MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9601
1Levick3
PostgreSQL MCP Server Claim 1
A Model Context Protocol server that enables interaction with PostgreSQL databa…
C 67 55 71 53 47 71 90
9602
MadeByNando
Enables AI models to interact with Linear for issue tracking and project manage…
C 67 55 66 66 22 81 89
9603
java-jaydev
kiwoom-mcp Claim 1
A Model Context Protocol server that wraps the Kiwoom Securities REST API to pr…
C 67 54 45 66 N/A 61 89 79
9604
byteplant-dev
byteplant-mcp Claim 2
An MCP server that provides Email, Phone and Address Validation Services from B…
C 67 55 51 82 N/A 31 67 98
9605
falahgs
Enables high-quality 3D-style cartoon image generation using Google Gemini AI a…
C 67 55 72 100 23 81 42
9606
heyzgj
Provides comprehensive access to CoinMarketCap's cryptocurrency data including …
C 67 55 72 71 27 78 73
9607
PolarVista
Xcode MCP Server Claim 3
A Model Context Protocol server that enables AI assistants to build and test Xc…
C 67 54 69 53 N/A 24 82 99
9608
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
9609
Danjraizen
Moviesda MCP Server Claim 1
An MCP server for searching and managing Tamil movies from moviesda16.com using…
C 67 54 63 52 N/A 25 90 100
9610
RanRuan
Integrates Sentry error monitoring with AI-powered analysis to automatically ca…
C 67 55 72 58 24 81 90
9611
didacusdev
A collection of two MCP servers that enable querying One Piece anime characters…
C 67 55 60 57 44 82 88
9612
yawlhead91
MariaDB MCP Server Claim
Enables interaction with MariaDB databases through secure read-only operations.…
C 67 55 66 74 46 81 63
9613
fabiothiroki
Talk to your data locally 💬📊. A private AI Data Analyst built with the Model Co…
C 67 54 66 37 N/A 45 95 92
9614
freakynit
one-mcp Claim
A lightweight MCP server that enables intelligent tool management and semantic …
C 67 55 64 53 39 80 93
9615
ksavchyn
Enables interaction with Databricks workspaces using On-Behalf-Of authenticatio…
C 67 55 80 43 21 82 100
9616
Cam10001110101
Processes emails from Outlook with date filtering, storing them in SQLite datab…
C 67 54 60 58 N/A 28 95 88
9617
FaceDeer
Calibre MCP Server Claim
Connects AI agents to Calibre ebook libraries for searching, reading, and manag…
C 67 54 72 30 N/A 47 90 92
9618
sbraind
MCP Lite Wrappers Claim
Lightweight MCP wrappers that consolidate multiple tools from services like Sup…
C 67 55 96 37 32 80 77
9619
lasindu-themiya
Generates HTML, CSS, JavaScript components and complete websites using free LLM…
C 67 55 66 60 21 81 96
9620
hyen43
A server built with mcp-framework that allows users to extend Claude's capabili…
C 67 55 92 100 23 82 12
9621
FallseF
Enables AI to analyze and transform data using fusion algorithms with statistic…
C 67 55 78 91 N/A 23 95 29
9622
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
9623
AbhiGit-Trimble
Weather MCP Server Claim
Provides access to real-time weather data, 5-day forecasts, air quality informa…
C 67 55 60 51 50 81 94
9624
vhspace
IPA MCP Server Claim
Enables management of FreeIPA resources including user groups, host groups, HBA…
C 67 55 76 41 34 80 100
9625
aiforhumans
Provides essential utility tools for text processing, file operations, hashing,…
C 67 54 72 27 N/A 46 95 94
9626
djm81
Log Analyzer MCP Claim
A Python-based MCP server that enables AI-assisted log file analysis with featu…
C 67 55 82 30 38 81 100
9627
bit-part
Enables AI-driven batch refactoring of Movable Type content via the MT Data API…
C 67 55 72 72 39 80 64
9628
CaptainCrouton89
MCP Maker Claim
A specialized server that helps users create new Model Context Protocol (MCP) s…
C 67 55 72 82 N/A 23 95 44
9629
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
9630
camilovelezr
Enables AI assistants to work through complex problems step-by-step with dynami…
C 67 55 90 32 40 81 86
9631
antonioschaffert
Provides AWS service recommendations based on use case descriptions and allows …
C 67 55 78 47 25 81 94
9632
marchi-lau
Provides tools for AI assistants to interact with Airtable databases, enabling …
C 67 66 96 71 0 52 81 98
9633
kukapay
An MCP server for batch-generating wallets compatible with Ethereum and all EVM…
C 67 55 51 62 45 76 100
9634
latiftplgu
Spotify MCP Server Claim 2
A Model Context Protocol server that enables AI assistants like Claude Desktop …
C 67 55 57 72 19 83 94
9635
pavel-kirienko
Webcam MCP Claim 1
An MCP server that provides LLM agents with direct access to webcam hardware fo…
C 67 54 49 31 N/A 71 94 99
9636
samihalawa
Koyeb MCP Server Claim
Enables programmatic management of Koyeb resources including apps, services, de…
C 67 55 48 68 39 81 96
9637
zxzinn
A remote MCP server deployable on Cloudflare Workers that provides integrated G…
C 67 55 60 67 27 81 95
9638
Blackklegend
Enables interaction with PostgreSQL databases through natural language commands…
C 67 55 66 55 24 81 100
9639
chenqi146
Torna MCP Server Claim
Bridges Torna API documentation system with AI assistants, enabling natural lan…
C 67 55 72 43 42 78 99
9640
yop-platform
yeepay-mcp Claim 1
The Yeepay MCP service provides integration with Yeepay services via the Model …
C 67 55 72 100 45 71 32
9641
0xsaju
Integrates local language models (like Qwen3-8B) with MCP clients, providing to…
C 67 54 84 31 N/A 24 95 92
9642
deeppath-ai
Enables rapid analysis of landing pages for SEO compliance, conversion structur…
C 67 55 58 100 41 81 43
9643
mmmaaatttttt
This server integrates with the Ticketmaster API to provide AI agents with real…
C 67 55 74 58 20 81 88
9644
Sunwood-ai-labs
aira-mcp-server Claim 3
A Model Context Protocol server for creating commit messages from git staged fi…
C 67 54 57 60 N/A 60 90 70
9645
MarceauSolutions
hvac-quotes-mcp Claim
HVAC equipment RFQ management for contractors - submit quotes to distributors, …
C 67 55 94 27 24 81 95
9646
hemenge133
Screen View MCP Claim
Enables AI assistants to capture and analyze screenshots using Claude Vision AP…
C 67 55 76 68 28 82 69
9647
merge-api
Merge MCP Server Claim
Provides integration between Merge API and LLM providers supporting the MCP pro…
C 67 55 78 45 27 82 94
9648
lucasmontano
MCP Montano Server Claim
A TypeScript-based server project that can be integrated with Cursor IDE as an …
C 67 54 62 52 N/A 34 94 89
9649
rtcface
Allows interaction with MongoDB collections and documents through standardized …
C 67 55 74 61 28 78 86
9650
princefishthrower
Generates O'Reilly parody book covers that display directly in Claude Desktop a…
C 67 55 76 41 43 81 91
Showing 9601–9650 of 48148 servers
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