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
◉ Complete Scores
7551
docxmxm
Enables academic research through Google Scholar by searching for papers, findi…
B 70 55 84 53 34 82 89
7552
noopstudios
A MCP server that enables human-in-the-loop workflow in AI-assisted development…
B 70 54 47 56 N/A 64 95 94
7553
alexcandrabersiva
binance-futures-mcp Claim 2
Comprehensive Binance Futures trading MCP server with 41 professional trading t…
B 70 55 72 91 60 80 39
7554
descope-sample-apps
Descope MCP Server Claim
Enables interaction with Descope's Management APIs to search audit logs and use…
B 70 55 60 70 43 81 92
7555
michaelpine25
Google Drive MCP Claim
Connects Claude Desktop to Google Drive, allowing Claude to access and interact…
B 70 54 66 56 N/A 23 95 100
7556
terryso
MetaTag Genie Claim
MetaTag Genie
B 70 55 74 82 N/A 50 95 37
7557
scmcphub
decoupler-MCP Claim
Provides a natural language interface for single-cell RNA-Seq analysis using th…
B 70 55 78 60 39 81 85
7558
stefanveliki
Vreme Temporal MCP Claim 1
Provides AI assistants with rich temporal intelligence including timezone conve…
B 70 55 78 53 42 82 89
7559
dahuangbaojian
Detects Chinese mobile phone number carriers (China Mobile, China Unicom, China…
B 70 54 72 38 N/A 39 95 100
7560
readmigo
shipkit Claim
Unified app publishing MCP Server for Google Play, App Store, and 10+ Chinese s…
B 70 54 84 43 N/A 55 75 90
7561
prasadabhishek
photographi-mcp Claim
Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Li…
B 70 54 66 30 N/A 79 95 87
7562
eze-godoy
ns-bridge Claim 1
An MCP server that enables AI assistants to interact with the Netherlands Railw…
B 70 55 63 46 75 81 91
7563
kukapay
bridge-rates-mcp Claim
Delivering real-time cross-chain bridge rates and optimal transfer routes to on…
B 70 55 66 58 43 83 97
7564
gmailhasan
Weather MCP Server Claim
Provides current weather data and hourly forecasts for any location worldwide u…
B 70 55 66 71 24 81 96
7565
vbrail
Provides secure access to Figma designs through Cursor IDE using a personal acc…
B 70 55 78 56 30 83 94
7566
RhombusSystems
Rhombus MCP Server Claim
Enables AI assistants to interact with Rhombus physical security systems, provi…
B 70 55 60 66 37 82 99
7567
seandavi
OLS MCP Server Claim
Provides reliable access to the Ontology Lookup Service (OLS) API, enabling AI …
B 70 55 72 82 N/A 25 95 59
7568
zazencodes
Public APIs MCP Claim
Enables semantic search and discovery of free public APIs from an extensive cat…
B 70 55 66 82 61 81 57
7569
chiefautism
mcp-buttplug Claim 1
An MCP server that connects Claude and other MCP clients to buttplug.io, allowi…
B 70 44 51 N/A N/A 32 95 99
7570
klei30
mcp-google-sheets Claim
B 70 54 72 41 N/A 45 90 98
7571
jkf87
Weather MCP Server Claim
Provides real-time weather information for major South Korean cities using the …
B 70 55 56 82 40 83 82
7572
anishphilip012git
WireMCP Secure Claim
Production-ready MCP server for real-time network traffic analysis and packet c…
B 70 54 54 73 N/A 29 95 93
7573
recursivesquircle
Enables AI agents to manage a file-backed ticketing system directly within a lo…
B 70 54 78 57 N/A 30 89 85
7574
amcharts
amcharts5 Claim
On-demand access to amCharts 5 docs, code examples, and API reference
B 70 54 60 56 N/A 39 92 100
7575
theYahia
hh-mcp Claim 1
MCP server for hh.ru jobs API — vacancy search, salary stats, employers, region…
B 70 44 51 N/A N/A 58 83 90
7576
gemyago
Enables interaction with Bitbucket through the Model Context Protocol, allowing…
B 70 55 80 71 67 81 43
7577
7gugu
whistle-mcp Claim
Whistle MCP Server is a Whistle proxy management tool based on the Model Contex…
B 70 55 82 100 50 81 19
7578
sleepysoong
Provides real-time stock price information from Yahoo Finance API for global ma…
B 70 55 78 100 24 81 48
7579
ccdatatraits
FMP MCP Server Claim 1
An MCP server that provides tools for financial analysis using the Financial Mo…
B 70 55 81 100 26 81 43
7580
BadRooBot
Provides AI tools for generating project planning documents including technical…
B 70 55 72 68 23 81 96
7581
doronaviguy
Provides real-time information about Ethereum addresses across multiple chains …
B 70 55 80 62 23 81 92
7582
vexxvakan
A Model Context Protocol (MCP) server for fetching Rust crate documentation fro…
B 70 55 66 58 52 81 91
7583
nicholasrubright
MCPatterns Claim 1
An MCP server that enables users to store and retrieve personalized coding patt…
B 70 54 79 50 N/A 28 90 94
7584
fernsugi
x402-api Claim
DeFi data API for AI agents — pay-per-call via x402/USDC on Base
B 70 64 94 68 0 69 95 100
7585
Omer-Sadeh
Brings rubber duck debugging to AI-powered IDEs by providing a tool for articul…
B 70 54 60 55 N/A 36 95 98
7586
smithery-ai
Shopify Update MCP Server
B 70 55 60 70 37 78 98
7587
BaranDev
Provides direct access to the RAWG gaming database, allowing users to search fo…
B 70 55 70 56 34 83 100
7588
binalyze
A Node.js server implementing Model Context Protocol (MCP) that enables natural…
B 70 55 62 82 51 77 73
7589
aakarsh-sasi
mcp-with-ssh Claim
Memory bank with Server as SSH support for central knowledge base
B 70 55 86 28 64 82 90
7590
Solvro
Enables querying a Neo4j knowledge graph about Wroclaw University of Science an…
B 70 55 68 67 34 81 94
7591
FabrWill
GraphQL MCP Server Claim 1
A Model Context Protocol server for executing GraphQL queries, allowing AI mode…
B 70 55 57 70 43 81 95
7592
ampcome-mcps
Notion MCP Server Claim
Connects AI assistants to Notion workspaces, allowing users to search, create, …
B 70 55 72 68 21 82 93
7593
jfposton
Enables searching the Wake County Public Library catalog and all NC Cardinal li…
B 70 55 60 82 29 81 91
7594
JoshDoesIT
Enables automated review and analysis of network security controls (AWS Securit…
B 70 55 96 33 39 81 92
7595
AnthonyAlcaraz
Skill Retriever Claim
A graph-based MCP server that discovers, resolves dependencies, and installs th…
B 70 55 84 55 31 78 89
7596
JenHsuan
Alayman MCP Server Claim
Enables access to articles from alayman.io, allowing users to fetch, search, an…
B 70 55 78 62 27 81 92
7597
waTeim
Enables LLMs to manage PostgreSQL clusters in Kubernetes using the CloudNativeP…
B 70 55 80 46 46 81 94
7598
srnetadmin
Nanoleaf MCP Server Claim 2
A Model Context Protocol server that enables controlling Nanoleaf smart lights …
B 70 55 69 55 41 82 100
7599
manolaz
A Model Context Protocol server that enables AI models to interact with the Sol…
B 70 55 59 71 43 81 90
7600
flagify-com
Enables network security scanning using Nmap through MCP protocol. Supports qui…
B 70 55 66 71 43 81 84
Showing 7551–7600 of 30006 servers
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