MCP Server Quality Scores

Independent quality analysis of 60387 public MCP servers

60387
Discovered
29948
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24501
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
24502
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
24503
hima2b4
A minimal MCP server template that provides a basic endpoint for testing ChatGP…
D 50 44 42 50 22 81
24504
sparshdrolia
Creates and maintains a semantic knowledge graph of code that allows maintainin…
D 50 43 48 31 N/A 24 90
24505
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
24506
czh2774
A powerful log bridging tool that synchronizes log information between Cocos Cr…
D 50 44 42 33 44 81
24507
geopolitis
Enables secure management of agent-scoped secrets in HashiCorp Vault through MC…
D 50 44 44 38 35 81
24508
firmmaple
A-Share MCP Server Claim
Provides comprehensive A-share (Chinese stock market) data including stock info…
D 50 44 42 38 38 81
24509
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
24510
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
24511
taielab
A curated collection of top-tier penetration testing tools and productivity uti…
D 50 33 30 N/A N/A 25 95
24512
haqops
A template for creating secure, remotely accessible MCP servers with OAuth auth…
D 50 44 48 40 24 80
24513
suhuail
A versatile tool that converts Web API interfaces into MCP tools for AI assista…
D 50 44 42 41 35 81
24514
ag2-mcp-servers
An MCP Server that provides access to League of Legends statistics via the Spor…
D 50 44 45 47 21 81
24515
ag2-mcp-servers
An MCP server that provides a conversational interface to Firebase Rules API, a…
D 50 44 45 47 21 81
24516
ImRonAI
Provides comprehensive access to Telnyx's telephony and communication services …
D 50 44 56 32 24 81
24517
nanbingxyz
mcpsvr Claim
Discover Exceptional MCP Servers
D 50 43 50 15 N/A 35 95
24518
ailearncoder
Home Assistant MCP Claim
Enables control and monitoring of Home Assistant smart home devices through MCP…
D 50 44 34 43 42 81
24519
dion-hagan
A Model Context Protocol server implementation that allows AI models to interac…
D 50 43 41 30 N/A 42 89
24520
andysalvo
Free MCP tools: the only MCP linter, health checks, cost estimation, and trust …
D 50 44 72 0 42 80
24521
memara-memory
Memara Claim
Memara MCP Server provides persistent memory capabilities for Claude Desktop th…
D 50 33 36 N/A N/A 12 95
24522
knishioka
Enables comprehensive analysis of Interactive Brokers portfolios through automa…
D 50 44 48 25 42 84
24523
feldivia
MCP CMF Tools Claim 1
MCP server for Chilean financial regulation, providing economic indicators (UF,…
D 50 33 27 N/A N/A 27 95
24524
ag2-mcp-servers
An MCP Server that provides a natural language interface to Google Cloud Resour…
D 50 44 45 52 21 78
24525
kdoronin
Figma MCP Server Claim
A Python implementation of the Model Context Protocol server that enables AI as…
D 50 44 54 35 21 81
24526 D 50 33 38 N/A N/A 12 95
24527
ZNCOU
MCP Installer Claim 1
A meta-server that allows Claude to install other MCP servers from npm or PyPi,…
D 50 43 54 7 N/A 42 95
24528
thought2code
A collection of MCP server examples developed by various Java SDKs
D 50 43 50 12 N/A 39 95
24529
ag2-mcp-servers
An MCP server that enables interacting with Google's Indexing API, allowing age…
D 50 44 45 57 21 71
24530
aldrin-labs
mcp server that allows to do actual actions related to solana first version add…
D 50 44 56 17 40 82
24531
ahooop
WHOIS MCP Server Claim
A Python-based server that provides tools for querying domain WHOIS information…
D 50 44 42 40 36 81
24532
thlandgraf
AskMeMCP Claim
Enables AI assistants to request human input through a web interface, allowing …
D 50 43 48 26 N/A 31 92
24533
dadbodgeoff
drift Claim
Codebase intelligence for AI. Detects patterns & conventions + remembers decisi…
D 50 43 42 32 N/A 29 92
24534
bernierllc
brain-trust Claim
Enables AI agents to ask questions and review planning documents by connecting …
D 50 44 42 10 78 81
24535
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
24536 D 50 43 48 25 N/A 27 94
24537
pingcy
ChatPPT-MCP Claim
A multi-document RAG engine server that enables intelligent querying and analys…
D 50 44 54 36 19 81
24538
F4bse-94
dealfront Claim
D 50 33 30 N/A N/A 24 95
24539
mrugankpednekar
Optimize crew and workforce schedules, resource allocation, and routing with li…
D 50 55 62 56 0 46 81
24540
thichcode
A Model Context Protocol server for integrating with ServiceDesk Plus On-Premis…
D 50 44 57 35 21 80
24541
jacgood
A custom server that integrates WebDNA documentation with AI assistants by scra…
D 50 44 48 41 26 81
24542
F4bse-94
dealfront Claim
D 50 33 30 N/A N/A 24 95
24543
hjlarry
MCP Server Claim
A Dify endpoint plugin that transforms a Dify application into a Model Control …
D 50 44 42 38 39 81
24544
EstebanIIT
A FastAPI-based JSON-RPC 2.0 server implementation that enables users to work w…
D 50 43 34 56 N/A 18 89
24545
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
24546
akshayarav
A model-agnostic Model Context Protocol server implementation that works with a…
D 50 44 60 27 24 81
24547
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
24548
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
24549
User-Gold
Enables Claude Desktop to interact with PostgreSQL databases through natural la…
D 50 44 50 38 25 80
24550
cassiusoat
ChemMCP Claim
A chemistry computation platform providing 19 professional tools for molecular …
D 50 44 42 30 45 84
Showing 24501–24550 of 60387 servers
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