MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29489
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1451
Skeyelab
Directus MCP Server Claim 1
Enables comprehensive management of Directus instances through tools for schema…
B 80 55 84 71 65 83 94
1452
markswendsen-code
Sephora MCP Server Claim
Enables users to search for beauty products, manage shopping baskets, and compl…
B 80 54 96 76 N/A 35 87 94
1453
berlinbra
alpha-vantage-mcp Claim
Alpha Vantage API integration to fetch both stock and crypto information
B 80 55 92 68 51 80 100
1454
johnoconnor0
Enables comprehensive Google Ads campaign management and analysis through natur…
B 80 55 94 77 44 81 94
1455
titan213
Enables AI tools to interact with Oracle databases through query execution, sch…
B 80 55 100 53 65 78 99
1456
hakunapotato
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
B 80 54 86 65 N/A 49 95 97
1457
airdrop-alpha
Xcode MCP Server Claim 1
Enables AI assistants to manage Xcode projects by listing targets, reading conf…
B 80 54 90 67 N/A 48 90 96
1458
moonray
Figma MCP Server Claim 1
Facilitates the analysis of Figma file structures by extracting node hierarchie…
B 80 55 100 71 40 82 92
1459
JonathanJude
Enables AI agents to analyze and understand images using OpenRouter's vision mo…
B 80 55 100 71 46 81 91
1460
memstate-ai
memstate-mcp Claim
Versioned, structured memory for AI agents. Stores facts as keypaths with full …
B 80 66 84 80 97 35 80 93
1461
kousunh
Excel MCP Server Claim
Enables AI assistants to perform comprehensive Microsoft Excel operations inclu…
B 80 55 78 82 N/A 49 95 88
1462
66julienmartin
A Node.js/TypeScript implementation of a Model Context Protocol server for the …
B 80 55 94 68 46 81 100
1463
UI5
MCP server for UI5 Web Components development assistance
B 80 54 75 65 N/A 82 90 92
1464
OtherVibes
mcp-as-a-judge Claim
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via expl…
B 80 55 60 82 N/A 81 95 86
1465
joshrutkowski
applescript-mcp Claim 1
Enables LLM applications to interact with macOS through AppleScript.
B 80 55 92 82 N/A 55 95 66
1466
marckrenn
rtfmbro-mcp Claim
rtfmbro provides always-up-to-date, version-specific package documentation as c…
B 80 66 96 76 86 36 81 92
1467
ragnar-johannsson
MCP SGF Server Claim
Enables processing of SGF (Smart Game Format) files to extract comprehensive ga…
B 80 55 92 66 56 82 98
1468
anggasct
MCP-Insomnia Claim
Enables AI agents to create, manage, and execute API collections, requests, and…
B 80 55 96 51 77 76 99
1469
CyberhavenInc
Enables secure filesystem access with privacy controls using .mcpignore files t…
B 80 54 78 60 N/A 67 95 100
1470
jasondk
Clangaroo Claim
Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing w…
B 80 54 96 57 N/A 55 90 94
1471
Radek44
Enables AI-driven testing and automation of Tauri desktop applications through …
B 80 55 86 83 N/A 46 95 76
1472
universal-tool-calling-protocol
code-mode Claim
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code ex…
B 80 54 84 67 N/A 61 95 88
1473
aidongise-cell
Prism Scanner Claim
Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.
B 80 44 67 N/A N/A 59 95 97
1474
Vishisht16
humane-proxy Claim
AI safety middleware — detects self-harm and criminal intent in LLM prompts.
B 80 44 72 N/A N/A 75 75 99
1475
mlorentedev
hive Claim
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token…
B 79 55 70 82 N/A 83 80 83
1476
designcomputer
mysql_mcp_server Claim 1
MySQL database integration with configurable access controls, schema inspection…
B 79 54 90 52 N/A 72 87 96
1477
mixelpixx
SSH MCP Claim
SSH MCP
B 79 55 100 68 34 81 98
1478
louis030195
apollo-io-mcp Claim 1
B2B sales intelligence and prospecting with Apollo.io. Search for prospects, en…
B 79 55 92 76 43 81 91
1479
idoru
Run queries against InfluxDB OSS API v2.
B 79 55 84 68 75 76 92
1480
8b-is
smart-tree Claim
AI-native directory visualization with semantic analysis, ultra-compressed form…
B 79 54 100 37 N/A 82 90 88
1481
GDWN-BLDR
StateWeave Claim 1
Cross-framework cognitive state serializer for AI agents. Export, import, and d…
B 79 55 96 52 78 82 86
1482
bzsasson
Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spide…
B 79 55 70 82 N/A 47 95 95
1483
prismism-dev
Prismism Claim 1
Upload any file, get a tracked shareable link. DocSend for AI agents.
B 79 66 75 86 90 33 81 99
1484
omd0
Enables processing and translating SRT subtitle files with intelligent conversa…
B 79 55 78 100 N/A 31 95 75
1485
dirmacs
daedra Claim
Self-contained web search MCP server. Exhaustive backends with automatic fallba…
B 79 54 94 36 N/A 81 90 95
1486
sjalq
Trello MCP Lite Claim
Enables interaction with Trello through direct API passthrough with multi-accou…
B 79 55 96 68 52 80 91
1487
rog0x
time Claim
Timezone, dates, cron, timestamps for AI agents
B 79 44 72 N/A N/A 40 95 100
1488
dhofheinz
MCP ComfyUI Flux Claim 1
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
B 79 54 84 62 N/A 60 90 94
1489
mclose
dns-mcp Claim
Real-time DNS security analysis for AI assistants via MCP. Enables DNSSEC chain…
B 79 54 84 65 50 92 100
1490
sureshdotariya
MCP Accessibility Auditor is a powerful tool that brings professional web acces…
B 79 55 88 100 N/A 50 90 54
1491
everaldo
mcp-mistral-ocr Claim
OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
B 79 55 90 68 51 80 100
1492
useconduit
Conduit MCP Claim
Connects AI agents to Conduit data streams for ingesting events, querying data,…
B 79 54 94 67 35 89 99
1493
amazonbusiness
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
B 79 55 72 100 44 81 91
1494
Braffolk
Provides summarised output from various actions that could otherwise eat up tok…
B 79 54 90 71 N/A 51 84 92
1495
Aguantar
kafka-dataops-mcp Claim 1
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring
B 79 44 72 N/A N/A 47 95 97
1496
CryptoAPIs-io
MCP server for building unsigned transactions on multiple blockchains via Crypt…
B 79 64 81 76 94 37 83 89
1497
kaliaboi
mcp-zotero Claim 2
A connector for LLMs to work with collections and sources on your Zotero Cloud
B 79 55 94 72 41 80 99
1498
itiliti
autotask-mcp Claim 1
B 79 54 84 73 N/A 41 95 91
1499
CorporateSmalltalkConsultingLtd
ClaudeSmalltalk Claim 1
MCP server for AI interaction with live Smalltalk images
B 79 54 75 67 N/A 74 90 90
1500
lightos
Interactive Shell MCP Claim 1
Enables LLMs to create and manage persistent, interactive shell sessions with f…
B 79 54 100 56 N/A 48 87 97
Showing 1451–1500 of 44440 servers
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