MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23551
mickael62800
McpQualityAutocad Claim
Validates AutoCAD VRD (Roads and Utilities) drawings against graphic standards …
C 58 33 48 N/A N/A 25 95
23552
soltyDude
mcp-task-manager Claim
A local task management MCP server that enables users to create, update, and ma…
C 58 33 48 N/A N/A 27 95
23553
ilpianista
sailfishos-mcp Claim 1
A MCP server for SailfishOS application development, creates new projects and a…
C 58 33 39 N/A N/A 39 95
23554
yuuues
Enables secure interaction with SQL Server databases through natural language q…
C 58 44 66 47 30 81
23555
BACH-AI-Tools
Enables sentiment analysis of text blocks using the Api Ninjas API, returning s…
C 58 44 50 55 45 80
23556
tendayspace
CbetaMCP Claim
A modular, extensible FastAPI-based platform that aggregates multiple AI tools …
C 58 44 42 72 34 83
23557
itz4blitz
JMX-MCP Claim
A powerful Model Context Protocol (MCP) server that enables AI assistants like …
C 58 43 64 21 N/A 50 95
23558
gt732
An integration that enables AI assistants to interact with network data through…
C 58 44 84 28 27 80
23559
feamster
Paymo MCP Server Claim 1
An MCP server for the Paymo platform that enables AI assistants to manage time …
C 58 44 73 41 25 80
23560
yaniv-golan
mcp-bash Claim
A framework for building Model Context Protocol (MCP) servers using pure Bash s…
C 58 44 60 7 85 85
23561
realjacoblinder
NVM MCP Server Claim 1
An MCP server that wraps NVM (Node Version Manager) to give Antigravity agents …
C 58 33 49 N/A N/A 25 95
23562
hope1026
Roblox MCP Claim 1
MCP server and plugin for Roblox Studio — control scripts, terrain, assets, and…
C 58 43 54 20 N/A 62 96
23563
royisme
Transforms code repositories and development documentation into a queryable Neo…
C 58 44 64 31 53 82
23564
ag2-mcp-servers
This MCP server enables interaction with Google's Verified Access API, allowing…
C 58 43 60 52 N/A 21 89
23565
krillto
Krill Claim
Search, organize, and chat with your saved Twitter/X bookmarks from any AI agen…
C 58 44 60 35 48 84
23566
Oortonaut
task-graph-mcp Claim 1
MCP server for agent task workflows with phases, prompts, gates, and multi-agen…
C 58 43 45 22 N/A 79 95
23567
eiceblue
A robust solution that enables AI agents to create, read, modify, and convert E…
C 58 44 72 31 46 77
23568
KTTechUp-Team304
VA-MCP Claim 1
An MCP server for checking OWASP Top 10 vulnerabilities during API development …
C 58 33 45 N/A N/A 32 95
23569
Mtehabsim
ScreenPilot Claim
enables AI to fully control and access GUI interactions by providing tools for …
C 58 43 78 28 N/A 24 90
23570
undici77
Provides secure, sandboxed filesystem operations including reading, writing, li…
C 58 43 54 37 N/A 43 95
23571
openMF
A self-service integration for user registration, authentication, account manag…
C 58 44 68 27 50 82
23572
KKonuru
Gurobi MCP Claim
Enables AI applications to solve optimization problems including linear program…
C 58 43 54 57 N/A 22 89
23573
thesuitabs
sealedmail Claim
Send and receive on-chain private messages via SealedMail on Sui. No browser wa…
C 58 33 60 N/A N/A 32 75
23574
solangii
Upbit MCP Server Claim
Interact with Upbit cryptocurrency exchange services to retrieve market data, m…
C 58 44 56 46 46 80
23575
mateus-gondev
Gestao-MCP Claim
A customer and product management MCP server using SQLite. It enables Claude De…
C 58 33 42 N/A N/A 37 95
23576
NikitaDatar
AI Governance MCP Server - GATRI trust scoring, kill-switch, EU AI Act complian…
C 58 33 48 N/A N/A 25 95
23577
manasp21
Psi MCP Server Claim 1
Enable seamless integration of language models with external data sources and t…
C 58 43 56 58 N/A 18 90
23578
gungunj
Router-MCP Claim
Routes natural language queries to appropriate MCP tools and planners with high…
C 58 33 42 N/A N/A 37 95
23579
aliyun
A universal interface that enables AI Agents to seamlessly communicate with Adb…
C 58 44 62 41 49 78
23580
ofershap
ai-context-kit Claim
Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot.
C 58 43 64 12 N/A 60 95
23581
markswendsen-code
mcp-publix Claim 2
An MCP server that enables users to search for Publix products, find store loca…
C 58 44 81 25 30 82
23582
BACH-AI-Tools
Enables access to the Deezer 1 API through MCP protocol. Requires API key authe…
C 58 44 50 57 45 80
23583
openags
paper-search-mcp Claim 1
MCP, CLI, Skills for searching and downloading academic papers from multiple so…
C 58 44 61 28 N/A 57 83
23584
guangxiangdebizi
Provides access to historical financial data for US, Hong Kong, and A-share mar…
C 58 44 54 58 30 82
23585
EricA1019
Automates Close-to-Shore methodology for Godot game development by creating tas…
C 58 44 48 61 38 83
23586
DTDucas
chm to markdown and vectorDB
C 58 43 56 28 N/A 58 92
23587
rigzindorje
This MCP server provides a natural language interface to the Gmail API, allowin…
C 58 43 60 45 N/A 21 95
23588
myroslavtryhubets
Enables comprehensive domain and DNS management through the Porkbun API, includ…
C 58 44 64 40 36 83
23589
AshwinSundar
Ever wonder what our (US) Congress is up to? Fed up with the news? Ask Congress…
C 58 44 60 42 45 81
23590
genomoncology
biomcp Claim 1
Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, …
C 58 44 56 17 85 80
23591
semanticintent
Semantic D1 MCP Claim
Enables AI-assisted analysis and optimization of Cloudflare D1 databases throug…
C 58 44 60 30 68 77
23592
itcook
Graphiti MCP Pro Claim
An enhanced memory repository MCP service that builds and queries temporally-aw…
C 58 44 76 35 30 81
23593 C 58 43 64 25 N/A 47 92
23594
Havoc24k
AWS MCP Server Claim
Enables Claude to interact with core AWS services like S3, EC2, RDS, and CloudW…
C 58 44 60 40 49 81
23595
hope1026
weppy-roblox-mcp Claim 1
MCP server and plugin that lets AI agents (Claude Code, Cursor, Codex, Gemini) …
C 58 43 54 22 N/A 62 96
23596
loming
Gemini MCP Server Claim
Enables AI assistants to perform real-time internet searches and get AI-powered…
C 58 43 60 46 N/A 23 95
23597
X3r0K
BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementa…
C 58 44 58 51 42 76
23598
cahlan
Provides AI assistants with direct access to ServiceTitan's field service manag…
C 58 44 54 63 27 80
23599
rintaro-s
systerd-lite Claim
An AI-Native OS Core that enables LLMs to autonomously monitor, control, and op…
C 58 43 78 30 N/A 22 87
23600
bassilkhilo-ag2
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 58 44 60 62 21 81
Showing 23551–23600 of 66518 servers
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