MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22651
thekaranpargaie
Enables managing Kubernetes clusters through natural language by providing tool…
C 64 43 84 35 N/A 26 95
22652
prisma
Manage Prisma Postgres databases with ease
C 64 43 60 17 N/A 90 95
22653
theYahia
chestnyznak-mcp Claim 1
MCP server for Chestniy ZNAK (Честный ЗНАК) API — product marking verification.…
C 64 33 51 N/A N/A 62 83
22654
Evan-Kim2028
Igloo MCP Claim
Enables AI assistants to interact with Snowflake databases through SQL queries,…
C 64 44 64 38 78 81
22655
kim-geonil
MCP Atlassian Claim 1
An MCP server that integrates with Jira and Confluence to enable AI-powered iss…
C 64 44 45 71 62 82
22656
bivex
ILSpy-Mcp Claim
🔓 UNLEASH ILSpy'S POWER. Reverse-engineer DOTNET code at GOD SPEED. AI-assisted…
C 64 33 54 N/A N/A 40 95
22657
dcollaoa
BloodyAD MCP Claim
Enables Active Directory enumeration and abuse operations through the bloodyAD …
C 64 44 72 43 58 81
22658
slamer59
Analyzes Python code and provides guided refactoring suggestions without automa…
C 64 44 72 28 N/A 67 86
22659
pictify-io
Enables AI assistants to programmatically generate images, GIFs, and PDFs from …
C 64 44 60 77 30 81
22660
dunialabs
Peta Core Claim
A production-ready MCP gateway and control plane that provides credential vault…
C 64 43 54 46 64 95
22661
SynkraAI
MCP Ecosystem: Docker MCP Toolkit, IDE Configs & Presets for AIOS
C 64 33 54 N/A N/A 40 95
22662
jwadow
mcp-excel Claim 1
Enables AI agents to analyze Excel files through atomic operations like filteri…
C 64 43 79 30 N/A 50 90
22663
teamsincetoday
Extracts branded ingredients and kitchen tools from recipes, matches them to af…
C 64 33 72 37 75
22664
CDataSoftware
Shopify MCP Server by CData
C 64 33 58 N/A N/A 34 95
22665
Sai-Manvith
Updation MCP Claim
A production-grade, LLM-agnostic MCP server that integrates AI models with tool…
C 64 44 72 62 30 82
22666
CDataSoftware
This read-only MCP Server allows you to connect to Email data from Claude Deskt…
C 64 33 58 N/A N/A 33 95
22667
CDataSoftware
Phoenix MCP Server by CData
C 64 33 58 N/A N/A 34 95
22668
arthurpanhku
job-pilot Claim
JobPilot is a next-generation career assistant powered by AI Agents and the Mod…
C 64 44 64 56 56 80
22669
yugui923
db-connect-mcp Claim
A read-only MCP server for exploratory data analysis across PostgreSQL, MySQL, …
C 64 43 60 38 82 80
22670
federicodeponte
openpaper-mcp Claim 1
Generate academic papers with AI agents and verified citations via OpenPaper.dev
C 64 33 60 N/A N/A 47 83
22671
CDataSoftware
Sybase IQ MCP Server by CData
C 64 33 58 N/A N/A 34 95
22672
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22673
ZLeventer
MCP server for LinkedIn Ads — 19 read-only tools for campaigns, performance, an…
C 64 33 51 N/A N/A 72 75
22674
CDataSoftware
Tally MCP Server by CData
C 64 33 58 N/A N/A 34 95
22675
CDataSoftware
FTP MCP Server by CData
C 64 33 58 N/A N/A 34 95
22676
SandeepBaskaran
Carbon MCP Claim
Enables developers and designers to work with the Carbon Design System through …
C 64 43 54 58 N/A 48 95
22677
CDataSoftware
This read-only MCP Server allows you to connect to Highrise data from Claude De…
C 64 33 58 N/A N/A 33 95
22678
Swartdraak
Docker MCP Server Claim 2
An MCP server that enables AI assistants to manage Docker containers, images, n…
C 64 43 63 50 N/A 60 84
22679
zerocore-ai
microsandbox Claim
microsandbox
C 64 44 56 41 83 82
22680
CDataSoftware
This read-only MCP Server allows you to connect to Google Campaign Manager 360 …
C 64 33 58 N/A N/A 33 95
22681
yangfch3
A Unity Editor plugin that exposes Unity Editor capabilities to external AI age…
C 64 33 48 N/A N/A 51 95
22682
CDataSoftware
SharePoint Excel Services MCP Server by CData
C 64 33 58 N/A N/A 34 95
22683
CDataSoftware
Amazon S3 MCP Server by CData
C 64 33 58 N/A N/A 34 95
22684
JiaboLi-GitHub
renderdoc-mcp Claim 1
An MCP server for RenderDoc: Empowering AI assistants to analyze GPU frame capt…
C 64 33 37 N/A N/A 66 95 C
22685
rachellarralde
Enables security scanning of code projects to identify common vulnerabilities l…
C 64 33 50 N/A N/A 45 95
22686
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22687
Alparse
snip-mcp Claim 1
An MCP server for capturing screen regions directly into Claude Code conversati…
C 64 33 51 N/A N/A 45 95
22688
CDataSoftware
Teradata MCP Server by CData
C 64 33 58 N/A N/A 34 95
22689
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22690
CDataSoftware
Apache CouchDB MCP Server by CData
C 64 33 58 N/A N/A 34 95
22691
DocMinus
DECIMER MCP Server Claim 1
MCP server for DECIMER image-to-SMILES chemical structure recognition
C 64 33 45 N/A N/A 53 95
22692
locupleto
An MCP server that provides access to a SQLite database for analyzing trading s…
C 64 43 85 45 N/A 24 87
22693
ancrz
Penpot MCP Server Claim
Enables AI agents to programmatically access self-hosted Penpot instances to re…
C 64 44 72 63 45 71
22694
phoityne
pty-mcp-server
C 64 33 42 N/A N/A 61 95
22695
neuromechanist
matlab-mcp-tools Claim
An MCP to develop MATLAB pipelines section by section and read figures one dime…
C 64 43 72 26 N/A 69 89
22696
dcSpark
MCP Helius Claim 1
A Model Context Protocol server that provides Claude with comprehensive access …
C 64 44 69 46 64 76
22697
domdomegg
Get the current UTC time in RFC 3339 format.
C 64 33 54 N/A N/A 39 95
22698
augmentedstartups
Roomey is a multi-purpose Voice Agent designed to run your personal and busines…
C 64 43 90 38 N/A 24 87
22699
Cranot
roam-code Claim
Provides local codebase intelligence as an MCP server, enabling AI agents to qu…
C 64 43 60 25 N/A 80 95
22700
dnaerys
MyGenome Claim
Personal Genome Exploration
C 64 33 50 N/A N/A 48 95
Showing 22651–22700 of 66518 servers
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