MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31797
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6601
bobtista
Create videos and images using Luma AI, this MCP server handles all API functio…
B 71 55 84 82 22 81 66
6602
MissionSquad
An MCP server implementation that integrates the SearXNG API for powerful web s…
B 71 55 71 100 45 81 46
6603
verIdyia
spotify-mcp Claim 1
An MCP server that enables users to control Spotify playback, search music, and…
B 71 55 63 67 53 80 90
6604
flydev-fr
mcp-delphi Claim 1
Delphi and Lazarus/FPC MCP server: build/clean pascal projects via MCP tools.
B 71 55 78 82 N/A 63 87 37
6605
twolven
Puppeteer MCP Server Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
B 71 54 75 56 N/A 36 82 100
6606
TYLERSFOSTER
Enables LLMs to control synthesizer parameters in real-time by translating natu…
B 71 54 90 28 N/A 32 95 100
6607
adexltd
MCP Google Suite Claim 3
A Model Context Protocol server that provides seamless integration with Google …
B 71 55 63 100 62 82 40
6608
Zhangtiande
AMapMCP Claim
A FastAPI and fastmcp based Amap Navigation MCP tool that provides interactive …
B 71 55 66 75 40 81 84
6609
maxtheman
mcpManager Claim
A desktop app and local MCP gateway that centralizes management of Claude/Codex…
B 71 54 86 40 N/A 29 95 96
6610
Activi-AI
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
B 71 55 78 60 33 80 96
6611
Alok114
open-meteo-mcp Claim
B 71 55 100 57 N/A 45 95 45
6612
Lakshya-Saini
MySQL MCP Server Claim 1
Enables AI assistants to securely interact with MySQL databases for schema disc…
B 71 55 90 56 23 76 94
6613
pbandreddy
Provides programmatic access to BlazeMeter's performance testing platform throu…
B 71 55 78 71 23 81 91
6614
dacebt
MCP Prompt Cleaner Claim
Enhances and cleans raw prompts using AI to make them more clear, actionable, a…
B 71 55 72 67 49 81 79
6615
DynamicEndpoints
supabase-mcp Claim 2
An MCP server that provides tools for interacting with Supabase databases, stor…
B 71 55 69 66 45 71 98
6616
flutterninja9
Better Fetch Claim 1
A Model Context Protocol server that intelligently fetches and processes web co…
B 71 55 63 100 50 81 52
6617
szeider
Consult7 Claim
Enables AI agents to analyze large codebases and document collections by consul…
B 71 55 90 33 68 81 85
6618
JMitac
Performs automated web accessibility audits following WCAG standards using axe-…
B 71 54 84 50 N/A 23 95 90
6619
BrennerSpear
Twilio MCP Claim
Enables sending SMS text messages through Twilio's messaging service with a sim…
B 71 55 80 60 27 81 97
6620
lasaths
Provides access to 1,000+ Phosphor Icons with 6 weight styles, enabling icon se…
B 71 55 80 61 35 80 91
6621
goswamig
Fetch MCP Server Claim 1
Provides functionality to fetch web content in various formats, including HTML,…
B 71 55 90 47 23 81 100
6622
jeongsukwak
mcp-server Claim
B 71 54 66 72 N/A 32 91 85
6623
INFORMERadm
crypt-r Claim
B 71 54 66 55 N/A 44 90 97
6624
vivashu27
An MCP server for identifying SQL injection vulnerabilities in web applications…
B 71 55 63 82 27 81 92
6625
hd-deman
Enables interaction with Helm charts on ArtifactHub by providing tools to retri…
B 71 54 60 58 N/A 56 90 94
6626
focus-digital
Indexes the locally-installed @trussworks/react-uswds package and helps code as…
B 71 54 74 58 N/A 27 95 90
6627
Rohitkumar0056
A web application for securely managing GitHub tokens and providing centralized…
B 71 55 96 71 21 81 69
6628
fovi-llc
A Model Context Protocol server that provides tools for interacting with both R…
B 71 55 57 82 39 81 90
6629
AIWerk
MCP Catalog Claim
A searchable directory of MCP server recipes that enables AI agents to discover…
B 71 55 76 66 53 82 70
6630
Samuelr2112
Enables users to manage appointments through a FastAPI backend with PostgreSQL …
B 71 55 84 55 21 81 100
6631
AminForou
mcp-gsc Claim
Google Search Console Insights with Claude AI for SEOs
B 71 54 82 41 N/A 37 90 98
6632
juparave
Gemini MCP Server Claim
Enables comprehensive codebase analysis using Google's Gemini CLI and its massi…
B 71 54 78 56 N/A 26 95 91
6633
starlink-awaken
MCP OpenClaw Claim 2
An MCP server that integrates with the OpenClaw API to enable AI assistants to …
B 71 55 69 55 64 76 92
6634
Vic563
Provides Minesweeper game functionality through the Model Context Protocol, all…
B 71 55 84 83 N/A 23 95 51
6635
t3rm1nu55
A visual UI builder that enables Claude to create and update web interfaces in …
B 71 54 90 38 N/A 28 95 92
6636
twodoorsdev
An MCP server that connects to your React Native application debugger
B 71 54 63 60 N/A 52 90 90
6637
hydrolix
mcp-hydrolix Claim
Hydrolix time-series datalake integration providing schema exploration and quer…
B 71 55 80 42 54 80 96
6638
lumberjack-so
JoeMCP Claim
Connects AI assistants to JoeAPI construction management system, enabling manag…
B 71 55 82 100 28 81 43
6639
CLOUDWERX-DEV
GPT Image 1 MCP Claim 1
A Model Context Protocol server that enables generating and editing images usin…
B 71 55 69 72 46 81 82
6640
datdeboer
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
B 71 55 78 61 27 81 96
6641
webshoten
Enables secure interaction with MySQL databases through SQL queries, supporting…
B 71 55 86 67 21 81 86
6642
wei
Enables AI assistants to search, retrieve, and interact with HackerNews content…
B 71 55 78 52 46 81 91
6643
MikeO-AI
A local-first MCP server for indexing and searching codebases using PostgreSQL …
B 71 54 72 41 N/A 60 90 93
6644
masx200
GitLab MCP Server Claim
Enables AI assistants to interact with GitLab by wrapping the REST API v4 into …
B 71 55 78 100 46 81 37
6645
microsoft
markitdown Claim
MCP tool access to MarkItDown -- a library that converts many file formats (loc…
B 71 54 72 30 N/A 72 94 94
6646
ThinkyMiner
codetree Claim
Gives coding agents structured code understanding via tree-sitter with 23 tools…
B 71 54 78 35 N/A 54 95 93
6647
BACH-AI-Tools
MCP Google Maps Claim
Provides access to Google Maps API functionality including places search, geoco…
B 71 55 78 62 32 81 93
6648
iamarunbrahma
mediallm Claim
B 71 54 84 33 N/A 60 90 88
6649
dcSpark
MCP Crypto Wallet EVM Claim 1
Provides Claude with access to Ethereum and EVM-compatible blockchain operation…
B 71 55 78 91 47 71 57
6650
54rt1n
Container-MCP Claim
A secure, container-based implementation of the Model Context Protocol (MCP) th…
B 71 55 72 55 46 81 100
Showing 6601–6650 of 66455 servers
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