MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2401
vishalkg
Enables web search across multiple search engines (DuckDuckGo, Bing, Startpage)…
B 78 55 76 82 N/A 32 95 91
2402
skrapeai
Skrape MCP Server Claim
Get any website content - Convert webpages into clean, LLM-ready Markdown.
B 78 55 90 71 N/A 44 81 94
2403
rhettlong
Enables interaction with USCardForum, a Discourse community focused on US credi…
B 78 55 72 100 29 81 97
2404
arbuthnot-eth
PayPal MCP Server Claim
A server that provides integration with PayPal's APIs, enabling seamless intera…
B 78 55 96 75 43 76 89
2405
Evilran
Provides web search capabilities through Baidu with content fetching and parsin…
B 78 55 70 82 63 80 92
2406
bjornfix
Enables interaction with multiple WordPress sites through a proxy that connects…
B 78 55 96 68 31 81 98
2407
gmen1057
Enables AI assistants to search job vacancies, manage resumes, and apply to job…
B 78 55 94 60 48 81 98
2408
DynamicDeals
gunsnation Claim 2
MCP server for real-time access to the Gunsnation firearms catalog and specific…
B 78 44 79 N/A N/A 48 83 96
2409
administrativetrick
Enables users to search LinkedIn's public job listings with advanced filters li…
B 78 55 94 100 60 82 41
2410
theletterf
Integrates Vale prose linting into AI coding assistants, enabling users to chec…
B 78 55 72 75 N/A 46 95 96
2411
adrian-dotco
Enables natural language time tracking and reporting for Harvest, including aut…
B 78 55 90 68 50 76 96
2412
vyb1ng
Plex MCP Server Claim
Enables search, browsing, and management of Plex media libraries including movi…
B 78 55 92 66 54 77 94
2413
sachdev27
Enables AI assistants and automation platforms to interact with Dell PowerStore…
B 78 55 100 66 51 76 88
2414
lasso-security
mcp-gateway Claim
Acts as an intermediary between LLMs and other MCP servers, centralizing manage…
B 78 54 96 33 N/A 74 91 98
2415
TomBener
Enables comprehensive management of DEVONthink records and databases, including…
B 78 54 92 61 N/A 35 95 95
2416
MushroomFleet
Transform your ordinary story content into rich, detailed narratives. Enhance y…
B 78 54 86 60 N/A 48 91 100
2417
enderekici
Enables AI assistants to interact with Trading 212 investment accounts for port…
B 78 55 78 73 64 82 92
2418
ArqosLabs
FilDOS MCP Server Claim
Enables AI agents to autonomously manage files on the Filecoin decentralized ne…
B 78 55 90 70 47 76 98
2419
MarcusJellinghaus
MCP File System Server: A secure Model Context Protocol server that provides fi…
B 78 54 84 41 N/A 71 95 99
2420
mattyatea
Git Conflict MCP Claim
Enables detection and resolution of Git merge conflicts in repositories through…
B 78 54 72 60 N/A 73 92 94
2421
TRANZACT
A Model Context Protocol server enabling AI assistants to interact with Tempo's…
B 78 55 71 75 70 81 93
2422
jeremylongshore
Waygate MCP Claim
A security-hardened, containerized MCP server framework that provides superior …
B 78 55 90 66 55 81 92
2423
Natfii
UE5 MCP Server Claim 1
Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation o…
B 78 55 71 87 N/A 26 95 100
2424
jlbadano
ig-mcp Claim 1
A production-ready Model Context Protocol (MCP) server that enables AI applicat…
B 78 55 81 68 N/A 60 82 98
2425
aws-samples
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amaz…
B 78 54 96 50 N/A 50 95 90
2426
danielsimonjr
fzf MCP Server Claim 1
Enables fuzzy file searching, list filtering, and content searching using fzf's…
B 78 55 94 83 N/A 50 95 55
2427
yashpreetbathla
Connects Claude to a live Chrome browser's accessibility tree to generate stabl…
B 78 54 88 63 N/A 61 92 78
2428
philiphess1
VibeCheck MCP Server Claim 1
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
B 78 54 90 62 N/A 45 92 91
2429
csjoblom
musclesworked-mcp Claim
Exercise-to-muscle mapping MCP server. Look up muscles worked by 856 exercises …
B 78 54 72 76 56 83 100
2430
permission-protocol
mcp-guard Claim
MCP middleware that blocks dangerous AI agent actions using a simple YAML config
B 78 44 78 N/A N/A 37 95 93
2431
devizor
macOS Notification MCP
B 78 55 60 82 N/A 50 95 99
2432
myvtp
@myvtp/mcp Claim 1
Enables application deployment and management on the VTP platform directly thro…
B 78 55 94 62 48 82 95
2433
Cyreslab-AI
MarineTraffic MCP Server
B 78 55 84 75 40 81 99
2434
invidtiv
MCP Scrcpy Vision Claim 1
Provides AI agents with real-time vision and control over Android devices throu…
B 78 55 72 82 N/A 46 95 88
2435
johncarlo177
BlenderMCP Claim 1
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 78 55 66 82 N/A 43 95 99
2436
MCP-Hive
mcp-hive-proxy Claim
MCP Hive is a gateway to paid commercial-grade MCP servers. Learn more at https…
B 78 54 84 67 N/A 50 95 86
2437
CryptoAPIs-io
mcp-utils Claim 3
MCP server for address derivation and encoding utilities across multiple blockc…
B 78 64 81 76 93 37 83 84
2438
guangxiangdebizi
URL2QR Claim
Convert any link into a QR code and get a shareable image link in seconds. Crea…
B 78 54 96 45 N/A 44 95 100
2439
kristofer84
Enables secure read-only access to PostgreSQL databases, allowing users to list…
B 78 55 100 58 51 77 93
2440
prtc
Provides seamless access to the NASA Astrophysics Data System (ADS) for searchi…
B 78 55 94 66 44 81 95
2441
saikiyusuke
alog-mcp Claim 1
AI agent activity logger & monitor MCP server with 20 tools. Post logs, create …
B 78 55 94 66 45 82 93
2442
trondhindenes
Code Index Claim
Fast local source code searching using Zoekt trigram-based indexing
B 78 54 76 58 N/A 69 92 98
2443
Wolfe-Jam
.FAF Context Claim 1
Dedicated IDE Edition. Persistent project context for Cursor, Windsurf, Cline, …
B 78 55 84 57 N/A 90 78 86
2444
caiovicentino
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
B 78 55 100 41 N/A 73 81 95
2445
gosodax
SODAX MCP server: live cross-chain DeFi API data and auto-updating SDK docs for…
B 78 66 75 70 89 49 81 99
2446
AtilioA
Enables natural language access to Brazilian treasury bond data through the Tes…
B 78 55 94 61 47 81 98
2447
jhigh1594
AgilePlace MCP Server Claim 1
Enables AI assistants to interact with AgilePlace for comprehensive project man…
B 78 55 88 82 52 81 76
2448
corbyjamesibm
A memory management system that enables AI assistants to store, search, and vis…
B 78 55 100 63 47 76 96
2449
charlesfrisbee
Enables creation of Garmin Connect workouts using natural language descriptions…
B 78 54 94 66 N/A 27 91 96
2450
MissionSquad
THORChain MCP Server Claim 1
Enables AI assistants to query THORChain blockchain data including transactions…
B 78 55 74 100 47 81 76
Showing 2401–2450 of 59785 servers
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