38 82 N/A 35 95 34
13405
ActiveCampaign
Postmark MCP Server Claim 1
An MCP server implementation that enables sending emails via Postmark email ser…
C 58 66 57 76 0 44 81 92
13406
Infuseting
Enables querying University of Caen (Unicaen) schedule data to find next classe…
C 58 55 60 31 21 81 90
13407
OptLTD
MCP PDF Server Claim
Provides tools for extracting text, performing OCR on scanned documents, and re…
C 58 54 42 32 N/A 23 92 98
13408
ethereumfollowprotocol
ETHID MCP Server Claim
Provides comprehensive access to the Ethereum Follow Protocol (EFP) API, enabli…
C 58 66 72 60 0 49 82 89
13409
emi-dm
PubMed MCP Server Claim
Enables searching and retrieving detailed information from PubMed articles usin…
C 58 55 60 30 26 81 90
13410
nguyenlegravityglobal
A tool that integrates Figma with Cursor through the Model Context Protocol, al…
C 58 55 60 36 19 81 88
13411
yuv24793
weather Claim 1
An MCP server that provides weather information.
C 58 54 41 36 N/A 22 95 93
13412
xjxjin
A database query service that enables users to search and retrieve data from Po…
C 58 55 54 47 22 80 82
13413
linpeibiao
MongoDB MCP Server Claim
Enables interaction with MongoDB databases through complete CRUD operations inc…
C 58 55 48 60 18 76 82
13414
skemacms
The official Model Context Protocol server for Skema CMS, enabling AI clients t…
C 58 66 78 50 0 41 82 100
13415
NexorAgent
SENTRA MCP Claim
A minimal FastAPI-based MCP server that provides basic utility tools like ping …
C 58 55 56 17 37 81 100
13416
ZatesloFL
Provides comprehensive natural language control over Google Workspace services …
C 58 66 82 43 0 49 81 92
13417
clipsense
Enables AI-powered analysis of mobile app bug videos through screen recordings.…
C 58 66 90 56 0 26 81 90
13418
Dalejan
Enables querying volleyball match, team, and tournament data from VolleyballWor…
C 58 54 48 37 N/A 25 95 83
13419
GodModeArch
Provides Philippine License to Sell (LTS) verification data from official DHSUD…
C 58 66 60 65 0 53 81 94
13420
vanman2024
Enables AI assistants to interact with the Multilead platform for lead manageme…
C 58 66 90 47 0 36 81 92
13421
yossi-lee
Md2svg-mcp Claim
Converts Markdown text into customizable SVG images, supporting elements like h…
C 58 54 54 45 N/A 23 95 63
13422
Pablo-Davila
Provides Pokemon information from PokeAPI including stats, types, height, and w…
C 58 55 62 32 19 81 89
13423
llanterme
Country MCP Server Claim
A modular MCP server that provides tools for looking up country and state infor…
C 58 54 48 27 N/A 18 95 100
13424
thechandanbhagat
Demo MCP Server Claim
A demonstration server designed to showcase core Model Context Protocol (MCP) p…
C 58 55 60 25 24 83 93
13425
SYNTAAI
Enables AI assistants to perform real-time SAP security audits and risk assessm…
C 58 55 66 10 43 80 93
13426
NguyenHuynhPhuVinh
GachaMCP Claim
A Python MCP server that helps AI interact with Gacha games through screenshot …
C 58 54 54 28 N/A 18 95 89
13427
JunLovin
Said MCP Claim 1
A MCP server that provides real-time weather information for any city through a…
C 58 55 41 52 23 81 89
13428
nulab
Backlog MCP Server Claim 1
A Model Context Protocol server that enables Claude to interact with Backlog pr…
C 58 55 33 71 79 81 32
13429
GobinFan
支持查询主流agent框架技术文档的MCP server(支持stdio和sse两种传输协议), 支持 langchain、llama-index、autog…
C 58 55 78 23 N/A 28 81 74
13430
Yuki10Kobayashi
A Model Context Protocol server that integrates with VOICEVOX engine to provide…
C 58 54 33 50 N/A 46 87 79
13431
enciyo
KAP MCP Tools Claim
A Model Control Protocol server that provides access to Turkey's Public Disclos…
C 58 54 48 25 N/A 22 95 99
13432
BACH-AI-Tools
Ioc Search MCP Server Claim 1
Enables comprehensive threat analysis for Indicators of Compromise (IoCs) inclu…
C 58 55 54 60 45 78 48
13433
PabloLec
KeyProbe Claim
Audit certificates and keystores to surface expiry risks, weak algorithms, and …
C 58 54 40 26 N/A 45 95 88
13434
Pakvothe
i1n Claim
Localization as code — push, pull, translate, and extract strings from code wit…
C 58 55 66 0 50 81 99
13435
edwardsp
Enables users to query Azure HPC/AI Kubernetes clusters for GPU node informatio…
C 58 54 54 25 N/A 16 95 97
13436
bjesus
Begagnad MCP Claim
Enables AI agents to search and retrieve listings from Sweden's largest second-…
C 58 66 78 58 0 24 81 100
13437
lethain
Systems MCP Claim 1
An MCP server that allows users to run and visualize systems models using the l…
C 58 54 37 30 N/A 47 90 90
13438
SkippyzNJiff
A comprehensive Model Context Protocol server that provides over 50 file and sy…
C 58 54 42 30 N/A 21 95 100
13439
fencith
Provides AI assistants with access to the OpenViking knowledge base for semanti…
C 58 54 58 31 N/A 25 90 82
13440
debabhinav1-hub
Enables automatic generation of test scenarios from user stories uploaded to Cl…
C 58 54 50 32 N/A 24 95 87
13441
leonwgc
Ant Design MCP Server Claim 1
Provides access to Ant Design component library documentation and information f…
C 58 66 80 50 0 37 84 98
13442
cuongpham2107
Word MCP Server Claim
A Python application that allows creating and editing Microsoft Word (.docx) do…
C 58 54 54 31 N/A 18 95 84
13443
jalaj-pandey
A Python-based tool that streamlines social media tasks by enabling users to po…
C 58 55 54 41 16 81 90
13444
futhgar
A minimal, well-structured starter template for building Model Context Protocol…
C 58 54 60 0 N/A 45 89 99
13445
thisdot
Secure Docusign Navigator integration for AI assistants to access and analyze a…
C 58 66 94 10 0 75 80 100
13446
nomi982
Stock-MCP Claim
Provides real-time A-share (Chinese stock market) data through AKShare integrat…
C 58 55 50 27 47 81 89
13447
ish-joshi
A minimal server for controlling Canon cameras remotely via the Canon Camera Co…
C 58 54 54 36 N/A 16 89 89
13448
renyumeng1
mcp-scholar Claim
"mcp\_scholar" is a Python-based tool for searching and analyzing Google Schola…
C 58 54 50 31 N/A 28 91 89
13449
ramaiyaKushal
AVA MCP Server Claim
A custom MCP server that provides AI applications with access to an Artificial …
C 58 55 50 22 43 81 97
13450
complexdevel
Enables management of Azure Cloud PCs using the Microsoft Graph API, allowing u…
C 58 55 54 15 44 81 99
Showing 13401–13450 of 33332 servers
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