MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21501
r3-yamauchi
Kintone MCP Server ⚡ Claim 1
A Model Context Protocol server that enables Claude and other AI assistants to …
C 69 4⁄4 ◐ ⏳ 69 60 — 71 78 —
21502
dsphper
Lanhu MCP Server ⚡ Claim
Connects AI assistants to Lanhu design collaboration platform for analyzing Axu…
C 69 4⁄3 ◐ ⏳ 84 25 N/A 67 95 —
21503
LabGuy94
MCPEmulate ⚡ Claim 1
An MCP server that provides CPU emulation, disassembly, and assembly tools for …
C 69 3⁄3 ◐ ⏳ 53 N/A N/A 60 95 —
21504
mirzaakhena
Faraidh MCP Server ⚡ Claim
Enables Islamic inheritance law calculations (Faraidh) including heir validatio…
C 69 4⁄3 ◐ ⏳ 78 65 N/A 24 95 —
21505
aydinfer
An interface that enables Claude to interact with Spline 3D design tool, allowi…
C 69 4⁄4 ◐ ⏳ 90 38 — 64 77 —
21506
evan-moon
firma Claim
Local-first CLI asset tracker for overseas stock investors with Claude Desktop …
C 69 3⁄3 ◐ ⏳ 54 N/A N/A 76 83 —
21507
AdsPower
adspower-browser ⚡ Claim 1
MCP server for using the AdsPower LocalAPI
C 69 4⁄3 ◐ ⏳ 65 68 N/A 51 87 —
21508
symfony
ai-mate Claim
AI development assistant MCP server for Symfony projects
C 69 3⁄3 ◐ ⏳ 50 N/A N/A 66 95 —
21509
athapong
Argus ⚡ Claim 1
A Model Context Protocol tool for analyzing code repositories, performing secur…
C 69 4⁄4 ◐ ⏳ 72 68 — 51 81 —
21510
HadiCherkaoui
crafty-mcp ⚡ Claim 1
MCP server for managing Minecraft servers through [Crafty Controller 4](https:/…
C 69 3⁄3 ◐ ⏳ 53 N/A N/A 60 95 —
21511
Tako3832
n8n-MCP ⚡ Claim
Provides AI assistants with comprehensive access to n8n node documentation, pro…
C 69 4⁄4 ◐ ⏳ 84 40 — 72 76 —
21512
atla-digital
mcp-gitlab Claim
mcp-gitlab
C 69 4⁄4 ◐ ⏳ 92 43 — 53 80 —
21513
EverseDevelopment
ACC.MCP ⚡ Claim 2
An MCP server that exposes Autodesk Platform Services (APS) as tools for AI ass…
C 69 4⁄4 ◐ ⏳ 69 67 — 53 82 —
21514
Sequenzy
mcp ⚡ Claim 1
Email marketing automation MCP server for Sequenzy. Manage subscribers, lists, …
C 69 4⁄4 ◐ ⏳ 90 67 — 24 78 —
21515
pantalytics
odoo-mcp-pro ⚡ Claim
AI connector for Odoo ERP enabling natural language interaction to search, crea…
C 69 3⁄3 ◐ ⏳ 58 — — 52 95 —
21516
nerdyaustin
Memory MCP ⚡ Claim
Provides persistent cross-session memory and full-text search for AI coding ass…
C 69 3⁄3 ◐ ⏳ 60 N/A N/A 50 95 —
21517
giantrotta24
google-mcp ⚡ Claim
Multi-account Google MCP server providing read access to Gmail and Calendar via…
C 69 3⁄3 ◐ ⏳ 56 N/A N/A 56 95 —
21518
crazyrabbitLTC
Morpho API MCP Server ⚡ Claim 1
Enables interaction with the Morpho GraphQL API, providing tools for accessing …
C 69 4⁄4 ◐ ⏳ 92 62 — 24 81 —
21519
Shangri-la-0428
oasyce ⚡ Claim
On-chain economy for AI agents: escrow, marketplace, data rights, reputation, d…
C 69 3⁄3 ◐ ⏳ 66 N/A N/A 41 95 —
21520
discohead
textual-mcp-server ⚡ Claim 2
An MCP server that lets AI agents launch, interact with, and inspect Textual TU…
C 69 3⁄3 ◐ ⏳ 57 N/A N/A 54 95 —
21521
emmaThompson07
Armor Crypto MCP ⚡ Claim
Enables AI agents to interact with cryptocurrency ecosystems through wallet man…
C 69 4⁄4 ◐ ⏳ 72 70 — 47 81 —
21522
waka4674
shipsaving-mcp ⚡ Claim 1
An MCP server that wraps the ShipSaving logistics REST API, enabling AI assista…
C 69 3⁄3 ◐ ⏳ 57 — — 55 95 —
21523
adamzaidi
icloud-mcp ⚡ Claim 1
An MCP server that connects Claude to iCloud Mail for reading, searching, sendi…
C 69 4⁄3 ◐ ⏳ 79 62 N/A 35 90 —
21524
billyjbryant
Foxxy Bridge ⚡ Claim
MCP Foxxy Bridge is a one-to-many proxy for the Model Context Protocol (MCP). I…
C 69 4⁄4 ◐ ⏳ 86 41 — 71 74 —
21525
zolkinka
Enables AI assistants to interact with Yandex.Tracker task management system th…
C 69 4⁄4 ◐ ⏳ 78 70 — 35 82 —
21526
invest-composer
Enables AI assistants to create, backtest, and manage automated investment stra…
C 69 4⁄4 ◐ ⏳ 66 72 — 54 81 —
21527
ivan-rivera-projects
A comprehensive Model Context Protocol server that enables interaction with the…
C 69 4⁄4 ◐ ⏳ 90 62 — 25 81 —
21528
flashus
detrix Claim
Detrix is an agentic debugger. Watch any variable at any line, zero code change…
C 69 4⁄4 ◐ ⏳ 60 67 — 78 77 —
21529
AdelElo13
Native Swift macOS automation — 143 tools: AX, EventKit, voice, browser DOM, un…
C 69 3⁄3 ◐ ⏳ 48 N/A N/A 71 95 —
21530
Bolide-AI
BolideAI MCP ⚡ Claim
A comprehensive ModelContextProtocol server that provides AI-powered tools for …
C 69 4⁄4 ◐ ⏳ 78 68 — 42 81 —
21531
yulongwanxue
Local MCP Server ⚡ Claim
Provides 18 tools including calculator operations (add, subtract, multiply, div…
C 69 4⁄3 ◐ ⏳ 78 65 N/A 25 95 —
21532
pnocera
An MCP (Model Context Protocol) server for managing Tailscale resources using t…
C 69 4⁄3 ◐ ⏳ 72 62 N/A 39 95 —
21533
getpronto-io
getpronto ⚡ Claim
Upload, transform, and manage images on Get Pronto from AI agents.
C 69 3⁄3 ◐ ⏳ 78 N/A N/A 35 83 —
21534
soul-script
Miro MCP Server ⚡ Claim
Provides comprehensive access to the Miro REST API v2 for advanced board manage…
C 69 4⁄4 ◐ ⏳ 78 65 — 41 81 —
21535
danielctc
ctc-monitor-mcp ⚡ Claim
Global tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Eu…
C 69 3⁄3 ◐ ⏳ 66 N/A N/A 55 83 —
21536
kadykov
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
C 69 4⁄4 ◐ ⏳ 64 43 — 91 83 —
21537
prathammanocha
Enables AI assistants to interact with WordPress sites through REST APIs, allow…
C 69 4⁄4 ◐ ⏳ 72 72 — 50 76 —
21538
c1pher-cn
Homeassistant MCP server for 小智AI
C 69 4⁄3 ◐ ⏳ 82 51 N/A 42 90 —
21539
utapyngo
Fast and minimal Sentry MCP server written in Rust
C 69 4⁄4 ◐ ⏳ 60 67 — 70 80 —
21540
redhat-data-and-ai
Production-ready Python template for building MCP servers with FastMCP, FastAPI…
C 69 4⁄4 ◐ ⏳ 60 68 N/A 67 81 —
21541
ehartye
Agile Backlog MCP ⚡ Claim
Enables comprehensive agile project management with epics, stories, tasks, and …
C 69 4⁄3 ◐ ⏳ 78 63 N/A 29 95 —
21542
dhruvpatel1706
mcp-zettel ⚡ Claim 1
An MCP server that provides Claude and other MCP clients with persistent memory…
C 69 3⁄3 ◐ ⏳ 61 N/A N/A 48 95 —
21543
miliyarsh
OakVar MCP Server ⚡ Claim 1
Enables AI assistants to perform genomic variant analysis using OakVar, includi…
C 69 3⁄3 ◐ ⏳ 78 N/A N/A 21 95 —
21544
sthan-io
sthan-io ⚡ Claim
MCP server for sthan.io - US address verification, parsing, autocomplete, forwa…
C 69 3⁄3 ◐ ⏳ 66 N/A N/A 55 83 —
21545
woyaxnini
MCP server for Ozon Seller API. 26 tools: products, prices, orders, analytics, …
C 69 3⁄3 ◐ ⏳ 75 N/A N/A 40 83 —
21546
bimwright
Bimwright Claim
MCP gateway for Autodesk Revit 2022-2027 - toolset gating + Transaction-safe ba…
C 69 3⁄3 ◐ ⏳ 54 N/A N/A 59 95 —
21547
0xchamin
mcptube-vision ⚡ Claim
Transforms YouTube videos into a persistent, structured knowledge base using tr…
C 69 3⁄3 ◐ ⏳ 70 N/A N/A 33 95 —
21548
psufka
A comprehensive MCP server for OmniFocus 4 on macOS featuring 34 tools for task…
C 69 4⁄3 ◐ ⏳ 72 62 N/A 40 94 —
21549
jonathan-politzki
A server that provides a simplified interface to Smartlead's API, allowing AI a…
C 69 4⁄3 ◐ ⏳ 96 43 N/A 26 95 —
21550
jbr
cargo-mcp Claim
cargo-mcp
C 69 4⁄3 ◐ ⏳ 56 56 N/A 71 95 —
Showing 21501–21550 of 69224 servers
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