MCP Server Quality Scores

Independent quality analysis of 33593 public MCP servers

33593
Discovered
27587
Scored
1867
Verified
16957
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20851
woyaxnini
MCP server for Ozon Seller API. 26 tools: products, prices, orders, analytics, …
C 69 33 75 N/A N/A 40 83
20852
utapyngo
Fast and minimal Sentry MCP server written in Rust
C 69 44 60 67 70 80
20853
ahump20
bi Claim
C 69 43 92 40 N/A 34 95
20854
elastic
Elasticsearch MCP Server Claim
Connects Claude and other MCP clients to Elasticsearch data, allowing users to …
C 69 43 42 68 80 94
20855
sidclawhq
Governance proxy for MCP servers — policy evaluation, human approval, audit tra…
C 69 33 60 N/A N/A 67 83
20856
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
20857
hyperterse
hyperterse Claim
The agentic server framework.
C 69 43 64 41 N/A 80 95
20858
ezrabrilliant
staruml-mcp Claim 2
MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP.
C 69 33 45 N/A N/A 73 95
20859 C 69 33 54 N/A N/A 58 95
20860
drausal
Enables AI assistants to interact with GoHighLevel's complete API including con…
C 69 44 100 35 49 81
20861
jathinkolla
Enables document format conversion between various formats (Markdown, HTML, PDF…
C 69 43 84 45 N/A 42 95
20862
aydinfer
An interface that enables Claude to interact with Spline 3D design tool, allowi…
C 69 44 90 38 64 77
20863
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
20864
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
20865
ehartye
Agile Backlog MCP Claim
Enables comprehensive agile project management with epics, stories, tasks, and …
C 69 43 78 63 N/A 29 95
20866
core-marlo
Marlo MCP Claim
Enables interaction with Marlo's maritime finance and operations platform, prov…
C 69 44 72 68 49 81
20867
rclone-ui
rclone Claim 2
MCP server for the Rclone RC API, with selectable toolsets.
C 69 43 71 68 N/A 37 92
20868
miscusi-peek
Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate …
C 69 43 76 50 N/A 50 92
20869
BoabAI
MCP Cliniko Server Claim
Provides comprehensive integration with the Cliniko API for healthcare practice…
C 69 44 84 68 28 81
20870
CodeCraftingDevelopment
A bridge that enables MCP clients like Cascade and Windsurf to interact with to…
C 69 43 84 58 N/A 32 89
20871
ormastes
TRACE32 debugger MCP — session, dialog, field, history, resource inspection
C 69 33 48 N/A N/A 71 95
20872
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
20873
Luc0-0
GodProfile Claim
The ultimate AI Agent skillset. An official MCP Server packed with 16 world-cla…
C 69 33 66 N/A N/A 39 95
20874
ralfbecher
API-first semantic layer MCP server compiling YAML models into dialect-specific…
C 69 43 60 56 N/A 74 90
20875
rahul007-bit
K8s MCP Claim
Enables interaction with Kubernetes clusters through 32 specialized tools for m…
C 69 43 84 56 N/A 25 95
20876
daedalus
mcp-number-theory Claim
MCP server exposing number theory functions and factorization algorithms
C 69 33 50 N/A N/A 67 95
20877
1broseidon
Provides real-time weather information and multi-day forecasts for global locat…
C 69 44 96 57 26 81
20878
mcpjungle
MCPJungle is a self-hosted MCP Registry and Gateway suitable for both local and…
C 69 44 80 43 68 83
20879
VULK-dev
vulk-mcp-server Claim
Build, edit, and deploy full-stack web apps from any AI assistant.
C 69 33 66 N/A N/A 54 83
20880
yusiwen
MCP server for Drone CI/CD with 47 tools for build, repo, secret, user, templat…
C 69 33 59 N/A N/A 51 95
20881
NexusFeed
nexusfeed-ltl Claim
Real-time LTL fuel surcharge rates for 10 US carriers with verifiable provenanc…
C 69 33 60 N/A N/A 67 83
20882
hostinger
hostinger-api-mcp Claim 1
MCP server for Hostinger API
C 69 43 69 47 N/A 77 87
20883
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
20884
ComPDFKit
A lightweight MCP (Model Context Protocol) server designed for seamless integra…
C 69 33 66 N/A N/A 39 95
20885
redhat-data-and-ai
A production-ready foundation template for building Model Context Protocol (MCP…
C 69 44 60 68 67 81
20886
gr3enarr0w
Enables AI-powered email management through FastMail's JMAP API with features l…
C 69 44 88 67 23 81
20887
PSU3D0
spreadsheet-mcp Claim
High-performance, token-efficient spreadsheet analysis/editing (xlsx/xlsm) with…
C 69 43 60 53 N/A 75 92
20888
eesb99
Optimization MCP Claim
Provides nine specialized production-ready solvers for advanced resource alloca…
C 69 44 84 52 50 81
20889
codeledgerECF
codeledger Claim
Deterministic context selection for AI coding agents. Local memory that compoun…
C 69 33 54 N/A N/A 59 95
20890
OptimiLabs
velocity Claim
Local-first workspace for Claude Code, Codex CLI, and Gemini CLI with sessions,…
C 69 43 66 31 N/A 88 95
20891
NakaokaRei
MCP server that can execute commands such as keyboard input and mouse movement
C 69 33 54 N/A N/A 60 95
20892
ankimcp
Anki addon that exposes your flashcard collection to AI assistants via a local …
C 69 43 72 53 N/A 50 95
20893
wowjinxy
Discord MCP Server Claim
Enables Discord bot integration through MCP, allowing users to manage servers, …
C 69 44 92 47 45 81
20894
guia-matthieu
clawfu-skills Claim
172 expert marketing skills for AI agents — ClawFu MCP Server
C 69 33 60 N/A N/A 51 95
20895
prathammanocha
Enables AI assistants to interact with WordPress sites through REST APIs, allow…
C 69 44 72 72 50 76
20896
Hebline
mcp-server Claim 1
Intelligent API routing for AI agents. Best service, best price, free alternati…
C 69 33 78 N/A N/A 58 67
20897
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
20898
dokmatiq
PDF/DOCX/Excel generation with stationery overlay, ZUGFeRD/XRechnung, signing, …
C 69 33 72 N/A N/A 44 83
20899
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
20900
anteriovieira
OSC MCP Server Claim 1
Enables control of digital mixers (Behringer X32, Midas M32) through natural la…
C 69 44 90 60 26 83
Showing 20851–20900 of 33593 servers
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