MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27382
Scored
1781
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21201
Jakedismo
A high-performance CLI tool that provides semantic code search, advanced archit…
C 67 44 64 70 51 81
21202
Platano78
Smart-AI-Bridge Claim
Intelligent AI routing and integration platform for seamless provider switching
C 67 43 60 43 N/A 72 95
21203
civyk-official
WinWright Claim
civyk-winwright is a Playwright-style MCP server for Windows desktop and browse…
C 67 33 54 N/A N/A 50 95
21204
karthikravva
MCP Energy Hub Claim
Provides real-time US power grid intelligence and carbon intensity data to enab…
C 67 44 72 66 43 78
21205
cosmicjs
Cosmic MCP Server Claim 2
An MCP server that enables AI assistants to manage content, media, and schemas …
C 67 44 63 75 45 80
21206
Yoryoboy
ArcaMCP Claim
Servidor MCP para AFIP/ARCA: automatiza certificados, autorización de Web Servi…
C 67 43 72 62 N/A 33 90
21207
shuymn
gh-mcp Claim
A GitHub CLI extension that seamlessly runs the github-mcp-server using your ex…
C 67 43 60 45 N/A 79 88
21208
LoamStudios
A GitHub MCP Server extension for Zed
C 67 43 42 68 N/A 72 95
21209
bellx2
Repsona MCP Server Claim
Enables integration with Repsona project management platform, allowing users to…
C 67 44 72 62 47 80
21210
VouchlyAI
pincer Claim 1
Secure grip for your agent's secrets - security-hardened MCP gateway with proxy…
C 67 43 56 66 N/A 64 84
21211
Lyellr88
marm-mcp-server Claim
Universal MCP Server with advanced AI memory capabilities and semantic search.
C 67 43 54 58 N/A 68 90
21212
tamago-labs
Enables AI agents to interact with Tapp Exchange, a decentralized exchange on A…
C 67 43 72 68 N/A 28 90
21213
onimsha
A production-ready Model Context Protocol server that enables AI assistants and…
C 67 44 60 75 46 82
21214
PiwikPRO
Enables AI assistants to manage Piwik PRO Analytics resources including apps, t…
C 67 44 50 68 73 82
21215
sgx-labs
Persistent memory for AI coding agents. Local-first SQLite + vector search, 12 …
C 67 43 60 46 N/A 70 95
21216
arielbk
anki-mcp Claim 1
MCP server for integrating with Anki flashcards through conversational AI
C 67 43 51 72 N/A 56 90
21217
benkaiser
Mob Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
C 67 44 72 71 42 76
21218
avrabe
mcp-loxone Claim
An opinionated Model Context Protocol (MCP) server for controlling Loxone home …
C 67 43 60 45 N/A 78 90
21219
willibrandon
pixel-mcp Claim 1
MCP server for creating pixel art with Aseprite through AI assistants. Supports…
C 67 43 75 23 N/A 77 95
21220
samvallad33
vestige Claim
Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D…
C 67 43 60 35 N/A 87 92
21221
Izyuusya
japan-data-mcp Claim
日本の公的データ(統計・法人・不動産)にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3AP…
C 67 43 50 68 N/A 75 83
21222
funwarioisii
mcp-rb Claim
A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL
C 67 33 54 N/A N/A 53 95
21223
IlyaGulya
Gradle integration using the Gradle Tooling API to inspect projects, execute ta…
C 67 33 54 N/A N/A 52 95
21224
FutureAtoms
AI-native orchestration layer with 80+ tools for task management, code editing,…
C 67 44 100 31 42 80
21225
Embassy-of-the-Free-Mind
Search translated historical texts on alchemy, Hermeticism, and Renaissance phi…
C 67 43 78 47 N/A 41 94
21226
karkir0003
MyPlayground Claim
Provides demo tools for addition, mock weather data, and username generation.
C 67 33 56 N/A N/A 48 95
21227
TylerFlar
Enables interaction with Fidelity Investments brokerage accounts using Playwrig…
C 67 33 54 N/A N/A 53 95
21228
isac322
kwin-mcp Claim 2
MCP server for Linux desktop GUI automation on KDE Plasma 6 Wayland -- 30 tools…
C 66 43 73 26 N/A 76 90
21229
KamaruSama
mcp-screenshot Claim
Take Wayland screenshots via grim/slurp. Full screen, region, or interactive cr…
C 66 33 60 N/A N/A 39 95
21230
eroslifestyle
Coordinates up to 64 parallel expert agents for complex multi-agent orchestrati…
C 66 43 90 28 N/A 43 90
21231
lepoco
camunda Claim
Tools to interact with the Camunda 7 Community Edition Engine using the Model C…
C 66 33 52 43 100
21232
homelab-admin
Enables AI assistants to control and interact with BetterTouchTool on macOS, al…
C 66 43 48 72 N/A 55 90
21233
malaya-zemlya
TLS MCP Server Claim 1
Provides a unified tool for TLS certificate analysis with automatic OpenSSL int…
C 66 44 86 56 24 82
21234
arthurpanhku
DragonMCP Claim 1
MCP server for Greater China local life services: Meituan/Ele.me food delivery,…
C 66 44 57 56 77 81
21235
dimitar-grigorov
Non-UTF-8/Unicode encoding: CP1251, CP1252, KOI8-R, ISO-8859 with auto-detection
C 66 43 60 38 N/A 74 95
21236
iowarp
CLIO Slurm Claim 1
MCP server for Slurm workload management and HPC job scheduling
C 66 43 35 70 N/A 75 92
21237
golf-mcp
golf-scanner Claim
Discover and audit MCP servers for security vulnerabilities across Claude Code,…
C 66 43 60 38 N/A 75 95
21238
lianshuang-photo
Model Context Protocol server that enables AI assistants like Claude to access …
C 66 44 66 72 42 80
21239
GeorgeStrakhov
MCPeasy Claim
A production-grade multi-tenant MCP server that provides different tools and co…
C 66 44 100 40 24 81
21240
ProCreations-Official
Second Opinion MCP Claim
Enables Claude to consult over 17 AI platforms and 800,000+ models to provide a…
C 66 44 84 58 25 81
21241
ZundamonnoVRChatkaisetu
A server that connects Unity with local large language models through Ollama, e…
C 66 43 86 33 N/A 39 95
21242
vllora
vllora Claim
Debug your AI agents
C 66 43 56 41 N/A 76 95
21243
vendurehq
Vendure MCP Server Claim
A standalone server that enables programmatic interaction with Vendure CLI comm…
C 66 44 80 58 36 81
21244
1600822305
SO Analyzer MCP Claim
Enables analysis of native Android libraries (SO files) and Flutter application…
C 66 43 76 57 N/A 24 95
21245
asbloom-py
GitHub MCP Server Claim 1
Enables interaction with GitHub through the GitHub API, supporting file operati…
C 66 44 78 71 19 81
21246
dkruyt
A Model Context Protocol server that allows language models to manage Hetzner C…
C 66 44 73 68 41 76
21247
AYDJI
Maya MCP Server Claim
Enables AI assistants to programmatically control Autodesk Maya via natural lan…
C 66 43 78 57 N/A 29 87
21248
phields
Provides access to the Unusual Whales API for real-time financial data, options…
C 66 44 60 71 51 80
21249
vernonstinebaker
WebDAV MCP Claim
Zero-dependency WebDAV MCP server — single static binary, no Node.js or Python.…
C 66 33 48 N/A N/A 56 95
21250
ZachHandley
ZMCPTools Claim
A multi-agent orchestration platform for Claude Code providing 61 tools for aut…
C 66 43 96 25 N/A 44 88
Showing 21201–21250 of 33537 servers
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