MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14051
vishal84
A secure MCP server example that demonstrates how to deploy to Google Cloud Run…
C 55 55 60 15 24 81 92
14052
doffpett
EvHenter MCP Claim 1
An event aggregation platform that enables users to search, retrieve, and creat…
C 55 66 62 63 0 27 80 93
14053
hkchao
findtime MCP Server Claim 2
MCP server for time in cities around the world, time zones, DST, conversion, an…
C 55 55 75 0 N/A 40 69 90
14054
pdichone
Enables exploration of geographical data including countries, cities, states/pr…
C 55 54 40 22 N/A 25 95 94
14055
JuanPQ26
Enables LLMs and AI applications to interact with Azure DevOps Work Items, supp…
C 55 55 54 17 23 81 99
14056
Yash-Pisat
AI Sticky Notes Claim
A Python-based MCP server that allows users to create, read, and manage digital…
C 55 54 42 17 N/A 23 95 100
14057
emmamannan
AI Sticky Notes Claim
Enables AI agents to create, read, and summarize sticky notes stored in a local…
C 55 54 38 15 N/A 29 95 100
14058
truongducthuan
A full-featured bookstore MCP server with 6 tools for searching books, managing…
C 55 66 60 65 0 26 81 94
14059
supavec
Supavec MCP Server Claim
Enables fetching relevant content and embeddings from Supavec via the Model Con…
C 55 66 78 37 0 51 81 88
14060
nirholas
PumpFun Claims Bot Claim 1
MCP server for PumpFun on-chain intelligence — tokens, claims, holders, and bun…
C 55 55 49 0 N/A 70 70 99
14061
meanands
A natural language interface that allows Claude to execute SQL queries on your …
C 55 54 48 36 N/A 12 77 94
14062
DynamicEndpoints
Execute PowerShell commands securely with controlled timeouts and input validat…
C 55 66 86 30 0 46 81 87
14063
hatimitu76
mcp-shoten-url Claim
Enables creation of shortened URLs using the x.gd URL shortening service throug…
C 55 66 54 63 0 42 81 94
14064
whitmanca
A Model Context Protocol server that provides real-time cryptocurrency price fe…
C 55 55 45 25 24 81 100
14065
peterjohnbeck
An MCP server that enables retrieval of historical weather data (temperature, p…
C 55 55 41 30 33 81 91
14066
rioriost
AGE-MCP-Server Claim 1
An MCP server that provides natural language interaction with Apache AGE graph …
C 55 66 71 26 0 66 81 95
14067
lichman0405
An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) st…
C 55 54 39 25 N/A 30 92 89
14068
nihalxkumar
arch-mcp Claim 1
Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and of…
C 55 66 86 10 0 70 74 100
14069
KeralPatel
A production-ready MCP server that wraps the Kxcoscan blockchain explorer API i…
C 55 66 78 38 0 30 81 98
14070
sofianhamiti
s3-tools Claim 2
An MCP server that provides tools for interacting with AWS S3 buckets, enabling…
C 55 55 57 23 20 81 91
14071
Narasimhakatta
JMeter MCP Server Claim 1
A Model Context Protocol server that enables execution of JMeter performance te…
C 55 54 33 33 N/A 18 95 93
14072
salamentic
Creates travel agent-level flight plans using the fast-flights API, allowing us…
C 55 55 60 26 15 81 87
14073
mamprimauto
Enables executing terminal commands and managing files across different context…
C 55 55 48 82 23 81 30
14074
pythagraph
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provi…
C 55 66 66 62 0 25 81 95
14075
ag2-mcp-servers
An MCP server that enables interaction with OnSched's consumer-facing appointme…
C 55 55 45 56 21 83 64
14076
minji337
MCP Slack Python Claim 1
An MCP server that enables interaction with Slack workspaces through tools for …
C 55 55 39 62 30 81 58
14077
posidron
PowerShell MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to execute PowerShel…
C 55 55 45 82 N/A 25 80 29
14078
docdyhr
mcp-wordpress Claim
MCP Server to manage a Wordpress CMS system.
C 55 66 60 41 0 87 81 76
14079
jlmelis
Sanity MCP Server Claim 2
An MCP server that enables Claude Desktop to interact with Sanity.io content, p…
C 55 55 53 32 19 81 87
14080
crazyrabbitLTC
Brex MCP Server Claim 1
A Model Context Protocol server that enables AI agents to interact with Brex fi…
C 55 66 45 72 0 51 80 92
14081
blackboxprojects
A Cloudflare Worker that provides a Model Context Protocol (MCP) interface for …
C 55 55 48 28 21 81 96
14082
gaupoit
Enables AI assistants to manage WordPress sites through natural conversation, s…
C 55 66 76 37 0 43 81 97
14083
elinsky
Enables AI-native task and project management through natural language conversa…
D 54 64 84 28 0 26 95 88
14084
philschmid
Gemini MCP Server Claim 1
A Model Context Protocol server that enables LLMs to perform web searches using…
D 54 66 51 60 0 48 81 91
14085
Durgam58
Enables users to fetch jokes from various categories including Chuck Norris jok…
D 54 66 48 55 0 44 81 100
14086
gooboot
MCP-BOS Claim
A modular, extensible Model Context Protocol server framework designed for Clau…
D 54 55 60 26 20 81 77
14087
cwilby
SQL Server MCP Claim 1
A Model Context Protocol server that enables AI assistants (Cursor, Windsurf, C…
D 54 66 53 56 0 46 81 96
14088
wilsonchenghy
ShaderToy-MCP Claim 1
MCP Server for ShaderToy, a site where people share GLSL shader. This MCP serve…
D 54 55 33 32 38 81 90
14089
PostcardBot
mcp-server Claim
Send real physical postcards worldwide via AI agents. Bulk send up to 500 recip…
D 54 66 84 10 0 63 81 93
14090
burkeholland
Generates VS Code installation buttons and markdown badges for MCP servers, sup…
D 54 66 72 58 0 20 81 88
14091
charris-msft
Enables querying Azure retail pricing information, comparing costs across regio…
D 54 66 90 33 0 21 80 90
14092
graphlit
mcp Claim
Your memory, everywhere AI goes. Build knowledge once, access it via MCP anywhe…
D 54 66 90 10 0 60 82 90
14093
JewelreyBoxAI
Exposes GoHighLevel (GHL) sub-account tools to Anthropic-powered LangGraph agen…
D 54 55 68 56 18 81 31
14094
taka-yayoi
Enables LLMs to retrieve Tokyo Stock Exchange stock information and execute SQL…
D 54 55 56 27 19 81 81
14095
AkhrHysd
A Model Context Protocol server that interfaces with PokeAPI to provide Pokémon…
D 54 55 39 52 21 81 70
14096
arikusi
deepseek Claim 1
MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, an…
D 54 66 81 10 0 84 72 92
14097
ToolOracle
Reserve Asset Intelligence MCP — live gold/silver prices as ES256K-signed evide…
D 54 55 66 0 25 81 97
14098
kiss-kedaya
Crypto MCP Claim
A cryptocurrency price query service based on Model Context Protocol that provi…
D 54 55 54 28 18 78 86
14099
mapbox
Mapbox MCP Server Claim
Provides geospatial intelligence to AI agents through Mapbox APIs, enabling geo…
D 54 66 86 10 0 88 73 83
14100
ELISHA1994
An MCP server that exposes SQLite database operations as tools, enabling natura…
D 54 55 57 27 16 81 83
Showing 14051–14100 of 57357 servers
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