MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29482
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
501
homeassistant-ai
ha-mcp Claim
Comprehensive Model Context Protocol server for managing Home Assistant through…
B 83 54 78 70 N/A 92 88 93
502
EfrainTorres
Local-first MCP server for Originality.ai workflows, including AI detection, pl…
B 83 54 90 72 N/A 59 92 97
503
timescale
pg-aiguide Claim 2
Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentati…
B 83 66 100 80 92 75 61 85
504
verygoodplugins
whatsapp-mcp Claim
WhatsApp MCP server - Connect Claude to WhatsApp for reading and sending messag…
B 83 44 82 N/A N/A 51 95 98
505
VladyslavMykhailyshyn
Provides seamless access to official Ukrainian government statistics from the S…
B 83 55 86 100 46 84 86
506
Ansvar-Systems
mexican-law-mcp Claim
Mexican legislation via MCP — full-text search across statutes and provisions
B 83 54 75 93 N/A 46 95 95
507
gergelyszerovay
Generates persistent, auto-incrementing 8-digit hexadecimal unique identifiers …
B 83 54 94 72 N/A 42 94 100
508
audibleblink
Tmux MCP Server Claim 1
Enables AI assistants to manage local tmux sessions, including creating and con…
B 83 55 72 100 N/A 38 95 100
509
DMontgomery40
Connects MCP to major 3D printer APIs (Orca, FULU's Orca/Bambu, OctoPrint, Klip…
B 83 54 100 67 N/A 59 92 89
510
scopeblind
protect-mcp Claim
Signed receipts and Cedar policies for AI agent tool calls. Claude Code hooks, …
B 83 44 81 N/A N/A 47 95 99
511
Ansvar-Systems
uk-law-mcp Claim
UK legislation via MCP — full-text search across statutes and provisions
B 83 54 71 93 N/A 61 95 92
512
AnkleBreaker-Studio
unity-mcp-server Claim
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, …
B 83 55 96 65 N/A 68 95 88
513
guodaxia9527
A high-performance Model Context Protocol (MCP) server built for Windows. Lever…
B 83 44 78 N/A N/A 57 95 96
514
JustinBeckwith
gongio-mcp Claim 1
MCP server for Gong.io - access calls, transcripts, and users
B 83 54 73 76 N/A 79 95 96
515
danield137
mcp-workflowy Claim
mcp-workflowy
B 83 55 80 100 72 81 78
516
chhavimishra
Search ethical, origin-verified products and brands by country of origin
B 83 54 100 55 N/A 69 94 95
517
SanderMoon
local-brain Claim
A CLI tool for managing projects
B 83 44 68 N/A N/A 71 95 99
518
zazencodes
Random Number MCP Claim
Production-ready MCP server that provides LLMs with essential random generation…
B 83 55 66 82 78 95 100
519
Rootly-AI-Labs
Rootly MCP server Claim 1
Manage incidents from your IDE. An MCP server allowing to pull out incidents an…
B 83 66 84 66 94 78 81 96
520
dizzlkheinz
ynab-mcpb Claim 1
MCP server for YNAB (You Need A Budget) — budgets, accounts, transactions, cate…
B 83 54 85 71 N/A 82 83 95
521
joinly-ai
joinly Claim
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Googl…
B 83 55 90 65 83 80 99
522
mapbox
mcp-docs-server Claim 1
AI access to Mapbox docs, API references, style specs, and guides. No token req…
B 83 66 69 96 93 59 81 95
523
AustinRyan
claude-mcp-tunnel Claim
MCP server that detects project frameworks (25+), starts dev servers, and creat…
B 83 44 70 N/A N/A 71 95 95
524
FlashAlpha-lab
flashalpha Claim
Real-time options analytics: GEX, exposure, greeks, volatility, VRP for US equi…
B 83 66 80 100 88 39 81 96
525
rog0x
schema Claim 1
JSON Schema, TypeScript types, mocks for AI agents
B 83 44 94 N/A N/A 35 95 94
526
benborla
mcp-server-mysql Claim
MySQL database integration in NodeJS with configurable access controls and sche…
B 83 55 94 66 86 80 91
527
JordanGunn
gdal-mcp Claim 2
Model Context Protocol server that packages GDAL-style geospatial workflows thr…
B 83 55 75 82 N/A 85 83 91
528
serenichron
mcp-cloudron Claim 2
An MCP server for managing Cloudron instances that enables monitoring and contr…
B 83 55 81 100 59 81 89
529
dweekly
quicken-mac-mcp Claim
Read-only access to Quicken For Mac financial data: transactions, spending, and…
B 83 55 70 100 N/A 79 81 84
530
mtebusi
HA_MCP Claim
🏠🤖 HomeAssistant Add-on for Claude Desktop MCP integration. Control smart home …
B 83 54 100 70 N/A 51 89 93
531
danielsimonjr
Math MCP Server Claim
Provides secure mathematical computation capabilities including expression eval…
B 83 55 96 58 82 80 98
532
kaimeilabs
Deterministic recipe verification engine — validates AI-generated recipes again…
B 83 66 78 100 92 45 81 93
533
VibeTensor
Attestix Claim
AI agent identity, W3C credentials, EU AI Act compliance. 47 MCP tools.
B 83 55 72 82 N/A 83 92 91
534
es617
ble-mcp-server Claim 1
Let AI agents interact with real BLE hardware — scan, connect, read, write, and…
B 83 55 90 74 N/A 84 92 72
535
Higangssh
homebutler Claim
All-in-one homelab management MCP server. Monitor system resources, manage Dock…
B 83 55 94 62 N/A 80 82 99
536
kalyangupta12
Provides AI assistants with read-only access to inspect database schemas, previ…
B 83 55 94 72 68 80 96
537
cl0nazepamm
3dsmax-mcp Claim
3dsMax MCP server
B 83 55 86 87 N/A 52 95 85
538
Galbaz1
video-research-mcp Claim
Give Claude Code 51 research, analysis & media production tools with one comman…
B 83 54 88 55 N/A 85 95 93
539
jeanlopezxyz
mcp-prometheus Claim
A Model Context Protocol (MCP) server for Prometheus monitoring
B 83 54 82 68 N/A 79 92 95
540
sam3690
HackerNews MCP Server Claim 2
Provides programmatic access to Hacker News content via the HN Algolia API. It …
B 83 55 96 100 59 84 61
541
robinmordasiewicz
Enables real-time monitoring of F5 Cloud service status, including tracking 148…
B 83 55 86 65 82 83 99
542
stephenyu
A Claude Desktop Extension that provides seamless access to Google Sheets data …
B 82 55 90 100 N/A 60 95 53
543
kevinastuhuaman
Trackly CLI Claim
Job tracking CLI + MCP server for AI agents. 99K+ jobs, 775+ companies.
B 82 54 76 72 N/A 76 95 94
544
Huangwh826
Halo MCP Server Claim 1
Enables AI assistants to manage Halo blog systems through natural language, sup…
B 82 54 84 68 N/A 69 95 92
545
erebusnz
rigol-mcp Claim 1
An MCP server for controlling Rigol DS1000Z series oscilloscopes over LAN using…
B 82 44 81 N/A N/A 46 95 99
546
mattt
Emcee Claim
Generate an MCP server for any OpenAPI documented endpoint.
B 82 55 92 67 69 82 95
547
domdomegg
Filesystem Claim
Read, create, and edit files.
B 82 54 100 61 N/A 57 90 96
548
staskh
trading-skills Claim
Provides 32 trading analysis tools for AI-powered market analysis, including re…
B 82 55 62 82 72 95 100
549
YamadaAoi
mcp-sketch Claim
Local MCP server for parsing Sketch exported HTML zip archives and extracting d…
B 82 44 78 N/A N/A 58 95 91
550
jir13
Enables natural language interaction with Betaflight FPV drone flight controlle…
B 82 55 84 91 N/A 27 95 97
Showing 501–550 of 44165 servers
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