MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21551
albertogferrario
Enables the creation and management of business design artifacts including Busi…
C 69 43 60 72 N/A 51 90
21552
NikaBuligini
A local proxy server that enables Slack MCP integration for opencode by rewriti…
C 69 33 60 N/A N/A 50 95
21553
qso-graph
qsp-mcp Claim 1
QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vL…
C 69 43 84 43 N/A 53 90
21554
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
21555
team-telnyx
Telnyx MCP Server Claim
Enables interaction with Telnyx's telephony, messaging, and AI assistant APIs t…
C 69 44 94 61 23 81
21556
AdelElo13
Native Swift macOS automation — 143 tools: AX, EventKit, voice, browser DOM, un…
C 69 33 48 N/A N/A 71 95
21557
desty2k
Akamai CDN Claim 1
Read-only MCP server for Akamai CDN — properties, EdgeWorkers, DNS, network lis…
C 69 33 76 N/A N/A 61 67
21558
6NineLives
Godot MCP Claim
Provides a comprehensive integration between LLMs and the Godot Engine, enablin…
C 69 43 78 33 N/A 65 95
21559
c4m3lblue-star
Xray MCP Server Claim
Enables integration with Xray Cloud APIs for comprehensive test management incl…
C 69 44 78 62 46 81
21560
zolkinka
Enables AI assistants to interact with Yandex.Tracker task management system th…
C 69 44 78 70 35 82
21561
runpod
RunPod MCP Server Claim
Enables interaction with the RunPod REST API through Claude or other MCP-compat…
C 69 44 66 70 59 81
21562
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
21563
daedalus
mcp-number-theory Claim
MCP server exposing number theory functions and factorization algorithms
C 69 33 50 N/A N/A 67 95
21564
NobufumiMurata
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
C 69 33 60 N/A N/A 49 95
21565
Squidboy30
Boltwork Claim 1
AI services via Bitcoin Lightning — PDF summarisation, code review, translation…
C 69 33 78 N/A N/A 47 75
21566
symfony
ai-mate Claim
AI development assistant MCP server for Symfony projects
C 69 33 50 N/A N/A 66 95
21567
eesb99
Optimization MCP Claim
Provides nine specialized production-ready solvers for advanced resource alloca…
C 69 44 84 52 50 81
21568
dhruvpatel1706
mcp-zettel Claim 1
An MCP server that provides Claude and other MCP clients with persistent memory…
C 69 33 61 N/A N/A 48 95
21569
hostinger
hostinger-api-mcp Claim 1
MCP server for Hostinger API
C 69 43 69 47 N/A 77 87
21570
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
21571
hypothesi
A Model Context Protocol server for use with Tauri v2 applications
C 69 43 39 71 N/A 84 92
21572
wowjinxy
Discord MCP Server Claim
Enables Discord bot integration through MCP, allowing users to manage servers, …
C 69 44 92 47 45 81
21573 C 69 33 54 N/A N/A 58 95
21574
dsphper
Lanhu MCP Server Claim
Connects AI assistants to Lanhu design collaboration platform for analyzing Axu…
C 69 43 84 25 N/A 67 95
21575
redhat-data-and-ai
Production-ready Python template for building MCP servers with FastMCP, FastAPI…
C 69 44 60 68 N/A 67 81
21576
yardz
Enables AI agents to interact with the Ayrshare API to publish social media pos…
C 69 44 68 68 56 82
21577
mrostamii
rancher-mcp-server Claim 1
MCP server for the Rancher ecosystem with multi-cluster Kubernetes operations, …
C 69 44 57 68 75 82
21578
zinja-coder
jadx-ai-mcp Claim
JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates …
C 69 33 44 N/A N/A 75 95
21579
wtronk
geolocation-mcp Claim
Geolocation tools (reverse geocoding, ip lookup, etc) using Jeleo Geolocation A…
C 69 33 84 N/A N/A 27 83
21580
utapyngo
Fast and minimal Sentry MCP server written in Rust
C 69 44 60 67 70 80
21581
ashios15
Provides AI assistants with frontend development tools including component scaf…
C 69 33 72 N/A N/A 30 95
21582
hyperterse
hyperterse Claim
The agentic server framework.
C 69 43 64 41 N/A 80 95
21583
LabGuy94
MCPEmulate Claim 1
An MCP server that provides CPU emulation, disassembly, and assembly tools for …
C 69 33 53 N/A N/A 60 95
21584
emmaThompson07
Armor Crypto MCP Claim
Enables AI agents to interact with cryptocurrency ecosystems through wallet man…
C 69 44 72 70 47 81
21585
NakaokaRei
MCP server that can execute commands such as keyboard input and mouse movement
C 69 33 54 N/A N/A 60 95
21586
Flux159
mcp-chat Claim
Open Source Generic MCP Client for testing & evaluating mcp servers and agents
C 69 43 78 31 N/A 76 89
21587
r3-yamauchi
Kintone MCP Server Claim 1
A Model Context Protocol server that enables Claude and other AI assistants to …
C 69 44 69 60 71 78
21588
ralfbecher
API-first semantic engine and query planner for AI agents that compiles declara…
C 69 43 60 56 N/A 74 90
21589
craigmbrown
blindoracle Claim
The trust layer for the x402 agent economy: verifiable agent identity, payment …
C 69 55 60 72 97 27 81
21590
adriantr
Enables AI assistants to interact with the Tripletex accounting API to manage t…
C 69 44 84 68 35 77
21591
evan-moon
firma Claim
Local-first CLI asset tracker for overseas stock investors with Claude Desktop …
C 69 33 54 N/A N/A 76 83
21592
sebit-provider
sebit-mcp-public Claim
C 69 33 66 N/A N/A 41 95
21593
rwestergren
cronometer-api-mcp Claim 2
MCP server for Cronometer nutrition tracking — food logs, diary, macros, fasting
C 69 33 57 N/A N/A 69 83
21594
carlosatta
Provides access to cryptocurrency exchange APIs through CCXT, enabling market d…
C 69 44 84 70 27 81
21595
oregpt
MoluAbi MCP Server Claim
Enables complete AI agent lifecycle management through MoluAbi's platform, allo…
C 69 44 88 68 24 81
21596
Synaptikal
Chronos MCP Claim
Provides Claude with persistent local memory and a structured knowledge graph f…
C 69 33 60 N/A N/A 51 95
21597
MerzoukeMansouri
Provides AI assistants access to the ADEO Mozaic Design System, enabling lookup…
C 69 43 78 61 N/A 35 91
21598
Bundelkund
Connects Claude Desktop to a local LiteFarm installation, enabling farm managem…
C 69 43 92 47 N/A 26 95
21599
XenoXilus
outlook-mcp Claim 1
Enables AI assistants to manage Microsoft Outlook email and calendar through th…
C 69 43 81 46 57 87
21600
ahump20
bi Claim
C 69 43 92 40 N/A 34 95
Showing 21551–21600 of 66518 servers
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