MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11701
krunal16-c
Provides access to 250,000+ Canadian government datasets and specialized queryi…
C 63 55 78 32 24 80 90
11702
Manifest-Automation
Enables deployment of MCP servers on Cloudflare Workers without authentication …
C 63 55 48 67 24 81 87
11703
stefanstranger
mcp-server-vanmoof Claim
The VanMoof MCP Server implements the MCP specification to create a seamless co…
C 63 55 56 40 42 81 96
11704
bretbouchard
Where's Waldo Rick Claim 1
An MCP server that provides agentic vision capabilities for visual regression t…
C 63 55 51 62 27 81 86
11705
StanleytheGoat
aegis-defi Claim
Safety layer for autonomous DeFi agents. Scans contracts for exploit patterns, …
C 63 55 78 0 66 78 98
11706
regismesquita
A2A MCP Server Claim 1
An MCP server that enables Claude Desktop to communicate with A2A protocol agen…
C 63 55 51 63 19 81 95
11707
zzuse
An MCP server that enables users to compile C++ code and retrieve assembly outp…
C 63 55 57 57 25 82 89
11708
Jongryong
Connects to Jira instances to generate weekly reports based on issue activity, …
C 63 54 62 67 N/A 20 95 59
11709
michaelbuckner
ServiceNow MCP Server Claim 1
A Model Context Protocol server enabling AI agents to access and manipulate Ser…
C 63 55 33 71 45 81 90
11710
josuemj
Provides tools to retrieve and compare detailed information about countries, in…
C 63 55 48 56 28 82 100
11711
SecretiveShell
MCP-toolhouse Claim 2
MCP server for toolhouse.ai. This does not rely on an external llm unlike the o…
C 63 55 73 32 37 81 89
11712
moohoorama
A tool that enables access to Prometheus metrics data through a Model Context P…
C 63 55 72 41 18 80 93
11713
shawnmcb
a11y-mcp-server Claim 1
An MCP server for accessibility auditing that provides WCAG 2.2 criteria lookup…
C 63 55 45 55 32 83 100
11714
SaintDoresh
An MCP tool that provides stock market data and analysis using the Yahoo Financ…
C 63 55 66 31 37 82 99
11715
dabblefish-solutions
Enables the analysis of DBT manifests with automatic schema version detection a…
C 63 55 68 30 36 82 95
11716
kukapay
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
C 63 55 50 40 49 81 100
11717
guhank
NexusBridge Claim
Access 200+ AI models and 10 service categories through a single NexusBridge AP…
C 63 55 88 10 32 80 97
11718
ExpertVagabond
solmail Claim
Send physical mail with Solana cryptocurrency - AI agents can send real letters…
C 63 64 90 66 0 53 75 95
11719
AceDataCloud
mcp-serp Claim 1
MCP server for Google search results via SERP API
C 63 55 73 0 72 80 100
11720
brijr
Enables AI assistants to manage Facebook and Instagram advertising via the Meta…
C 63 66 88 72 0 40 81 90
11721
mirodn
mcp-server-public-transport is an open-source, locally hosted server providing …
C 63 66 72 76 0 54 82 94
11722
kukapay
cointelegraph-mcp Claim
Providing real-time access to the latest news from Cointelegraph.
C 63 55 64 32 40 82 97
11723
trypeggy
instagram_dm_mcp Claim 1
Instagram Direct messages MCP
C 63 54 47 31 N/A 48 95 100
11724
AsyncFuncAI
github-chat-mcp Claim 1
A Model Context Protocol (MCP) for analyzing and querying GitHub repositories u…
C 63 55 55 37 N/A 46 86 91
11725
DevEnterpriseSoftware
scrapi-mcp Claim
Web scraping using ScrAPI. Extract website content that is difficult to access …
C 63 66 86 72 0 49 81 91
11726
ZacharyHampton
HomeHarvest Claim 1
Scrape real estate listings with flexible filters for location, property type, …
C 63 55 53 57 N/A 23 83 94
11727
nickcham
MCP Worker OAuth Claim 1
A Model Context Protocol server template for Cloudflare Workers with GitHub OAu…
C 63 55 45 67 21 81 94
11728
goonoo
Enables uploading files to Notion with complete workflow support including file…
C 63 55 62 47 25 81 91
11729
gevans3000
Implements the Model Context Protocol to provide LLMs with tools for interactin…
C 63 55 60 56 16 81 90
11730
curtis-d-williams
A deterministic, read-only MCP server that enforces license headers in tracked …
C 63 54 50 32 N/A 50 92 95
11731
kolarova-ops
Rohlik MCP Server Claim 1
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
C 63 66 84 70 0 47 80 96
11732
ASXRND
Provides weather data via OpenWeatherMap API, file operations, and integration …
C 63 55 72 72 24 81 53
11733
davidyen1124
Caltrain MCP Server Claim 1
A Model Context Protocol server that provides real-time Caltrain schedule infor…
C 63 55 51 33 60 83 95
11734
kukapay
An MCP server that provides real-time whale alerts on Hyperliquid, flagging pos…
C 62 55 45 42 45 80 100
11735
PoliTwit1984
GitHub MCP Server Claim 2
A Model Context Protocol server that enables AI models to interact with GitHub'…
C 62 55 75 45 17 81 79
11736
Cam10001110101
Remote MCP Server Claim
A Cloudflare Workers-based implementation of the Model Context Protocol server …
C 62 55 54 57 30 80 82
11737
luchiniatwork
Provides intelligent web search capabilities using OpenAI's Web Search API with…
C 62 55 72 36 30 81 84
11738
shipstatic
ShipStatic Claim
Deploy static sites instantly from AI agents — no account required
C 62 64 72 71 0 55 83 94
11739
alicenjr
Enables interactive reincarnation storytelling where users choose their path af…
C 62 54 72 20 N/A 26 95 92
11740
leehyunseok-tech
mcp-server Claim
C 62 54 66 68 N/A 27 95 41
11741
xinkuang
Access real-time and historical market data for China A-shares and Hong Kong st…
C 62 66 70 60 0 75 81 93
11742
r0x0d
linux-mcp-server Claim 2
MCP server for read-only Linux system administration, diagnostics, and troubles…
C 62 64 65 66 0 74 81 95
11743
QAInsights
jmeter-mcp-server Claim
JMeter MCP Server for performance testing
C 62 54 66 33 N/A 25 89 93
11744
sirlordt
Execute commands in visible VSCode terminal tabs with output capture and sessio…
C 62 54 72 0 N/A 55 87 98
11745
brianshin22
YouTube Translate MCP Claim 1
A Model Context Protocol server that enables access to YouTube video content th…
C 62 55 45 47 45 78 96
11746
SaintDoresh
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
C 62 55 60 31 36 84 99
11747
Artin0123
Analyze images and videos with Gemini to get fast, reliable visual insights. Ha…
C 62 66 78 75 0 46 81 91
11748
HasnainAli47
TOON MCP Server Claim 1
Converts JSON data and system prompts to and from TOON (Token-Oriented Object N…
C 62 55 62 36 40 84 85
11749
nathanonn
MCP URL Fetcher Claim 1
A Model Context Protocol server that enables LLMs to fetch and process web cont…
C 62 55 45 62 21 80 97
11750
jabberjabberjabber
LLM Jukebox Claim
Enables LLMs to search YouTube for music, download videos as MP3 files, and pla…
C 62 54 62 31 N/A 24 89 97
Showing 11701–11750 of 30006 servers
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