MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29602
Scored
2112
Verified
16952
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24501
enfp-dev-studio
BlockbenchMCP Claim
Connects Claude AI to Blockbench through Model Context Protocol, enabling AI-as…
D 50 43 42 20 N/A 42 95
24502
knishioka
Enables comprehensive analysis of Interactive Brokers portfolios through automa…
D 50 44 48 25 42 84
24503
TakoData
TakoData-tako-mcp Claim
Provide real-time data querying and visualization by integrating Tako with your…
D 50 55 60 63 0 43 81
24504
rcs-kz
mcp-1c Claim 1
MCP server for 1C:Enterprise — read+write CRM/ERP through Claude/Cursor/Cline.
D 50 33 37 N/A N/A 29 83
24505
andysalvo
Free MCP tools: the only MCP linter, health checks, cost estimation, and trust …
D 50 44 72 0 42 80
24506
kedarvartak
md-md Claim 1
MCP server for md.md - provides team knowledge context to AI assistants
D 50 33 39 N/A N/A 25 83
24507
liuwanglei-tal
NASA MCP Service Claim
A feature-rich NASA data query tool that supports various NASA API services inc…
D 50 44 42 41 39 78
24508
Dsazz
JIRA MCP Server Claim 1
A Model Context Protocol server that integrates JIRA directly into Cursor IDE, …
D 50 44 33 33 55 83
24509 D 50 33 32 N/A N/A 19 95
24510
ailearncoder
Home Assistant MCP Claim
Enables control and monitoring of Home Assistant smart home devices through MCP…
D 50 44 34 43 42 81
24511
rvibek
Weather Claim
Get current weather for any city. Choose Celsius or Fahrenheit to match your pr…
D 50 33 30 N/A N/A 24 95
24512
Layr-Labs
A Model Context Protocol server that provides EigenLayer documentation to AI as…
D 50 44 39 26 59 80
24513
daniel-was-taken
TrainerML Claim
Advanced machine learning platform with MCP integration that enables automated …
D 50 44 48 43 23 81
24514
thought2code
A collection of MCP server examples developed by various Java SDKs
D 50 43 50 12 N/A 39 95
24515
suvidha-2401
Discord MCP Server Claim 1
A comprehensive Model Context Protocol server that enables interaction with Dis…
D 50 44 66 22 21 78
24516
saqua-ai
Sequa MCP Claim
Enables AI assistants to access contextual knowledge from multiple repositories…
D 50 44 42 36 42 81
24517
ahooop
WHOIS MCP Server Claim
A Python-based server that provides tools for querying domain WHOIS information…
D 50 44 42 40 36 81
24518
philo-kim
openharness Claim
Lets AI coding agents discover and reference each other's recent sessions.
D 50 43 66 0 N/A 37 89
24519
nanbingxyz
mcpsvr Claim
Discover Exceptional MCP Servers
D 50 43 50 15 N/A 35 95
24520
Kyungbaee
mcpforsolvedac Claim
D 50 33 32 N/A N/A 21 95
24521
ag2-mcp-servers
An MCP Server that enables interaction with the Obono RKSV API, automatically g…
D 50 44 45 47 21 80
24522
devmitul17
HRMS MCP Server Claim
A template MCP server built with mcp-framework that provides a foundation for b…
D 50 43 48 26 N/A 27 95
24523
sacloud
sacloud-mcp Claim 1
An MCP server for Sakura Cloud that enables interaction with cloud resources an…
D 50 44 27 46 53 81
24524
rizaqpratama
Implements a Model Context Protocol server that provides context from CucumberS…
D 50 44 48 46 19 81
24525
bernierllc
brain-trust Claim
Enables AI agents to ask questions and review planning documents by connecting …
D 50 44 42 10 78 81
24526
k-yenko
Rowan MCP Server Claim 1
Enables molecular design and simulation through 45 chemistry tools including pK…
D 50 44 50 31 33 81
24527
applitools
Applitools Claim 1
The Applitools MCP server helps you create, update, and analyze visual tests us…
D 50 43 36 37 N/A 29 95
24528
ag2-mcp-servers
An MCP Server that provides a natural language interface to Google Cloud Resour…
D 50 44 45 52 21 78
24529
adamamer20
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Googl…
D 50 55 82 28 0 52 80
24530
Jungley8
Enables management of WeChat Official Accounts by supporting draft creation, im…
D 50 44 42 43 30 80
24531
thlandgraf
AskMeMCP Claim
Enables AI assistants to request human input through a web interface, allowing …
D 50 43 48 26 N/A 31 92
24532
ayupow
This server contains 5 tools. It could be used to identify critical facilities …
D 50 43 50 11 N/A 43 95
24533
1-ARIjitS
Enables translation and text rephrasing using DeepL's API through a cloud-deplo…
D 50 44 50 27 42 80
24534
nkapila6
MCP Casambi Claim
Enables control of lights in CASAMBI networks through Bluetooth interface witho…
D 50 43 54 7 N/A 42 95
24535
ag2-mcp-servers
An MCP server that enables interaction with the OpenFIGI API, allowing users to…
D 50 43 45 35 N/A 21 95
24536
OrchestraPrime
Regulatory intelligence (FDA, ICH, EMA) and sanctions screening (OFAC, EU, UK) …
D 50 33 30 N/A N/A 23 95
24537
heesookiim
Enables interaction with Zuora's billing and subscription management platform t…
D 50 44 60 27 21 81
24538
hjlarry
MCP Server Claim
A Dify endpoint plugin that transforms a Dify application into a Model Control …
D 50 44 42 38 39 81
24539
Sriragulcodez
RagMCP Claim
A local command-based assistant that enables users to control system tools, pla…
D 50 43 50 30 N/A 27 89
24540
suhuail
A versatile tool that converts Web API interfaces into MCP tools for AI assista…
D 50 44 42 41 35 81
24541
czh2774
A powerful log bridging tool that synchronizes log information between Cocos Cr…
D 50 44 42 33 44 81
24542
sazboxai
A Model Control Protocol server that enables AI assistants to interact with Met…
D 50 44 48 43 21 80
24543
dion-hagan
A Model Context Protocol server implementation that allows AI models to interac…
D 50 43 41 30 N/A 42 89
24544
aldrin-labs
mcp server that allows to do actual actions related to solana first version add…
D 50 44 56 17 40 82
24545
dadbodgeoff
drift Claim
Codebase intelligence for AI. Detects patterns & conventions + remembers decisi…
D 50 43 42 32 N/A 29 92
24546
GladwinTM
Generates personalized learning paths by integrating with YouTube, Google Drive…
D 50 44 56 37 18 81
24547
manasp21
Provide advanced oscilloscope and function generator capabilities to AI agents,…
D 50 43 48 28 N/A 24 95
24548
cassiusoat
ChemMCP Claim
A chemistry computation platform providing 19 professional tools for molecular …
D 50 44 42 30 45 84
24549
Sentry01
A bridge between AI assistants like GitHub Copilot and Supabase databases, allo…
D 50 44 56 30 24 81
24550
schemacrawler
schemacrawler-ai Claim 1
Enables natural language schema queries — explore tables, keys, procedures, and…
D 50 33 30 N/A N/A 51 73
Showing 24501–24550 of 47628 servers
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