MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21601
aydinfer
An interface that enables Claude to interact with Spline 3D design tool, allowi…
C 69 44 90 38 64 77
21602
Weichenleeeee123
A server that provides PowerPoint presentation creation and editing capabilitie…
C 69 43 84 60 N/A 19 95
21603
theYahia
cdek-mcp Claim 1
MCP server for CDEK — delivery, tariffs, tracking, order management (Russia)
C 69 33 55 N/A N/A 58 95
21604
yulongwanxue
Local MCP Server Claim
Provides 18 tools including calculator operations (add, subtract, multiply, div…
C 69 43 78 65 N/A 25 95
21605
Bundelkund
Connects Claude Desktop to a local LiteFarm installation, enabling farm managem…
C 69 43 92 47 N/A 26 95
21606
wowjinxy
Discord MCP Server Claim
Enables Discord bot integration through MCP, allowing users to manage servers, …
C 69 44 92 47 45 81
21607
getpronto-io
getpronto Claim
Upload, transform, and manage images on Get Pronto from AI agents.
C 69 33 78 N/A N/A 35 83
21608
daedalus
mcp-number-theory Claim
MCP server exposing number theory functions and factorization algorithms
C 69 33 50 N/A N/A 67 95
21609
flashus
detrix Claim
Detrix is an agentic debugger. Watch any variable at any line, zero code change…
C 69 44 60 67 78 77
21610
hostinger
hostinger-api-mcp Claim 1
MCP server for Hostinger API
C 69 43 69 47 N/A 77 87
21611
eesb99
Optimization MCP Claim
Provides nine specialized production-ready solvers for advanced resource alloca…
C 69 44 84 52 50 81
21612
discohead
textual-mcp-server Claim 2
An MCP server that lets AI agents launch, interact with, and inspect Textual TU…
C 69 33 57 N/A N/A 54 95
21613
mirzaakhena
Faraidh MCP Server Claim
Enables Islamic inheritance law calculations (Faraidh) including heir validatio…
C 69 43 78 65 N/A 24 95
21614
nerdyaustin
Memory MCP Claim
Provides persistent cross-session memory and full-text search for AI coding ass…
C 69 33 60 N/A N/A 50 95
21615
Step-by-Step-technology
PocketBase MCP Server Claim 1
A comprehensive MCP server for managing PocketBase database schemas and migrati…
C 69 44 74 71 47 76
21616
Lee2026-dev
superskills-mcp Claim
A general-purpose MCP gateway that exposes your local CLI skills to any AI assi…
C 69 33 54 N/A N/A 59 95
21617
dokmatiq
PDF/DOCX/Excel generation with stationery overlay, ZUGFeRD/XRechnung, signing, …
C 69 33 72 N/A N/A 44 83
21618
KoyoYeager
pystub Claim 1
Auto-detect stubbable packages for Python exe builds and generate minimal stub …
C 69 33 60 N/A N/A 49 95
21619
systempromptio
Production AI agent mesh in 3 commands. MCP servers, playbooks, and multi-agent…
C 69 43 60 68 N/A 51 95
21620
niavasha
Plex MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to query and manage …
C 69 44 63 66 68 82
21621
c4m3lblue-star
Xray MCP Server Claim
Enables integration with Xray Cloud APIs for comprehensive test management incl…
C 69 44 78 62 46 81
21622
carsonroell-debug
linkrescue-mcp Claim
Broken link detection with affiliate tracking, revenue loss estimation, and fix…
C 69 33 70 N/A N/A 50 83
21623
amichail-1
Native Windows MCP server that gives AI agents full desktop control. 45+ tools …
C 69 33 54 N/A N/A 58 95
21624
chrisgreenx-ctrl
Serena Claim
A coding agent toolkit that provides IDE-like semantic code retrieval and editi…
C 69 43 60 66 N/A 67 84
21625
AdelElo13
Native Swift macOS automation — 143 tools: AX, EventKit, voice, browser DOM, un…
C 69 33 48 N/A N/A 71 95
21626
tixuz
openemis Claim 1
Read-only MCP server for OpenEMIS v5 — 645 resources, 24 playbooks, natural-lan…
C 69 33 78 N/A N/A 45 75
21627
solveitsimply
MCP Help Scout Claim
A comprehensive MCP server that provides full access to Help Scout's Docs and I…
C 69 44 72 67 50 82
21628
mcpjungle
MCPJungle Claim
One place to manage & connect to all your MCP servers
C 69 44 80 43 N/A 68 83
21629
adamzaidi
icloud-mcp Claim 1
An MCP server that connects Claude to iCloud Mail for reading, searching, sendi…
C 69 43 79 62 N/A 35 90
21630
warmachine2121
silent-brief-mcp Claim
AI-generated legal and business documents. Pay XMR, no accounts, no KYC.
C 69 33 72 N/A N/A 47 83
21631
szktty
straw-mcp Claim
A Dart implementation of the Model Context Protocol (MCP), enabling seamless in…
C 69 33 54 N/A N/A 59 95
21632
keigotak
Ableton MCP Claim 1
Enables natural language control over Ableton Live for generating musical patte…
C 69 43 78 58 N/A 43 89
21633
imjoshnewton
MediaSage Claim
Tracks movies, books, and TV shows with ratings and preferences, providing inte…
C 69 44 90 66 23 80
21634
CSOAI-ORG
Per-agent-pair IAM for A2A. Define policies ('orchestrator may call billing onl…
C 69 33 60 50 95
21635
rajat79suri
visa-info Claim
Visa requirements, documents, and FAQs for Indian passport holders. 35 countrie…
C 69 33 72 N/A N/A 31 95
21636
HadiCherkaoui
crafty-mcp Claim 1
MCP server for managing Minecraft servers through [Crafty Controller 4](https:/…
C 69 33 53 N/A N/A 60 95
21637
atla-digital
mcp-gitlab Claim
mcp-gitlab
C 69 44 92 43 53 80
21638
solenyaresearch0000
Derive MCP Claim 1
Provides comprehensive access to Lyra Finance's Derive API with 31+ tools for t…
C 69 44 90 66 27 76
21639
cloudforgetech6-ctrl
cloudforge Claim
Visualise diagrams, generate Terraform HCL, and manage Azure/AWS/GCP infrastruc…
C 69 33 66 N/A N/A 55 83
21640
LarsCowe
Queue Pilot Claim 2
MCP server for RabbitMQ and Kafka message inspection with JSON Schema validation
C 69 43 75 36 N/A 84 83
21641
listingbureau
Amazon organic ranking MCP server. Run campaigns, track keyword positions, moni…
C 69 33 54 77 83
21642
IntrepidServicesLLC
Lemon Squeezy SDK as MCP server. Give your AI assistant access to payment and s…
C 69 43 88 53 N/A 50 77
21643
ohvenkat
hostinger-ssh-mcp Claim 1
MCP server for connecting Claude Code to a Hostinger VPS via SSH
C 69 33 67 N/A N/A 37 95
21644
opsworld30
Enables AI models to interact with Feishu (Lark) APIs for document management, …
C 69 44 72 68 47 81
21645
symfony
ai-mate Claim
AI development assistant MCP server for Symfony projects
C 69 33 50 N/A N/A 66 95
21646
silbercue
iOS MCP server: 55 tools, xcresult parsing, UI automation, 15ms screenshots.
C 69 33 54 N/A N/A 59 95
21647
invest-composer
Enables AI assistants to create, backtest, and manage automated investment stra…
C 69 44 66 72 54 81
21648
pnocera
An MCP (Model Context Protocol) server for managing Tailscale resources using t…
C 69 43 72 62 N/A 39 95
21649
NobufumiMurata
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
C 69 33 60 N/A N/A 49 95
21650
fastmcp-me
This is an MCP server that provides access to the Alpha Vantage API, allowing s…
C 69 33 78 19 95
Showing 21601–21650 of 66518 servers
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