MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 14 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22201
jluckyiv
op-mcp ⚡ Claim 2
An MCP server that provides secure access to 1Password secrets and item managem…
C 66 3⁄3 ◐ ⏳ 61 N/A N/A 34 95 —
22202
FrankXMX
dailyhotmcp ⚡ Claim 1
聚合55+平台热门榜单数据的AI工具,支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。
C 66 3⁄3 ◐ ⏳ 60 N/A N/A 53 83 —
22203
Growi-DeFi
mcp-growi ⚡ Claim 1
MCP server for Growi Finance — programmatic interaction with the GrowiHFVault o…
C 66 3⁄3 ◐ ⏳ 45 N/A N/A 63 95 —
22204
eroslifestyle
Coordinates up to 64 parallel expert agents for complex multi-agent orchestrati…
C 66 4⁄3 ◐ ⏳ 90 28 N/A 43 90 —
22205
AYDJI
Maya MCP Server ⚡ Claim
Enables AI assistants to programmatically control Autodesk Maya via natural lan…
C 66 4⁄3 ◐ ⏳ 78 57 N/A 29 87 —
22206
duquesnay
A high-performance TypeScript server that enables interaction with Obsidian vau…
C 66 4⁄3 ◐ ⏳ 60 43 N/A 69 94 —
22207
turtir-ai
🚀 Ultimate Developer Productivity Suite - 11 specialized MCP servers for AI-pow…
C 66 4⁄3 ◐ ⏳ 78 38 N/A 43 95 —
22208
boam79
depreciation-mcp ⚡ Claim
Provides Korean corporate tax-based fixed asset depreciation calculations and t…
C 66 3⁄3 ◐ ⏳ 60 N/A N/A 36 95 —
22209
Bobini1
foo-ai Claim
MCP control for foobar2000. Control your music player with an AI assistant!
C 66 3⁄3 ◐ ⏳ 50 N/A N/A 54 95 —
22210
justinmclean
Apache Health MCP ⚡ Claim 2
An MCP server for querying and analyzing Apache Incubator podling health report…
C 66 3⁄3 ◐ ⏳ 63 N/A N/A 32 95 —
22211
Shravan1610
n8n MCP Server ⚡ Claim 1
Enables users to manage workflows, monitor executions, and perform administrati…
C 66 4⁄4 ◐ ⏳ 84 62 — 26 78 —
22212
wegitor
guitar-pro-mcp ⚡ Claim 2
A Message Control Protocol (MCP) server for manipulating Guitar Pro files. It p…
C 66 3⁄3 ◐ ⏳ 72 N/A N/A 16 95 —
22213
TrackLine
remnawave-mcp ⚡ Claim 1
An MCP server that enables LLM clients to manage Remnawave VPN panels through 5…
C 66 4⁄3 ◐ ⏳ 53 68 — 53 92 —
22214
codemaestroai
Public repository for Advanced Unity MCP by Code Maestro (www.code-maestro.com).
C 66 3⁄3 ◐ ⏳ 54 N/A N/A 46 95 —
22215
miller-joe
youtube-mcp ⚡ Claim 3
MCP server for YouTube creator-ops — video metadata, comments, playlists, chann…
C 66 3⁄3 ◐ ⏳ 61 — — 78 63 —
22216
MarcusJellinghaus
MCP Code Checker ⚡ Claim
Enables AI assistants to perform comprehensive code quality checks including py…
C 66 4⁄3 ◐ ⏳ 64 33 N/A 73 95 —
22217
Daniel09Fernandes
DMCPServer Claim
Dinos MCP Server, make your code, on MCP Action and execute by AI
C 66 3⁄3 ◐ ⏳ 48 N/A N/A 57 95 — PA
22218
m-shirt
Generates MCP servers from Postman API collections, automatically converting se…
C 66 4⁄4 ◐ ⏳ 78 67 — 29 77 —
22219
chweyun
Enables querying and analyzing non-reimbursable medical treatment costs in Sout…
C 66 4⁄4 ◐ ⏳ 78 68 — 25 81 —
22220
KamaruSama
mcp-screenshot ⚡ Claim
Take Wayland screenshots via grim/slurp. Full screen, region, or interactive cr…
C 66 3⁄3 ◐ ⏳ 60 N/A N/A 39 95 —
22221
OmelchMichael
MCP Agent Mail ⚡ Claim
A coordination layer for coding agents that provides identities, message thread…
C 66 4⁄4 ◐ ⏳ 78 41 — 58 80 —
22222
peakmojo
agentic-mcp-client ⚡ Claim
A standalone agent runner that executes tasks using MCP (Model Context Protocol…
C 66 4⁄3 ◐ ⏳ 84 31 N/A 44 95 —
22223
DynamicEndpoints
Etsy MCP Server ⚡ Claim
Enables seamless integration with Etsy's marketplace API v3 to search listings,…
C 66 4⁄4 ◐ ⏳ 78 67 — 23 81 —
22224
jangabrielsson
Enables AI assistants to interact with Fibaro Home Center 3 smart home systems …
C 66 4⁄4 ◐ ⏳ 96 36 — 44 76 —
22225
CtpN3m01
Connects MCP clients to MetaTrader 5 MetaEditor on Linux via Wine, enabling aut…
C 66 3⁄3 ◐ ⏳ 60 N/A N/A 36 95 —
22226
provos
ironcurtain ⚡ Claim
A secure* runtime for autonomous AI agents. Policy from plain-English constitut…
C 66 4⁄3 ◐ ⏳ 60 27 N/A 90 95 —
22227
Texan-NXTassist
nr-mcp ⚡ Claim 2
MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 too…
C 66 3⁄3 ◐ ⏳ 61 N/A N/A 52 83 —
22228
daedalus
mcp-numpy ⚡ Claim 1
An MCP server that exposes NumPy functionality
C 66 3⁄3 ◐ ⏳ 47 N/A N/A 58 95 —
22229
sokinpui
PyMCP ⚡ Claim
A simple, tiny, and asynchronous server and client implementation for the Moder…
C 66 4⁄3 ◐ ⏳ 72 65 N/A 21 95 —
22230
theraaz
Provides intelligent code context management and semantic search capabilities f…
C 66 4⁄4 ◐ ⏳ 94 33 — 42 80 —
22231
chenxing3060
Enables interaction with VibeDoge lottery system through comprehensive tools fo…
C 66 4⁄4 ◐ ⏳ 78 66 — 25 81 —
22232
mdfifty50-boop
scope-guard ⚡ Claim
Hard scope boundaries to prevent AI agent drift
C 66 3⁄3 ◐ ⏳ 60 N/A N/A 37 95 —
22233
The-AI-Workshops
Enables interaction with JotForm's API to manage forms, submissions, folders, r…
C 66 4⁄4 ◐ ⏳ 88 41 — 43 80 —
22234
vendurehq
Vendure MCP Server ⚡ Claim
A standalone server that enables programmatic interaction with Vendure CLI comm…
C 66 4⁄4 ◐ ⏳ 80 58 — 36 81 —
22235
LupinLin1
Enables AI assistants to generate and edit images through OpenAI's DALL-E model…
C 66 4⁄4 ◐ ⏳ 60 70 — 49 81 —
22236
valljo888ai
SLAM Commerce MCP ⚡ Claim 1
Exposes Shopify store data from SLAM Gadget SQLite databases to AI tools throug…
C 66 3⁄3 ◐ ⏳ 60 N/A N/A 39 95 —
22237
mybytecode
supabase Claim
C 66 4⁄3 ◐ ⏳ 54 62 N/A 57 92 —
22238
ProCreations-Official
Second Opinion MCP ⚡ Claim
Enables Claude to consult over 17 AI platforms and 800,000+ models to provide a…
C 66 4⁄4 ◐ ⏳ 84 58 — 25 81 —
22239
maricoxu
A unified remote terminal management server that simplifies complex SSH connect…
C 66 4⁄4 ◐ ⏳ 78 60 — 32 81 —
22240
cnoe-io
OpenAPI to MCP Server Code Generator
C 66 4⁄3 ◐ ⏳ 56 41 N/A 87 89 —
22241
chaindead
telegram-mcp ⚡ Claim
Telegram API integration for accessing user data, managing dialogs (chats, chan…
C 66 4⁄3 ◐ ⏳ 60 37 N/A 75 95 —
22242
MyronKoch-dev
Osmosis MCP Server ⚡ Claim
A comprehensive Model Context Protocol server that provides AI assistants with …
C 66 4⁄4 ◐ ⏳ 84 50 — 40 81 —
22243
robinmordasiewicz
F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscript…
C 66 4⁄3 ◐ ⏳ 60 32 N/A 81 95 —
22244
apecloud
K8s MCP Server ⚡ Claim
Enables LLMs like Claude to securely execute Kubernetes CLI tools (kubectl, hel…
C 66 4⁄4 ◐ ⏳ 54 65 — 67 80 —
22245
musnows
RAG MCP Tool ⚡ Claim
Provides intelligent retrieval capabilities for local files by scanning directo…
C 66 4⁄3 ◐ ⏳ 62 71 N/A 29 95 —
22246
chrbailey
Pre-execution governance for AI agents. Intercepts and validates every agent to…
C 66 4⁄3 ◐ ⏳ 60 46 N/A 64 95 —
22247
phields
Provides access to the Unusual Whales API for real-time financial data, options…
C 66 4⁄4 ◐ ⏳ 60 71 — 51 80 —
22248
sbarron
Provides intelligent code context and analysis through semantic compression, AS…
C 66 4⁄4 ◐ ⏳ 84 40 — 48 81 —
22249
mattjegan
eBird MCP Server ⚡ Claim
Provides access to the eBird API 2.0 for retrieving bird observation data, chec…
C 66 4⁄4 ◐ ⏳ 66 66 — 45 81 —
22250
EreAlexandru
Enables interaction with Azure DevOps through natural language in Cursor IDE. S…
C 66 4⁄3 ◐ ⏳ 72 58 N/A 29 94 —
Showing 22201–22250 of 69236 servers
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