MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5101
mideind
Provides access to the Database of Icelandic Morphology (BÍN) to look up word i…
B 73 55 66 82 42 81 89
5102
SanketSKasar
Enables comprehensive HubSpot CRM integration through the Model Context Protoco…
B 73 55 90 43 55 81 93
5103
Chill-AI-Space
Vault MCP Claim 2
MCP server for credential isolation — bots use passwords and API keys without s…
B 73 55 51 100 N/A 56 95 56
5104
ExHo7
Exegol MCP Server Claim
Enables AI agents to interact with Exegol pentesting containers to execute comm…
B 73 54 92 56 N/A 24 87 93
5105
manuelariasfz
mcp-colombia Claim
This MCP server connects AI agents with Colombian e-commerce, travel, and finan…
B 73 55 66 71 55 81 90
5106
Muhammad-Idzhans
MCP Server Starter Claim
A starter template for building MCP servers with SQLite database integration. P…
B 73 54 66 66 N/A 31 95 97
5107
sawyer-shi
Generates beautiful mind map images from Markdown text with multiple layout opt…
B 73 55 96 56 25 81 91
5108
h-lu
CNKI MCP Server Claim 1
Enables AI agents to search and retrieve academic papers from China National Kn…
B 73 55 54 100 N/A 26 95 81
5109
arlexperalta
Provides real-time Venezuelan economic data, including official and parallel ex…
B 73 55 84 73 24 80 92
5110
joe-watkins
Enables accessibility testing of websites and HTML content using axe-core and I…
B 73 54 78 56 N/A 36 95 93
5111
mcp360
Unified MCP Gateway Platform, Marketplace & Custom MCPs
B 73 55 90 72 N/A 27 81 79
5112
keyhoffman
Diff MCP Server Claim 1
Enables Claude to compare text strings for exact equality and display detailed …
B 73 55 90 57 21 84 100
5113
freefish1218
Enables users to download HuggingFace models through natural language requests …
B 73 55 86 38 71 82 88
5114
zerocracy
A server module for Claude Desktop that enables integration with Zerocracy, all…
B 73 54 66 52 N/A 69 95 88
5115
oculairmedia
Provides comprehensive tools for managing BookStack instances, including full C…
B 73 55 86 67 32 80 87
5116
YobieBen
A meta-MCP server that uses Llama AI as an orchestrator to intelligently route …
B 73 55 96 51 36 81 88
5117
promplate
gh-mcp Claim
Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server expose…
B 73 55 62 82 N/A 46 95 76
5118
wapred
MCP Math Tools Claim
Provides basic mathematical operations like addition, subtraction, multiplicati…
B 73 54 74 60 N/A 29 95 100
5119
winninghealth
Provides access to 56 professional medical calculators covering multiple specia…
B 73 54 74 58 N/A 43 94 92
5120 B 73 54 78 58 N/A 22 95 99
5121
EmpathySlainLovers
Mobile Next MCP Claim 1
A Model Context Protocol server that enables scalable mobile automation for iOS…
B 73 55 45 82 N/A 52 95 93
5122
jamesctucker
Enforces a three-phase gated workflow (Research → Plan → Implement) for complex…
B 73 55 68 82 32 81 92
5123
5ajaki
MCP Etherscan Server Claim 2
Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …
B 73 55 78 62 37 82 100
5124
pyrex41
MCP CLI Wrapper Claim
Wraps any CLI tool and exposes its subcommands as MCP tools with typed paramete…
B 73 54 84 58 N/A 24 95 88
5125
jujumilk3
ezmcp Claim 1
Easy-to-use MCP server framework specialized for SSE.
B 73 54 96 42 N/A 41 90 84
5126
vic3custodio
Automates trade surveillance support workflows by parsing inquiry emails, searc…
B 73 55 60 82 N/A 31 95 86
5127
leafsicle
Muni-MCP Claim
Professional building code compliance assistant that interfaces with municipal …
B 73 55 72 68 39 81 96
5128
AnEntrypoint
gm-exec Claim
wanna develop an app ❓
B 73 54 80 36 N/A 64 90 98
5129
roshanponnappa
Enables simultaneous querying and schema exploration across multiple database t…
B 73 55 86 55 43 76 98
5130
rklugsederoeaw
Provides access to Austrian cultural heritage through the Kulturpool API, enabl…
B 73 55 100 60 39 81 71
5131
OleBo
Weather MCP Server Claim
Provides weather information and alerts from the National Weather Service, incl…
B 73 55 60 82 39 81 98
5132
lorine93s
Marinade Finance MCP Server is an MCP server specifically designed for the Mari…
B 73 55 60 100 N/A 47 95 53
5133
jeanibarz
Retrieve and list content from various knowledge bases effortlessly. Enhance yo…
B 73 54 90 28 N/A 54 95 96
5134
zazencodes
Unit Converter MCP Claim
Provides precise conversions between different units of measurement including t…
B 73 54 60 57 N/A 58 95 98
5135
madbonez
caldav-mcp Claim
Universal MCP server for CalDAV protocol integration. Works with any CalDAV-com…
B 73 55 84 67 23 80 98
5136
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 55 96 56 23 82 90
5137
Cresium
Cresium MCP Server Claim
Enables AI tools to manage financial operations through the Cresium Partner API…
B 73 55 78 65 35 80 100
5138
joadataarg
MIST.cash MCP Server Claim 1
Enables AI agents to interact with MIST.cash privacy-preserving payment protoco…
B 73 55 90 62 25 82 90
5139
haasonsaas
MCP Utility Tools Claim 1
A collection of tools that enhance MCP-based workflows with caching, retry logi…
B 73 55 90 65 N/A 71 95 39
5140
lansespirit
image-gen-mcp Claim 1
An MCP server that integrates with gpt-image-1 & Gemini imagen4 model for text-…
B 73 55 69 70 N/A 45 81 97
5141
shawndrake2
Enables access to U.S. Census Bureau data including demographics, population, i…
B 73 55 90 62 27 81 92
5142
wrediam
A Model Context Protocol server that enables semantic search capabilities by pr…
B 73 55 63 68 52 82 97
5143
rados10
Enables secure access to your YouTube Watch Later playlist, allowing retrieval …
B 73 55 88 58 40 81 86
5144
cruz-andr
otel-server Claim 2
MCP server for Docker container inspection and OpenTelemetry trace querying via…
B 73 66 85 80 31 69 81 96
5145
BRO3886
Memory Custom Claim 1
A customized MCP memory server that enables creation and management of a knowle…
B 73 55 90 82 N/A 43 89 46
5146
ahostbr
mcp-0ne Claim 1
A standalone MCP gateway that multiplexes multiple backend MCP servers behind a…
B 73 55 72 66 42 80 99
5147
howiehuang220-star
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
B 73 55 88 58 27 82 100
5148
jackedelic
Enable AI assistants to interact seamlessly with Discord by managing servers, c…
B 73 55 96 82 N/A 43 81 45
5149
ofershap
sqlite Claim
SQLite MCP — query databases, inspect schemas, explain queries, export data.
B 73 54 70 56 N/A 60 88 91
5150
ttpears
GitLab MCP Server Claim 1
Enable powerful LLM-driven exploration and analysis of GitLab instances with co…
B 73 55 84 82 N/A 67 81 44
Showing 5101–5150 of 30006 servers
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