MCP Server Quality Scores

Independent quality analysis of 33593 public MCP servers

33593
Discovered
27999
Scored
1933
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9651
hkk101
MCP Server for MySQL Claim 2
A Model Context Protocol server that provides read-only access to MySQL databas…
C 67 55 73 82 39 81 49
9652
ProfessionalWiki
MediaWiki Claim
Enable Large Language Model clients to interact seamlessly with any MediaWiki w…
C 67 66 88 62 0 82 80 99
9653
VaishnaviJagan
A standalone MCP server that exposes Petstore API endpoints as tools for AI ass…
C 67 55 94 41 22 78 86
9654
kamath
Enables creating temporary email inboxes and sending emails through the AgentMa…
C 67 55 54 68 26 82 100
9655
kukapay
An MCP server for batch-generating wallets compatible with Ethereum and all EVM…
C 67 55 51 62 45 76 100
9656
zaidk2021
Provides a standardized interface to fetch and deliver jokes, including Chuck N…
C 67 55 48 55 52 82 100
9657
4geru
Enables AI assistants to send LINE messages, including text, stamps, Flex Messa…
C 67 55 72 100 24 81 40
9658
guangxiangdebizi
Quant2Ptrader-MCP Claim 1
Automatically converts JoinQuant quantitative trading strategies to Ptrade plat…
C 67 55 86 42 31 82 85
9659
LaurieWired
GhidraMCP Claim 1
A Model Context Protocol server for Ghidra that enables LLMs to autonomously re…
C 67 54 59 32 N/A 62 90 95
9660
Pantainos-Toolkit
Integrates with Perplexity's API to provide web search and AI-powered answers w…
C 67 55 60 68 30 80 89
9661
nxt3d
CRM MCP Server Claim
A production-ready MCP server for Customer Relationship Management (CRM) that u…
C 67 54 72 26 N/A 46 90 100
9662
mahdin75
gis-mcp Claim
A Model Context Protocol server that connects LLMs to GIS operations, enabling …
C 67 55 64 33 N/A 74 82 87
9663
marchi-lau
Provides tools for AI assistants to interact with Airtable databases, enabling …
C 67 66 96 71 0 52 81 98
9664
tamagokakedon
A cross-platform desktop application that runs a Model Context Protocol server,…
C 67 54 72 36 N/A 27 95 100
9665
mateusjunges
An OAuth-authenticated MCP server that bridges Claude AI with a task management…
C 67 55 72 68 24 81 80
9666
Aganium
agenium-mcp-server Claim
Bridge MCP servers to the AGENIUM agent:// network via DNS discovery
C 67 66 94 72 0 55 80 99
9667
melihbirim
Enables AI assistants to interact with PostgreSQL databases using natural langu…
C 67 55 62 62 28 80 98
9668
LazerThings
An MCP server that leverages multiple Claude instances to provide enhanced resp…
C 67 55 75 52 23 81 92
9669
Shivbaj
Provides intelligent weather services through an orchestrated multi-server arch…
C 67 55 72 38 42 81 100
9670
ivanbtrujillo
MCP Server Example Claim
A basic MCP server template that can be integrated with Cursor to enable AI too…
C 67 54 50 61 N/A 26 94 100
9671
Adrie-coder
A server that assists users in finding electronic components compatible with JL…
C 67 54 62 50 N/A 56 90 75
9672
Solafon
Solafon MCP Claim 1
An MCP server for building AI-powered bots and interacting with Solana wallets …
C 67 55 45 66 53 80 96
9673
truaxki
PDF to PNG MCP Server Claim 2
A Model Context Protocol server that converts PDF documents into PNG images thr…
C 67 54 71 45 N/A 18 95 96
9674
williammian
Provides weather alerts for US states and geographic forecasts by leveraging th…
C 67 55 66 60 21 81 100
9675
sailaoda
search-fusion-mcp Claim 1
🔍 High-Availability Multi-Engine Search Aggregation MCP Server - Intelligent Fa…
C 67 55 64 46 50 80 93
9676
Leee62
PickAPIcon MCP Claim
MCP server that allows FE/UI/Designers to retrieve SVG icons via the Iconify AP…
C 67 55 66 100 40 81 37
9677
sbraind
MCP Lite Wrappers Claim
Lightweight MCP wrappers that consolidate multiple tools from services like Sup…
C 67 55 96 37 32 80 77
9678
vlttnv
Kubernetes Monitor Claim
A read-only MCP server for Kubernetes that allows querying cluster information …
C 67 55 82 26 41 81 99
9679
mnhlt
WebSearch-MCP Claim 1
A Model Context Protocol server that enables AI assistants to perform real-time…
C 67 55 55 62 45 81 91
9680
nitin-kumar101
A Retrieval-Augmented Generation system that enables uploading, processing, and…
C 67 54 54 66 N/A 19 95 94
9681
Seym0n
tiktok-mcp Claim
Interact with TikTok videos
C 67 66 90 67 0 76 80 95
9682
koya-rama
A modern chat interface that provides real-time weather information and forecas…
C 67 55 80 46 16 81 98
9683
lyw405
Enables AI-driven frontend component design and code generation from natural la…
C 67 54 90 26 N/A 25 95 87
9684
VibeCoding4-JC
PDP MCP Server Claim 2
An MCP server that provides RAG-powered Q\&A regarding Indonesia's Law No. 27 o…
C 67 55 45 82 24 82 94
9685
Articulated7
enfusion-mcp Claim 1
An MCP server for Arma Reforger and Enfusion engine modding that enables users …
C 67 54 75 25 N/A 62 92 84
9686
Sunwood-ai-labs
SourceSage MCP Claim 2
A TypeScript-based server that visualizes project directory structures in Markd…
C 67 55 72 100 N/A 43 87 16
9687
Kshitij-21
Enables AI assistants to interact with the Zerodha trading platform for placing…
C 67 55 60 68 19 81 95
9688
mikeysrecipes
BlenderMCP Claim
Connects Blender to Claude AI through the Model Context Protocol (MCP), enablin…
C 67 54 66 32 N/A 44 95 99
9689
acenaga
Connects Claude Desktop to the Open-Meteo API to retrieve real-time weather dat…
C 67 54 60 50 N/A 29 92 97
9690
ryan-haver
Fusebase MCP Server Claim 1
Enables AI assistants to manage Fusebase workspaces by providing 46 tools for h…
C 67 54 88 27 N/A 32 87 94
9691
JarvisOnM4
MCP server for AI agents to report infrastructure needs they encounter during t…
C 67 54 51 52 N/A 47 90 95
9692
BACH-AI-Tools
Enables access to real-time news articles through search, topic headlines, full…
C 67 55 56 100 45 81 44
9693
lis186
A Model Context Protocol server that provides accurate Taiwan holiday and makeu…
C 67 55 69 100 57 81 17
9694
saiprasadthalluri
Enables LLMs to search for food products and retrieve detailed nutritional info…
C 67 54 60 56 N/A 19 95 98
9695
Danielpeter-99
calcom-mcp Claim 1
MCP server for Calcom. Manage event types, create bookings, and access Cal.com …
C 67 54 61 43 N/A 39 95 96
9696
Alex-ChanHC
RAG MCP Server Claim 1
A Model Context Protocol server that exposes Retrieval-Augmented Generation cap…
C 67 55 63 61 21 81 100
9697
evgenygurin
R2R FastMCP Server Claim
Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling s…
C 67 55 84 46 27 77 88
9698
xiaoyuchenhot
Weather MCP Server Claim
Provides current weather information for any city worldwide using the free Open…
C 67 55 66 56 21 81 100
9699
michael7736
MySQL MCP Server Claim 2
A Model Context Protocol server that allows AI agents to execute SQL queries ag…
C 67 55 77 100 26 71 42
9700
Yang-Charles
Enables AI assistants to perform IP geolocation and nearby place searches using…
C 67 54 54 71 N/A 31 95 75
Showing 9651–9700 of 33593 servers
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