MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1451
aaronsb
A server that consolidates 21+ Obsidian tools into 5 intelligent operations (va…
B 80 54 96 65 N/A 48 95 83
1452
h3ro-dev
An MCP server that provides AI assistants with team analytics capabilities for …
B 80 55 75 77 69 81 98
1453
rmarescu
Gumroad Claim
A Model Context Protocol (MCP) server implementation for Gumroad, enabling MCP-…
B 80 55 96 66 47 81 100
1454
NimbleBrainInc
upjack Claim
Declarative AI-native application framework — schema-driven entities, Markdown …
B 80 54 96 55 N/A 66 94 84
1455
opgginc
opgg-mcp Claim
Access real-time gaming data across popular titles like League of Legends, TFT,…
B 80 66 78 66 95 77 81 86
1456
netboxlabs
NetBox MCP Server Claim
Read-only MCP server for NetBox that enables LLMs to query NetBox objects (devi…
B 80 54 78 70 76 90 88
1457
macarthy
bruno-mcp Claim
🚀 MCP server for generating Bruno API testing files programmatically. Create co…
B 80 54 88 72 N/A 47 95 91
1458
muammar-yacoob
Gmail Manager Claim
Gmail Manager MCP gives Claude Desktop direct access to your Gmail inbox, allow…
B 80 54 68 73 N/A 69 90 100
1459
gilbarbara
Agent Hub MCP Claim
Enables multi-agent collaboration across different AI assistants and projects b…
B 80 55 96 61 69 80 92
1460
UI5
mcp-server Claim 2
MCP server for SAPUI5/OpenUI5 development
B 80 55 51 100 N/A 84 95 75
1461
cristianoaredes
MCP Senado Federal Claim
Enables AI assistants to query Brazilian Senate data including senators, bills,…
B 80 55 70 91 47 95 90
1462 B 80 54 78 73 N/A 57 89 98
1463
YUZU-Hub
Generate 12V/24V/48V wiring diagrams and size wires, fuses, batteries, solar, a…
B 80 66 71 100 85 37 81 96
1464
shwetank-dev
mcp-calendly Claim
Enables interaction with Calendly to manage event types, scheduled events, and …
B 80 55 84 65 72 82 99
1465
nickweedon
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
B 80 55 90 100 32 82 78
1466
gkatechis
MCP Indexer Claim 1
Enables semantic code search across multiple repositories using natural languag…
B 80 54 94 56 N/A 51 92 100
1467
anzax
dockashell Claim
DockaShell is an MCP server that provides AI agents with isolated Docker contai…
B 80 54 94 46 N/A 70 95 91
1468
magarcia
mcp-server-giphy Claim
Search and retrieve GIFs from Giphy's vast library through the Giphy API.
B 80 55 96 51 69 83 100
1469
OMOPHub
omophub-mcp Claim
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
B 80 54 88 52 N/A 83 83 98
1470
timothywarner-org
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with produ…
B 80 54 90 55 N/A 59 95 96
1471
rodgomesc
A VSCode and Cursor extension that captures real-time terminal output and expos…
B 80 54 90 51 N/A 63 95 98
1472
img-src-io
mcp Claim 3
MCP server for img-src.io Image CDN - upload, transform, and deliver images thr…
B 80 55 71 100 N/A 76 78 75
1473
rolliinc
mcp Claim
Social media search, expert discovery, and analytics across X, Reddit, YouTube,…
B 80 54 76 73 N/A 70 83 100
1474
Digital-Defiance
MCP Process Server Claim 1
Enables AI agents to launch and manage system processes with strict security co…
B 80 55 100 82 N/A 69 95 44
1475
QuartzUnit
Diffgrab Claim
Web page change tracking with structured diffs. markgrab + snapgrab integration.
B 79 44 72 N/A N/A 48 95 97
1476
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
1477
random-robbie
An advanced web browsing server enabling headless browser interactions via a se…
B 79 55 66 82 N/A 45 95 100
1478
j0hanz
code-lens Claim
Gemini-powered MCP server for automated code review, analysis, and documentatio…
B 79 54 92 61 N/A 53 95 87
1479
LucasSiqueiraSurreco
Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…
B 79 55 90 68 58 81 94
1480
Medsaad
MySQL Navigator MCP
B 79 54 88 75 N/A 34 90 93
1481
smat-dev
Jinni is a tool to efficiently provide Large Language Models the context of you…
B 79 55 90 65 58 81 93
1482
leo7nel23
KnowledgeSmith MCP Claim
Enables efficient editing of structured RBT documents through targeted operatio…
B 79 55 78 82 N/A 33 95 93
1483
ExpertVagabond
photo-organizer Claim
AI-powered organization for Google Photos and Drive - auto-organize, find dupli…
B 79 54 90 56 N/A 50 95 95
1484
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
1485
icryo
IDA Pro MCP Claim 2
Enables AI-assisted reverse engineering in IDA Pro by providing tools to analyz…
B 79 55 84 82 N/A 50 87 84
1486
dynamicendpoints
ESPN Server Claim
Access real-time sports data from ESPN through a standardized interface. Get li…
B 79 54 84 61 N/A 58 92 98
1487
ofershap
cursor-usage Claim
Enterprise AI coding usage analytics — track spend, model usage, and costs acro…
B 79 54 72 72 N/A 58 92 100
1488
netanelavr
Trading MCP Server Claim 1
A comprehensive MCP server for stock analysis and trading insights, including s…
B 79 54 96 61 46 89 92
1489
RichardHan
A Model Context Protocol server that enables secure interaction with Microsoft …
B 79 55 81 70 68 76 100
1490
eh24905-wiz
Jira MCP Server Claim
Enables AI assistants to interact with Jira Cloud by managing issues, comments,…
B 79 55 84 100 30 81 85
1491
Ansvar-Systems
portuguese-law-mcp Claim
Portuguese legislation via MCP — full-text search across statutes and provisions
B 79 54 71 93 N/A 35 95 90
1492
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
B 79 54 84 66 N/A 46 90 100
1493
TMTrevisan
Enables LLMs to scrape, index, and search modern and legacy Salesforce document…
B 79 54 94 61 N/A 51 89 91
1494
OilpriceAPI
mcp-server Claim
Real-time oil, gas, and commodity prices. 174+ commodities, futures, rig counts.
B 79 54 72 72 N/A 70 83 99
1495
jamsocket
ForeverVM Claim
The sessionless code interpreter. Securely run AI-generated code in stateful s…
B 79 55 84 70 60 80 95
1496
eddmann
Obsidian MCP Server Claim 1
Enables LLMs like Claude and ChatGPT to access and manage git-backed Obsidian v…
B 79 54 79 68 49 95 99
1497
rog0x
time Claim
Timezone, dates, cron, timestamps for AI agents
B 79 44 72 N/A N/A 40 95 100
1498
KenosInc
sigrok MCP Server Claim
Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query…
B 79 54 82 47 N/A 77 92 98
1499
yokingma
one-search-mcp Claim
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser,…
B 79 55 82 100 N/A 73 83 51
1500
X-McKay
Geocode MCP Server Claim 1
Provides global geocoding capabilities to convert city names and addresses into…
B 79 55 90 56 66 83 100
Showing 1451–1500 of 59993 servers
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