MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26363
Scored
1627
Verified
16957
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7651
gensecaihq
pfSense MCP Server Claim
A production-grade server that enables natural language interaction with pfSens…
B 70 55 82 43 46 76 98
7652
Go-555
Note Post MCP Claim
Enables automated publishing and draft saving to note.com platform using Playwr…
B 70 55 78 100 N/A 33 95 25
7653
saoqixiaomm
Yuque MCP Server Claim
Enables access to Yuque (语雀) documentation through cookie-based authentication,…
B 70 54 60 71 N/A 23 95 90
7654
DibyaRanjan1
A remote Model Context Protocol server that extracts YouTube video transcripts …
B 70 55 62 66 48 80 90
7655
roboulos
Automates FreshBooks invoicing and time tracking through Claude, allowing users…
B 70 55 78 71 24 81 80
7656
imankamyabi
DynamoDB MCP Server Claim 2
Enables management of DynamoDB resources through the Model Context Protocol, su…
B 70 55 90 53 34 74 90
7657
AlanGreyjoy
Server that ingests Swagger/OpenAPI specifications and Postman collections, pro…
B 70 55 72 70 26 80 92
7658
ResakaGit
mcp-vitacore Claim
A session memory consolidation and architectural oversight system that uses Gem…
B 70 55 66 65 42 82 92
7659
marcoeg
mcp-bauplan Claim 1
A minimalist MCP server for interacting with Bauplan data tables and executing …
B 70 55 84 41 41 80 99
7660
guangxiangdebizi
FinanceMCP-DCTHS Claim 2
A financial data server integrating Tushare API to provide sector indexes, mark…
B 70 55 86 100 46 80 19
7661
noisysocks
Autoconsent MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities f…
B 70 55 63 100 N/A 25 95 52
7662
robobobby
Provides access to the Finnish company registry (PRH/YTJ) to search for busines…
B 70 55 72 100 30 81 50
7663
fongfai
A starter template for building Model Context Protocol (MCP) servers using Node…
B 70 54 60 58 N/A 35 92 100
7664
Snack-JPG
Enables AI assistants to interact with Godot game projects through real-time er…
B 70 55 78 43 46 81 96
7665
x8yuv
Weather MCP Server Claim
Provides weather forecasts and alerts for US locations using the National Weath…
B 70 55 84 100 28 81 35
7666
strangelove-ventures
Web3 MCP Server Claim
A Model-Context-Protocol server enabling users to perform basic operations on S…
B 70 55 74 60 45 74 91
7667
skyDuanXianBing
Enable AI assistants and applications to seamlessly interact with ArcGIS Online…
B 70 55 60 100 N/A 47 89 42
7668
LassiterJ
MCP Server Starter Claim 1
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
B 70 55 68 100 43 81 44
7669
morphik-org
Morphik MCP Claim
Enables interaction with the Morphik multi-modal database system for document i…
B 70 55 60 72 33 81 98
7670
jfposton
Enables searching the Wake County Public Library catalog and all NC Cardinal li…
B 70 55 60 82 29 81 91
7671
ejcho623
agent-breadcrumbs Claim
Unified agent work logging and observability across ChatGPT, Claude, Cursor, Co…
B 70 55 86 36 56 82 88
7672
coinselor
MCP Server Starter Claim 1
A production-ready template for building Model Context Protocol servers in Type…
B 70 54 72 62 N/A 38 95 74
7673
cap5192
Enables management and monitoring of Cisco Meraki networks, including device op…
B 70 55 78 66 21 81 93
7674
Bob-lance
Grok MCP Plugin Claim
Provides seamless access to Grok AI's capabilities (chat completion, image unde…
B 70 55 92 36 49 81 84
7675
salacoste
Solve AI context window limits for API docs | Convert any Swagger/OpenAPI to se…
B 70 54 88 32 N/A 42 90 92
7676
kishimoto-banana
MCP server that integrates with Shopify API, allowing Claude Desktop users to r…
B 70 55 72 63 40 81 87
7677
JJJHoons
Enables comprehensive security vulnerability scanning and code quality analysis…
B 70 55 84 61 20 80 92
7678
stass
exif-mcp Claim 1
A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and…
B 70 54 57 62 N/A 42 92 96
7679
dongwoosuk
Outlook MCP Claim
Enables semantic search and AI-powered analysis of Outlook emails using RAG-bas…
B 70 54 88 27 N/A 45 95 92
7680
ryanjoachim
mcp-batchit Claim
🚀 MCP aggregator for batching multiple tool calls into a single request. Reduce…
B 70 54 72 67 N/A 24 90 86
7681
RhombusSystems
Rhombus MCP Server Claim
Enables AI assistants to interact with Rhombus physical security systems, provi…
B 70 55 60 66 37 82 99
7682
Meerkats-Ai
A Model Context Protocol server that connects to RocketReach API, enabling AI a…
B 70 55 77 70 20 80 89
7683
wuyunmei
Manages AI conversation context and personal knowledge bases through the Model …
B 70 55 72 66 22 81 97
7684
hkopenai
An MCP server providing access to Hong Kong transportation data, including pass…
B 70 55 67 58 45 81 97
7685
TauqeerAhmad5201
Docker MCP Server Claim 1
Enables natural language interaction with Docker commands and operations. Suppo…
B 70 55 72 100 N/A 25 95 39
7686
malvernbright
MCP Odoo Server Claim 1
Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC …
B 70 55 78 62 29 76 95
7687
i-am-bee
acp-mcp Claim 1
An MCP server acting as an adapter into the [ACP](https://agentcommunicationpro…
B 70 54 45 70 N/A 70 92 81
7688
solomonneas
wazuh-mcp Claim 1
An MCP server for the Wazuh SIEM/XDR platform that enables users to query agent…
B 70 55 57 62 53 83 95
7689
michaeljiangmingfeng-debug
quanttogo-mcp-servers Claim 1
MCP servers for quantitative trading: live trading signals, market data, NAV hi…
B 70 55 72 100 49 81 38
7690
wopal-cn
A Model Context Protocol server that provides real-time hot trending topics fro…
B 70 55 75 87 43 82 51
7691
parthashirolkar
Gmail MCP Server Claim
Enables AI applications to send emails, manage drafts, and compose professional…
B 70 54 60 65 N/A 23 95 98
7692
fnf-deepHeading
Provides secure, read-only access to Snowflake databases through the Model Cont…
B 70 55 76 40 57 81 94
7693
oharkins
Provides comprehensive access to real-time weather data, forecasts, historical …
B 70 55 60 71 29 82 100
7694
kablewy
FRED MCP Server Claim 3
A Model Context Protocol server that provides tools to search and retrieve econ…
B 70 55 79 67 19 83 90
7695
rodrigoai
Enables creating and managing customer records via an external API with Bearer …
B 70 55 84 58 24 80 92
7696
mizchi
Lighthouse MCP Claim
Enables AI models to perform Google Lighthouse website performance analysis, in…
B 70 55 78 53 33 81 96
7697
PancrePal-xiaoyibao
Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search …
B 70 55 90 57 27 81 82
7698
JamesANZ
memory-mcp Claim 1
An MCP server that stores and retrieves memories from multiple LLMs using Mongo…
B 70 54 55 58 N/A 52 92 92
7699
Saurabhsing21
Literature MCP Claim 1
A specialized MCP server that provides a structured interface to the Europe PMC…
B 70 55 58 61 57 83 91
7700
anhkhoa289
MCP Playground Claim 1
A demonstration MCP server supporting both Stdio and SSE transports, providing …
B 70 55 72 83 47 81 55
Showing 7651–7700 of 33449 servers
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