MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5501
donway19
MCPlanManager Claim 1
An AI agent task management system that provides structure and visualization fo…
B 73 55 62 82 46 81 87
5502
bitflight-devops
mcp-json-yaml-toml Claim
A token-efficient, schema-aware MCP server that enables AI assistants to safely…
B 73 54 72 32 N/A 74 94 98
5503
xiangma9712
MySQL MCP Server Claim
Enables interaction with a MySQL database via JSON commands, supporting read-on…
B 73 55 90 48 49 74 100
5504
tuliperis
SharkMCP Claim 1
A Model Context Protocol server that provides network packet capture and analys…
B 73 54 69 62 N/A 41 95 90
5505
rkm097git
Enables direct creation and management of educational content on the EuConquist…
B 73 55 90 63 28 81 87
5506
sancovp
MCPify Claim
Provides instant access to MCP development documentation, best practices, produ…
B 73 55 84 87 N/A 24 95 58
5507
rebots-online
Facilitates semantic analysis of chat conversations through vector embeddings a…
B 73 55 78 70 40 82 88
5508
nuskey8
docs.rs MCP Claim 1
An MCP server that enables searching for Rust crates and their documentation fr…
B 73 55 79 83 N/A 58 95 39
5509
MadeByTokens
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
B 73 54 66 62 N/A 54 90 93
5510
wiresharks
A relay server that enables communication between Claude Code and Codex through…
B 73 54 86 43 N/A 45 94 91
5511
sh6drack
zen-mcp Claim 1
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
B 73 54 75 58 N/A 37 89 99
5512
depwire
depwire Claim
Dependency graph + 15 MCP tools for AI coding assistants. Parses TypeScript, Ja…
B 73 54 90 26 N/A 55 90 100
5513
franHR11
MySQL MCP Server Claim
Enables AI models to interact with MySQL databases through standardized operati…
B 73 55 84 100 47 81 39
5514
FitoDomik
GitLab MCP Server Claim
Connects AI assistants to GitLab to interact with merge requests, reviews, disc…
B 73 55 86 68 21 81 93
5515
hrmeetsingh
Enables automation of browser tasks using Playwright by interacting via Claude …
B 73 55 90 82 N/A 40 95 40
5516
ycjcl868
A Model Context Protocol server that provides real-time CNN Fear & Greed Index …
B 73 54 67 60 N/A 48 92 96
5517
Aler1x
Enables interaction with Monobank personal accounts through MCP tools to fetch …
B 73 55 86 70 19 81 93
5518
sac916
Enables AI assistants to automate web browsers through Playwright, providing ca…
B 73 55 96 56 19 81 97
5519
joadataarg
MIST.cash MCP Server Claim 1
Enables AI agents to interact with MIST.cash privacy-preserving payment protoco…
B 73 55 90 62 25 82 90
5520
guardd
Orcho MCP Server Claim
Provides real-time security risk assessment for AI coding prompts, analyzing po…
B 73 55 84 66 30 81 91
5521
Nareshtt
Provides distraction-free access to YouTube by allowing AI assistants to retrie…
B 73 54 78 61 N/A 25 90 98
5522
LikhonSheikh404
Provides comprehensive search capabilities including web search, content extrac…
B 73 55 76 73 21 82 99
5523
stephenpeters
Conclave MCP Claim
Provides access to multiple frontier LLM models (GPT, Claude, Gemini, Grok, Dee…
B 73 55 66 82 42 81 87
5524
mariano-cecowski
Store MCP Server Claim
Enables AI agents to store and retrieve information persistently using key-valu…
B 73 54 86 53 N/A 21 95 99
5525
veithly
Enables language models to fetch and parse standard RSS/Atom feeds and RSSHub c…
B 73 55 72 62 46 81 100
5526
stilllovee
Memory MCP Server Claim
Enables AI agents to maintain context across conversation sessions by saving an…
B 73 55 78 66 31 82 99
5527
Crei03
Enables read-only access to PostgreSQL and MySQL/MariaDB databases through MCP …
B 73 54 78 56 N/A 24 95 100
5528
Artegy
Enables comprehensive codebase analysis using Google's Gemini AI through CLI in…
B 73 54 90 58 N/A 16 95 91
5529
markswendsen-code
MCP server for Chipotle — let AI agents find locations, browse menus, build cus…
B 73 54 75 62 N/A 32 89 100
5530
amurshak
Provide comprehensive and unified access to U.S. congressional legislative data…
B 73 54 84 48 N/A 55 90 86
5531
jerichosequitin
Metabase Claim
A high-performance Model Context Protocol server for AI integration with Metaba…
B 73 54 64 48 N/A 75 95 88
5532
marianstefi20
Decision OS MCP Claim 1
An LLM-native decision tracking system that captures unexpected engineering out…
B 73 55 90 60 30 83 91
5533
joshhmann
OSRS MCP Server Claim
This server enables interaction with the Old School RuneScape (OSRS) Wiki API a…
B 73 54 66 65 N/A 53 90 90
5534
Nocodeboy
YouTube MCP Server Claim 1
An MCP server that allows Claude and other AI assistants to interact with the Y…
B 73 55 75 68 43 78 92
5535
christian-posta
MCP Auth Server Claim
A Model Context Protocol (MCP) server with HTTP transport that implements JWT a…
B 73 55 96 48 29 81 100
5536
planetscale
mcp Claim
The PlanetScale CLI includes an MCP server that provides AI tools direct access…
B 73 55 74 40 N/A 82 82 96
5537
amol21p
interactive-terminal Claim 1
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Dock…
B 73 55 51 100 N/A 57 78 76
5538
nickjlucker
greynoise Claim 1
MCP server for GreyNoise API - Check if IPs are internet background noise or ta…
B 73 55 63 100 N/A 66 83 48
5539
aitersmam888
Enables automated generation of FreeRTOS embedded projects for chips like BK725…
B 73 54 90 51 N/A 39 95 78
5540
mikeysrecipes
Maigret MCP Server Claim
Enables OSINT research by searching usernames across hundreds of social network…
B 73 54 78 55 N/A 42 95 86
5541
rubinsh
An MCP server that enables Claude to access Windows screenshots from WSL2, allo…
B 73 54 75 53 N/A 51 90 93
5542
5ajaki
MCP Etherscan Server Claim 2
Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …
B 73 55 78 62 37 82 100
5543
JoshuaRileyDev
Supabase MCP Server Claim 2
A Model Context Protocol (MCP) server that provides programmatic access to the …
B 73 55 80 70 23 78 99
5544
ThreeFish-AI
Scrapy MCP Server Claim
A powerful web scraping MCP server built on Scrapy and FastMCP that supports mu…
B 73 55 74 58 79 81 75
5545
skydeckai
AiDD MCP Server Claim
AiDD MCP Server provides a secure interface for AI agents to perform file syste…
B 73 55 84 53 47 81 94
5546
aldrin-labs
The Metaplex MCP Server facilitates access to Metaplex documentation and reposi…
B 73 54 78 53 N/A 38 95 92
5547
E-Conners-Lab
network-mcp Claim 1
Provides AI assistants with direct access to multi-vendor network devices for t…
B 73 55 88 41 53 80 98
5548
markswendsen-code
Enables AI agents to autonomously order food from Grubhub, including searching …
B 73 55 55 100 N/A 24 83 94
5549
Whitemarmot
postbolt Claim
Publish to 13+ social media platforms from any AI agent via MCP.
B 73 54 60 70 N/A 55 80 98
5550
madbonez
caldav-mcp Claim
Universal MCP server for CalDAV protocol integration. Works with any CalDAV-com…
B 73 55 84 67 23 80 98
Showing 5501–5550 of 67197 servers
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