MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
451
executeautomation
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlSer…
B 83 54 100 58 N/A 64 90 100
452
bshandley
Homelab MCP Server Claim
Enables Claude to monitor and manage homelab infrastructure including Docker co…
B 83 55 100 100 30 81 84
453
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
454
storybookjs
Enables AI agents to interact with Storybook by exposing UI component informati…
B 83 54 84 68 N/A 77 95 92
455
Jane-xiaoer
A version management server for MCP skills that enables automated update detect…
B 83 54 94 65 N/A 55 95 100
456
maxscheijen
MCP Yahoo Finance Claim 1
A Model Context Protocol server that enables interaction with Yahoo Finance to …
B 83 55 96 100 74 94 42
457
kevinrabun
Judges Panel Claim 1
45 judges that evaluate AI-generated code for security, cost, and quality with …
B 83 55 66 100 N/A 68 95 82
458
Ansvar-Systems
luxembourg-law-mcp Claim
Luxembourg legislation via MCP — full-text search across statutes and provisions
B 83 54 71 93 N/A 61 95 90
459
mapbox
mapbox-docs Claim 1
Provides AI assistants with instant access to Mapbox documentation and referenc…
B 83 66 69 96 93 59 81 95
460
KyuRish
fiverr-mcp-server Claim
Search Fiverr gigs, sellers, pricing, and reviews. No API key required.
B 83 55 76 82 N/A 70 90 95
461
Xexr
mcp-libsql Claim 1
Production-ready MCP server for libSQL databases with comprehensive security an…
B 83 55 94 73 74 83 89
462
robinmordasiewicz
Enables real-time monitoring of F5 Cloud service status, including tracking 148…
B 83 55 86 65 82 83 99
463
andrea9293
Local-first document management and semantic search for AI coding agents
B 83 54 88 58 N/A 85 90 99
464
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
465
rog0x
mcp-task-tools Claim 1
Provides task and project management tools for AI agents, including todo list m…
B 83 44 94 N/A N/A 35 95 92
466
Web3Auth
Helps AI coding agents integrate MetaMask Embedded Wallets (Web3Auth) SDKs.
B 83 66 78 88 96 57 81 91
467
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
468
n24q02m
Knowledge graph for token-efficient code reviews -- fixed search, configurable …
B 83 44 76 N/A N/A 86 83 91
469
floriscornel
teams-mcp Claim 1
MCP server providing comprehensive Microsoft Teams and Graph API access for AI …
B 83 55 67 100 N/A 73 81 92
470
markswendsen-code
AI agents can order DoorDash food delivery: search restaurants, browse menus, a…
B 83 55 90 100 N/A 32 95 83
471
rog0x
schema Claim 1
JSON Schema, TypeScript types, mocks for AI agents
B 83 44 94 N/A N/A 35 95 94
472
qckfx
Provides AI agents with powerful JavaScript/TypeScript code analysis and transf…
B 83 55 84 100 59 81 85
473
unulu-ai
unulu Claim
AI agent website builder. Create and publish link-in-bio sites via MCP or REST …
B 83 66 92 84 99 37 81 91
474
zazencodes
Random Number MCP Claim
Production-ready MCP server that provides LLMs with essential random generation…
B 83 55 66 82 78 95 100
475
kiransth77
AionMCP Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
B 83 54 90 61 N/A 74 92 95
476
djalal
quran-mcp-server Claim
B 83 55 100 75 49 80 98
477
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
478
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
479
WhenMoon-afk
An MCP server that provides persistent memory capabilities for Claude, offering…
B 83 55 79 100 75 81 79
480
codefriar
Exposes Salesforce CLI functionality to LLM tools like Claude Desktop, allowing…
B 83 55 72 100 N/A 43 95 93
481
aplaceforallmystuff
Enables natural language calendar management through Fantastical on macOS, allo…
B 83 54 100 58 N/A 59 95 96
482
penpot
Penpot MCP Server Claim
Enables LLMs to query, transform, and create design elements in Penpot via the …
B 83 54 92 68 N/A 67 87 96
483
cyanheads
pubmed-mcp-server Claim 2
Search PubMed, fetch articles and full text, generate citations, and explore Me…
B 83 64 85 80 95 61 75 94
484
cafeTechne
Antigravity Link Claim
MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE …
B 83 44 81 N/A N/A 70 83 98
485
jeanlopezxyz
mcp-prometheus Claim
A Model Context Protocol (MCP) server for Prometheus monitoring
B 83 54 82 68 N/A 79 92 95
486
henilcalagiya
mcp-apple-notes Claim 1
Powerful tools for automating Apple Notes using Model Context Protocol (MCP). F…
B 83 55 69 100 N/A 62 95 86
487
codex-curator
AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichme…
B 83 66 96 86 97 31 81 92
488
ElliotPadfield
Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…
B 83 55 94 100 43 81 83
489
aparajithn
agent-scraper-mcp Claim
Web scraping MCP server for AI agents. 6 tools: clean content extraction, struc…
B 83 66 96 66 95 60 80 92
490
timescale
pg-aiguide Claim 2
Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentati…
B 83 66 100 80 92 75 61 85
491
danielsimonjr
Math MCP Server Claim
Provides secure mathematical computation capabilities including expression eval…
B 83 55 96 58 82 80 98
492
maestro-org
Maestro MCP Server Claim
Enables interaction with the Bitcoin blockchain through the Maestro API platfor…
B 83 66 92 66 96 66 86 88
493
kaimeilabs
Deterministic recipe verification engine — validates AI-generated recipes again…
B 83 66 78 100 92 45 81 93
494
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
495
aashari
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repo…
B 83 55 100 70 71 82 85
496
es617
BLE MCP Server Claim 1
A stateful Bluetooth Low Energy (BLE) MCP server that enables AI agents to scan…
B 83 55 90 74 84 92 72
497
kelnixsolutions
AI-Ready Data & Context Engineering API. Connect any data source, query with na…
B 83 66 78 84 91 63 81 94
498
PaulieB14
graph-lending-mcp Claim
MCP server that exposes unified AI-friendly tools over Messari's standardized l…
B 83 55 72 100 64 95 77
499
rakeshgangwar
erpnext-mcp-server Claim 1
Connect AI assistants to your ERPNext instance via the Model Context Protocol (…
B 83 54 94 68 N/A 55 90 99
500
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
Showing 451–500 of 67181 servers
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