MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29617
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23251
nhevers
mcpx Claim
MCP client with connection pooling
C 60 43 80 28 N/A 28 90
23252
Owen123-lang
Netmiko MCP Server Claim
Enables interaction with Cisco network devices through SSH using Netmiko. Suppo…
C 60 44 78 48 25 76
23253
pgallar
A Model-Controller-Proxy server that acts as an intermediary between clients an…
C 60 44 62 67 19 81
23254
krystofbe
rope-mcp-server Claim
Provides Python refactoring capabilities via the Rope library, enabling AI agen…
C 60 33 48 N/A N/A 32 95
23255
gaharivatsa
Provide seamless access to Kibana logs through a simple API designed for effici…
C 60 43 48 71 N/A 24 90
23256
danielkinahan
ReaMCP Claim 1
An MCP server that enables users to control and edit REAPER projects through a …
C 60 43 63 31 N/A 50 92
23257
mattcoatsworth
A comprehensive Model Context Protocol server that enables users to interact wi…
C 60 44 62 68 23 77
23258
WowWashington
An MCP server that enables AI agents to manage multi-marketplace e-commerce ope…
C 60 44 79 41 27 80
23259
nikulk2992-jpg
prismhr-mcp Claim 2
MCP server for PrismHR, enabling AI agents to automate payroll, benefits, compl…
C 60 33 60 52 67
23260
Nom-nom-hub
Provides AI coding agents with a secure, sandboxed environment for executing co…
C 60 44 84 40 26 76
23261
1237889321
A transport wrapper that exposes Contentstack MCP tools over HTTP instead of st…
C 60 44 56 66 30 81
23262
juststank
Enables programmatic management of FortiGate firewall devices through MCP, supp…
C 60 44 42 68 50 82
23263
nguyendinhsinh361
Official ElevenLabs Model Context Protocol server that enables AI assistants li…
C 60 44 54 60 42 80
23264
igorzheludkov
Metro Logs MCP Claim
Captures and provides access to React Native console logs from Metro bundler, e…
C 60 43 48 33 N/A 78 90
23265
ithiria894
Curated workflow recipes that combine hooks, MCP servers, skills, agents, and C…
C 60 33 44 N/A N/A 42 95
23266
amxv
mcp-manager Claim
simple web ui to manage mcp (model context protocol) servers in the claude app
C 60 43 58 30 N/A 58 95
23267
taazkareem
clickup-mcp-server Claim
ClickUp MCP Server - Integrate ClickUp project management with AI through Model…
C 60 33 52 N/A N/A 42 83
23268
Howardzhangdqs
mcp-wechat-server Claim
A WeChat robot server based on the Model Context Protocol that enables AI agent…
C 60 33 48 N/A N/A 32 95
23269
groovy-web
ai-testing-mcp Claim 1
MCP server for comprehensive AI testing, evaluation, and quality assurance
C 60 33 39 N/A N/A 48 95
23270
darylerivers
nicheiqs Claim 1
Score any market niche 0-100. Analyzes Reddit pain signals, Google Trends, and …
C 60 33 54 N/A N/A 39 83
23271
Michael2150
Firebird database MCP server that reads connection details from [FlameRobin's](…
C 60 33 36 N/A N/A 54 95
23272
yarnovo
Dynamically loads ComfyUI workflows as MCP tools, enabling AI assistants to gen…
C 60 44 66 55 29 81
23273
cyanheads
Exploring the Model Context Protocol (MCP) through practical guides, clients, a…
C 60 33 44 N/A N/A 39 95
23274
FujishigeTemma
Provides access to Typst documentation, enabling users to search, browse, and r…
C 60 44 78 45 21 81
23275
CoplayDev
Unity plugin for Coplay
C 60 33 50 N/A N/A 32 95
23276
MCPShield-Dev
mcpshield Claim
Security scanner for MCP servers - detects tool poisoning and injection
C 60 33 48 N/A N/A 35 95
23277
vectorize-io
hindsight Claim
Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to m…
C 60 44 56 27 82 83
23278
lxy2109
Tripo3D MCP Claim
A tool integration that wraps Tripo3D API capabilities for 3D model generation,…
C 60 44 54 63 37 81
23279
swgee
BurpMCP Claim
Burp Suite Extension with MCP Server to enhance manual application security tes…
C 60 43 60 27 N/A 60 95
23280
severity1
argocd-mcp Claim
An MCP (Model Context Protocol) server that integrates with the ArgoCD API, ena…
C 60 44 64 36 59 81
23281
WillEhrendreich
SageFs Claim
Sage Mode for F# development — REPL with solution or project loading, Live Test…
C 60 43 58 26 N/A 64 92 F#
23282
Robbo-lab
Provides unit conversion tools (celsius/fahrenheit, kilometers/miles) via MCP, …
C 60 33 48 N/A N/A 35 95
23283
nirholas
DeFi agent definitions JSON API - crypto trading portfolio management bots
C 60 43 58 15 N/A 78 95
23284
bitgeese
A specialized server that enables LLMs to gather specific information through s…
C 60 44 56 68 30 81
23285
DitriXNew
EDT-MCP Claim
MCP for 1C:EDT
C 60 43 48 37 N/A 63 95
23286
Techopolis
AI agent skills, agent teams, MCP servers, and tools that make AI coding assist…
C 60 33 44 N/A N/A 39 95
23287
vibheksoni
The only browser automation that bypasses anti-bot systems. AI writes network h…
C 60 43 54 30 N/A 83 82
23288
xmkevinchen
calibre-mcp Claim 1
An MCP server for managing local Calibre libraries using the calibredb CLI. It …
C 60 33 51 N/A N/A 27 95
23289
bbonnin
MCP server that automatically converts any OpenAPI/Swagger specification into a…
C 60 33 48 N/A N/A 34 95
23290
AlexMili
Awesome-MCP Claim
Awesome ModelContextProtocol resources - A curated list of MCP resources
C 60 33 44 N/A N/A 39 95
23291
procoders
test-server Claim 1
just a test of glama
C 60 33 50 N/A N/A 30 95
23292
theYahia
yandex-direct-mcp Claim 1
MCP server for Yandex.Direct API v5 enabling management of campaigns, ad groups…
C 60 33 45 55 83
23293
RamKansal
pentestMCP Claim
pentestMCP: AI-Powered Penetration Testing via MCP, an MCP designed for penetra…
C 60 43 78 31 N/A 34 87
23294
paulhkang94
markview Claim
Native macOS markdown preview app with MCP server. Open and render Markdown fil…
C 60 43 60 12 N/A 78 95
23295
weibaohui
k8m Claim
Provides MCP multi-cluster Kubernetes management and operations, featuring a ma…
C 60 44 54 32 82 81
23296
stackhawk
stackhawk Claim 2
An MCP server that provides interaction with StackHawk's security scanning plat…
C 60 43 63 43 N/A 47 83
23297
DemoDaygit
Enterprise-grade MCP server with multi-agent system that enables AI-powered bus…
C 60 44 74 43 34 80
23298
lineex
mcp-simple-pubmed Claim
C 60 43 64 35 N/A 42 95
23299
ajeetraina
Provides real-time access to Bangalore's public transportation information incl…
C 60 44 56 55 45 81
23300
leaper-mcp
Convert images to desired formats or styles seamlessly. Enhance your applicatio…
C 60 44 54 55 55 76
Showing 23251–23300 of 48148 servers
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