MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6601
azumausu
Enables AI agents to analyze shogi (Japanese chess) positions and moves by inte…
B 71 54 66 63 N/A 43 95 83
6602
tejas-borate-wai
Provides real-time access to Material-UI component documentation, enabling user…
B 71 55 78 91 29 81 61
6603
Stryk91
Universal MCP bridge to LSP servers. One binary, 6 languages, config-driven.
B 71 54 84 28 N/A 49 90 100
6604
Kpangaa
NPM MCP Server Claim 2
A Model Context Protocol server that enables language models to interact with n…
B 71 55 69 100 N/A 57 84 38
6605
joshuadavidthomas
Django MCP Server Claim
Enables LLM assistants to explore Django project structure through read-only re…
B 71 55 78 40 72 81 89
6606
ajaykallepalli
Provides grocery price and nutritional information search capabilities, allowin…
B 71 55 94 100 18 81 37
6607
Vic563
Provides Minesweeper game functionality through the Model Context Protocol, all…
B 71 55 84 83 N/A 23 95 51
6608
TYLERSFOSTER
Enables LLMs to control synthesizer parameters in real-time by translating natu…
B 71 54 90 28 N/A 32 95 100
6609
th3w1zard1
Implements CEDARScript, a SQL-like language for code manipulation.
B 71 55 90 100 N/A 19 87 35
6610
araxiaonline
MySQL MCP Server Claim
A lightweight server for executing SQL queries and inspecting schemas across mu…
B 71 55 100 36 24 81 99
6611
szeider
Consult7 Claim
Enables AI agents to analyze large codebases and document collections by consul…
B 71 55 90 33 68 81 85
6612
NFTGo
NFTGo MCP Server Claim
Provides access to NFTGo's Developer API for retrieving NFT collection details,…
B 71 55 84 65 27 78 90
6613
mark3labs
phalcon-mcp Claim
phalcon-mcp
B 71 55 78 38 64 80 95
6614
zhaojw-php
Enables AI assistants to safely query MySQL databases with read-only access, fe…
B 71 55 72 60 42 81 96
6615 B 71 54 66 48 N/A 55 92 94
6616
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
6617
shubhamgrg04
Scrapes and serves India's national vehicle registration database (VAHAN Dashbo…
B 71 55 80 66 28 80 88
6618
Zaptimist
Enables AI assistants to execute commands on a Proxmox host via SSH with built-…
B 71 55 78 91 N/A 31 90 46
6619
dyneth02
Full-stack air quality analytics platform built with FastAPI, React, and MySQL.…
B 71 54 66 67 N/A 27 95 91
6620
Yarflam
Weather MCP Server Claim 1
A free Model Context Protocol server that retrieves global weather data and for…
B 71 55 80 68 22 81 88
6621
thejusdutt
Enables comprehensive web and news searches via the Google Custom Search API wi…
B 71 55 66 65 50 80 91
6622
vog01r
Enables managing Google Cloud Platform infrastructure through natural language,…
B 71 55 90 51 28 81 92
6623
Zacarx
JavaSinkTracer MCP Claim
Enables AI-powered Java source code vulnerability auditing through function-lev…
B 71 54 84 50 N/A 27 95 85
6624
amurshak
CongressMCP-full Claim
The open Congress.gov MCP server. Provides comprehensive access to the Congress…
B 71 55 84 48 55 82 84
6625
lxy2109
Doubao TTS MCP Claim 1
A Model Context Protocol server that wraps Volcengine's Text-to-Speech API, all…
B 71 55 57 82 44 81 87
6626
sensuslab
ByteBot MCP Server Claim
Enables autonomous task execution and direct desktop computer control through B…
B 71 55 78 100 25 81 55
6627
refgrow
mcp Claim
Model Context Protocol server for Refgrow affiliate program management API
B 71 54 60 72 N/A 35 84 96
6628
oregpt
Enables AI agents to interact with Slack workspaces through OAuth authenticatio…
B 71 55 78 75 22 81 83
6629
Khowabunga
Enables research of federal contract awards, market opportunities, and competit…
B 71 55 72 57 49 81 92
6630
crazyrabbitLTC
Analyzes codebases using Repomix and LLMs to provide structured code reviews wi…
B 71 55 86 57 34 76 93
6631
efikuta
Transforms YouTube into a queryable knowledge source with search, video details…
B 71 55 84 63 25 81 91
6632
Prajapdh
Provides comprehensive Google Sheets integration for creating, reading, updatin…
B 71 55 78 67 21 78 100
6633
aahl
MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器,为AI提供搜索影视播放地址的能力…
B 71 55 51 100 N/A 74 95 33
6634
TheoEwzZer
winsight Claim
Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.
B 71 54 66 32 N/A 69 95 100
6635
el95149
Enables AI assistants to search for files and content across the file system us…
B 71 54 76 58 N/A 49 95 68
6636
dcarter610
Enables playback control of local audio files through a virtual audio output de…
B 71 54 72 41 N/A 57 92 91
6637
Imsxm15
AIO-Osint Claim
All in one Osint tools
B 71 54 90 28 N/A 37 95 99
6638
abdou-ghonim
PostgreSQL MCP Server Claim 1
A Model Context Protocol server that provides AI assistants with secure, read-o…
B 71 55 79 61 22 81 99
6639
phnx
Enables LLM assistants to store, retrieve, and update user-specific context mem…
B 71 55 84 68 27 81 82
6640
Uzbyr
Enables management of Mistral AI agents through MCP tools including creating, l…
B 71 55 72 65 27 81 99
6641
berthojoris
A secure MySQL Model Context Protocol server that enables AI agents to interact…
B 71 55 84 58 28 76 96
6642
ssv445
A Model Context Protocol server that enables image generation and retrieval fro…
B 71 55 71 100 N/A 31 95 41
6643
Dustyposa
A high-performance server for analyzing GitHub user starred repositories, provi…
B 71 55 62 73 39 82 93
6644
intelligent-ears
Integrates ProjectDiscovery security tools to perform automated reconnaissance,…
B 71 55 90 83 N/A 25 90 46
6645
raghavared
Enables AI assistants to manage Gmail through natural language, supporting oper…
B 71 55 66 71 40 76 99
6646
luquitared
A starter template for building Model Context Protocol servers that can integra…
B 71 55 54 100 N/A 23 95 68
6647
yuque
Yuque MCP Server Claim 2
MCP server for Yuque (语雀) that exposes your knowledge base to AI assistants thr…
B 71 54 69 68 65 67 88
6648
giuseppe-coco
MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive an…
B 71 55 60 72 39 82 100
6649
dave-wind
mysql-mcp-server Claim
B 71 54 86 58 N/A 45 87 67
6650
Euraxluo
Browser-MCP Server Claim
A session-based MCP server that provides advanced browser automation capabiliti…
B 71 55 72 57 43 80 100
Showing 6601–6650 of 58579 servers
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