MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21551
ImRonAI
Provides comprehensive access to Telnyx's telephony and communication services …
D 50 44 56 32 24 81
21552
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
21553
1nbuc
Enables interaction with SAP Integration Suite for designing, creating, and man…
D 50 44 48 36 30 81
21554
GladwinTM
Generates personalized learning paths by integrating with YouTube, Google Drive…
D 50 44 56 37 18 81
21555
ag2-mcp-servers
An MCP server that enables interacting with Google's Indexing API, allowing age…
D 50 44 45 57 21 71
21556
mastra-ai
A Discord bot server that integrates with Mastra's MCP Bot component to provide…
D 50 44 48 41 23 80
21557
ag2-mcp-servers
An MCP Server that enables interaction with the Obono RKSV API, automatically g…
D 50 44 45 47 21 80
21558
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
21559
HariFatherKR
A custom server that provides a REST API interface for Notion, allowing easy ac…
D 50 44 50 40 21 81
21560
yandex
Enables AI assistants to perform real-time web searches and retrieve AI-generat…
D 50 44 54 30 28 81
21561
jacgood
A custom server that integrates WebDNA documentation with AI assistants by scra…
D 50 44 48 41 26 81
21562
czh2774
A powerful log bridging tool that synchronizes log information between Cocos Cr…
D 50 44 42 33 44 81
21563
haqops
A template for creating secure, remotely accessible MCP servers with OAuth auth…
D 50 44 48 40 24 80
21564
heesookiim
Enables interaction with Zuora's billing and subscription management platform t…
D 50 44 60 27 21 81
21565
pingcy
ChatPPT-MCP Claim
A multi-document RAG engine server that enables intelligent querying and analys…
D 50 44 54 36 19 81
21566
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
21567
suryawanshishantanu6
Time-MCP Claim
An agentic AI system that answers time-related questions by calling a time API …
D 50 44 60 32 16 81
21568
Sentry01
A bridge between AI assistants like GitHub Copilot and Supabase databases, allo…
D 50 44 56 30 24 81
21569
rizaqpratama
Implements a Model Context Protocol server that provides context from CucumberS…
D 50 44 48 46 19 81
21570
adamamer20
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Googl…
D 50 55 82 28 0 52 80
21571
daniel-was-taken
TrainerML Claim
Advanced machine learning platform with MCP integration that enables automated …
D 50 44 48 43 23 81
21572
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
21573
ailearncoder
Home Assistant MCP Claim
Enables control and monitoring of Home Assistant smart home devices through MCP…
D 50 44 34 43 42 81
21574
manasp21
Provide advanced oscilloscope and function generator capabilities to AI agents,…
D 50 43 48 28 N/A 24 95
21575
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
21576
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
21577
firmmaple
A-Share MCP Server Claim
Provides comprehensive A-share (Chinese stock market) data including stock info…
D 50 44 42 38 38 81
21578
aarna-ai
aTars MCP by aarna provides AI agents with structured access to crypto market s…
D 50 33 30 N/A N/A 22 95
21579
thought2code
A collection of MCP server examples developed by various Java SDKs
D 50 43 50 12 N/A 39 95
21580
bernierllc
brain-trust Claim
Enables AI agents to ask questions and review planning documents by connecting …
D 50 44 42 10 78 81
21581
mrugankpednekar
Optimize crew and workforce schedules, resource allocation, and routing with li…
D 50 55 62 56 0 46 81
21582
hjlarry
MCP Server Claim
A Dify endpoint plugin that transforms a Dify application into a Model Control …
D 50 44 42 38 39 81
21583
ahooop
WHOIS MCP Server Claim
A Python-based server that provides tools for querying domain WHOIS information…
D 50 44 42 40 36 81
21584 D 50 33 32 N/A N/A 19 95
21585
suhuail
A versatile tool that converts Web API interfaces into MCP tools for AI assista…
D 50 44 42 41 35 81
21586
Gaffx
volatility-mcp Claim 1
MCP server for Volatility 3.x, allowing you to perform memory forensics analysi…
D 50 43 41 27 N/A 42 90
21587
cassiusoat
ChemMCP Claim
A chemistry computation platform providing 19 professional tools for molecular …
D 50 44 42 30 45 84
21588
akshayarav
A model-agnostic Model Context Protocol server implementation that works with a…
D 50 44 60 27 24 81
21589
ag2-mcp-servers
An MCP server that enables authentication and authorization with Google's OAuth…
D 50 44 45 50 21 76
21590
ag2-mcp-servers
An MCP server for interacting with the HackathonWatch API, allowing users to ac…
D 50 44 45 50 21 76
21591
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
21592
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
21593
ayupow
This server contains 5 tools. It could be used to identify critical facilities …
D 50 43 50 11 N/A 43 95
21594
andysalvo
Free MCP tools: the only MCP linter, health checks, cost estimation, and trust …
D 50 44 72 0 42 80
21595
thlandgraf
AskMeMCP Claim
Enables AI assistants to request human input through a web interface, allowing …
D 50 43 48 26 N/A 31 92
21596
dadbodgeoff
drift Claim
Codebase intelligence for AI. Detects patterns & conventions + remembers decisi…
D 50 43 42 32 N/A 29 92
21597
geopolitis
Enables secure management of agent-scoped secrets in HashiCorp Vault through MC…
D 50 44 44 38 35 81
21598
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
21599
ag2-mcp-servers
An MCP Server that provides access to League of Legends statistics via the Spor…
D 50 44 45 47 21 81
21600
aldrin-labs
mcp server that allows to do actual actions related to solana first version add…
D 50 44 56 17 40 82
Showing 21551–21600 of 30006 servers
« Prev 1 430 431 432 433 434 601 Next »