MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9601
kongyo2
A powerful Model Context Protocol (MCP) server that provides enhanced Google se…
C 67 55 60 100 43 81 40
9602
luizzzvictor
mcp-comexstat
C 67 55 78 82 45 81 34
9603
Erredebe
Travel MCP Claim
A comprehensive travel planning copilot that provides geographic data, weather …
C 67 55 54 68 24 81 99
9604
first-it-consulting
Weather MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to fetch current wea…
C 67 55 63 46 43 81 100
9605
zq940222
HybridHub Claim
Enables unified access to both structured databases (PostgreSQL, MySQL, SQLite,…
C 67 55 54 66 32 80 99
9606
AyaanShaheer
Integrates the EduChain library to generate educational content including multi…
C 67 54 64 55 N/A 16 92 98
9607
yamariki-hub
Japanese corporate data via government APIs (gBizINFO, EDINET, e-Stat). Search …
C 67 55 72 35 49 80 99
9608
julianallchin
nucleo-mcp Claim 2
An MCP server that provides Claude with direct access to local Nucleo icon libr…
C 67 54 63 53 N/A 30 90 95
9609
ddltn
Raindrop MCP Server Claim 1
An MCP server that allows Claude Desktop to access and manage Raindrop.io bookm…
C 67 55 67 43 43 80 99
9610
Quegenx
Supabase MCP Server Claim 1
A powerful server that provides administrative control over Supabase PostgreSQL…
C 67 55 66 62 21 80 97
9611
jghidalgo
Enables comprehensive analysis of AWS Lambda performance including cold start t…
C 67 55 78 55 19 81 91
9612
Alex-ChanHC
RAG MCP Server Claim 1
A Model Context Protocol server that exposes Retrieval-Augmented Generation cap…
C 67 55 63 61 21 81 100
9613
squirrelogic
Facilitates interactive feature discussions with AI guidance, maintaining conte…
C 67 55 78 83 35 81 41
9614
zidong0822
Swagger MCP Server Claim
Automatically converts Swagger 2.0 API specifications into MCP tools, enabling …
C 67 55 78 100 43 81 17
9615
rinadelph
Tmux MCP Server Claim
Enables comprehensive tmux session management through MCP, allowing users to li…
C 67 54 66 33 N/A 37 95 99
9616
akitchin
A Model Context Protocol server that enables AI assistants to manage downloads,…
C 67 55 63 68 21 80 95
9617
AK1979
ABAP MCP Claim 1
An AI-powered server that provides comprehensive coding assistance for SAP ABAP…
C 67 54 78 75 N/A 27 90 50
9618
nxt3d
CRM MCP Server Claim
A production-ready MCP server for Customer Relationship Management (CRM) that u…
C 67 54 72 26 N/A 46 90 100
9619
duolabmeng6
A powerful MCP server that provides interactive user feedback and command execu…
C 67 55 62 52 45 81 93
9620
JanJetze
android-emulator-mcp Claim 1
An MCP server for managing local Android Virtual Devices (AVDs) and their lifec…
C 67 54 47 42 N/A 64 92 98
9621
Omar-V2
mcp-ical Claim 2
A Model Context Protocol Server that allows you to interact with your MacOS Cal…
C 67 54 57 60 N/A 49 92 75
9622
wenyili
MBTI MCP Server Claim 1
Enables AI assistants to guide users through MBTI personality tests with two mo…
C 67 55 72 55 24 83 90
9623
timbuchinger
GitHub MCP Server Claim 1
Enables interaction with GitHub issues via the Model Context Protocol, allowing…
C 67 55 78 38 39 81 92
9624
kh-mahmoud
HTTP MCP Server Claim 1
An MCP server that enables AI assistants to fetch public GitHub repository list…
C 67 55 57 66 29 81 95
9625
theYahia
HuntFlow MCP Server Claim 1
Integrates with HuntFlow ATS to manage vacancies, candidates, resumes, and recr…
C 67 44 45 58 83 87
9626
esneyder
ApiColombiaMCP Claim 1
Provides comprehensive information about Colombia including departments, region…
C 67 55 72 87 26 81 55
9627
varlabz
Enables web searches through DuckDuckGo with customizable parameters like regio…
C 67 55 68 55 29 81 94
9628
aiforhumans
Provides essential utility tools for text processing, file operations, hashing,…
C 67 54 72 27 N/A 46 95 94
9629
drew6050
Provides ML-powered revenue intelligence for sales and customer success teams, …
C 67 55 84 48 21 81 90
9630
tjameswilliams
AI Charts Claim 2
An MCP server that enables AI assistants to programmatically create and manage …
C 67 55 81 27 45 82 99
9631
moecodeshere
Postgres MCP Pro Claim
An open source Model Context Protocol server for PostgreSQL that provides datab…
C 67 55 72 30 50 82 99
9632
croit
mcp-croit-ceph Claim 2
MCP server for Croit Ceph cluster management with dynamic OpenAPI tool generati…
C 67 54 85 38 N/A 36 81 87
9633
LazerThings
An MCP server that leverages multiple Claude instances to provide enhanced resp…
C 67 55 75 52 23 81 92
9634
BACH-AI-Tools
jimeng4-mcp Claim 1
An MCP server providing multi-modal generation tools based on Volcengine's Jime…
C 67 55 53 71 56 80 77
9635
esshka
OKX MCP Server Claim 1
Provides real-time cryptocurrency price data from OKX exchange through a Model …
C 67 55 78 100 16 81 38
9636
youdotcom-oss
dx-toolkit Claim 1
Open-source toolkit enabling developers to integrate You.com's AI capabilities …
C 67 64 71 90 0 55 95 90
9637
yuzuponikemi
Enables completely offline Wikipedia search through locally-indexed content usi…
C 67 54 78 28 N/A 33 95 93
9638
vaporif
wezterm-mcp Claim 1
Enables programmatic control of the WezTerm terminal emulator through the Model…
C 67 54 48 50 N/A 70 90 85
9639
arunrajece
Integrates Google Maps routing and traffic capabilities with Claude AI for adva…
C 67 55 86 53 18 78 86
9640
ccw33
Enables multimodal AI capabilities through GLM-4.5V API for image processing, v…
C 67 55 66 100 43 81 33
9641
Sarthak-ignite
Steady MCP Claim
Enables submitting team check-ins to Steady (app.steady.space) by automating th…
C 67 54 84 72 N/A 29 95 39
9642
sassoftware
SAS MCP Server Claim
Enables execution of SAS code on SAS Viya compute environments with OAuth2 auth…
C 67 55 72 41 49 81 91
9643
meinzeug
MCP AI Bug Helper Claim
Provides emergency coding assistance by querying three AI coding models simulta…
C 67 55 60 71 31 81 82
9644
Cicatriiz
Enables seamless content conversion between multiple formats including Markdown…
C 67 54 66 47 N/A 28 89 98
9645
apache
IoTDB MCP Server Claim
A server that enables running SQL queries against IoTDB databases, providing da…
C 67 55 62 48 51 82 90
9646
saha-rajdeep
A containerized MCP (Model Context Protocol) server that provides a simple calc…
C 67 54 82 27 N/A 18 95 100
9647
cubedevinc
Cube MCP Server Claim 1
Enables users to interact with Cube's AI agent for real-time analytics and data…
C 67 55 72 83 33 82 50
9648
Sunwood-ai-labs
aira-mcp-server Claim 3
A Model Context Protocol server for creating commit messages from git staged fi…
C 67 54 57 60 N/A 60 90 70
9649
kingbbs
yiditu-mcp Claim
I Ching hexagram analysis and geographic feng shui for Taiwan locations
C 67 66 90 76 0 71 81 86
9650
qso-graph
sota-mcp Claim
MCP server for Summits on the Air (SOTA) — live spots, activation alerts, summi…
C 67 54 66 43 38 94 92
Showing 9601–9650 of 66484 servers
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