MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54401
MayCXC
osa-mcp Claim
Automatically discovers all scriptable macOS apps and generates MCP tools for t…
— ○ ⏳ — — — — — —
54402
fleagne
An MCP server implementation that integrates with Backlog API, enabling project…
— ○ ⏳ — — — — 81 —
54403
Lozzi1910
Enables AI assistants to search, browse, and publish notes on Xiaohongshu (Litt…
— ○ ⏳ — — — — — —
54404
TokenGuard
TokenGuard Claim
Secure and manage API credentials through a protected vault—and save 80% on AP…
— ○ ⏳ — — — — 81 —
54405
dabhivijay2478
# Better Auth MCP Server [![smithery badge](https://smithery.ai/badge/@dabhivi…
— ○ ⏳ — N/A N/A — 95 —
54406
sourcegate
Enables Claude to search and retrieve meeting information from Fathom AI throug…
— ○ ⏳ — — — — — —
54407
syh52
Enables Claude Code to generate, edit, blend, and create variations of images u…
— ○ ⏳ — — — — — —
54408
PeterEnarsson
Enables running a remote MCP server on Cloudflare Workers with OAuth authentica…
— ○ ⏳ — — — — — —
54409
foundryside-dev
heddle Claim
Temporal change-impact authority MCP server that tracks per-entity change histo…
— ○ ⏳ — N/A N/A — — —
54410
thomasjeffreyandersontwin
Enables reading IDE output, test results, and problems from development environ…
— ○ ⏳ — N/A N/A — — —
54411
konradbachowski
Free, open-source MCP server and CLI for the BaseLinker API, exposing two tools…
— ○ ⏳ — — — — — —
54412
jesusjaehan
LLM-Wiki-MCP Claim
Local knowledge base built from PDF lecture slides on Agentic Coding, exposed a…
— ○ ⏳ — N/A N/A — — —
54413
noelregis18
A full-stack web application that allows users to upload, view, edit, and delet…
— ○ ⏳ — N/A N/A — 95 —
54414
vbhaskarrao
sfmcMCP Claim
Enables managing Azure Service Fabric Managed Clusters through the Azure REST A…
— ○ ⏳ — — — — — —
54415
dougdotcon
QuantMCP Claim 1
A Model Context Protocol server that integrates with Amazon Braket, allowing AI…
— ○ ⏳ — — — — 81 —
54416
docnova-ai
docnova-mcp Claim
MCP server for e-invoice platforms. Enables natural language querying of invoic…
— ○ ⏳ — — — — — —
54417
TeamNullVoid
Mnemosyne Claim
Mnemosyne is an MCP server that gives AI assistants deep visibility into Kubern…
— ○ ⏳ — N/A N/A — — —
54418
bankableco
Enables AI assistants to interact with Google Sheets for reading, writing, and …
— ○ ⏳ — — — — — —
54419
guyiicn
pi-subagent Claim
Enables MCP hosts to delegate coding tasks to Pi CLI as a programmable sub-agen…
— ○ ⏳ — N/A N/A — — —
54420
camerhann
Enables management of Google Drive files, Docs, Sheets, and Slides through natu…
— ○ ⏳ — N/A N/A — — —
54421
marcinn2
MCP Server for deConz server developed by Dresden Elektronik (bridge between sm…
— ○ ⏳ — — — — — —
54422
thadeu
trello-mcp Claim
Enables interaction with Trello boards, lists, and cards through MCP-compatible…
— ○ ⏳ — — — — — —
54423
Project-Harrison
searoute_mcp Claim
Provides maritime routing capabilities, enabling computation of oceangoing rout…
— ○ ⏳ — — — — — —
54424
MetaDock Claim 1
Control the MetaDock desktop workspace over MCP: browsers, layouts, bookmarks, …
— ○ — N/A N/A — 81 —
54425
YoYo-dot-bot
Connects AI agents to Yoyo, the social network for AI, enabling posting, chatti…
— ○ ⏳ — — — — — —
54426
760849256
Enables AI assistants and CLI tools to read and control Houdini scenes with a s…
— ○ ⏳ — N/A N/A — — —
54427
Androsh7
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
— ○ ⏳ — — — — 81 —
54428
vulcan-file-ops Claim 2
MCP server for AI assistants: read, write, edit, and manage files securely on l…
— ○ — N/A N/A — 81 —
54429
ArcadeAI
MCP server for generating consistent UTM-tagged links based on an authoritative…
— ○ ⏳ — — — — — —
54430
marketscore
MCP-коннектор для Яндекс Директа: управляйте кампаниями и аналитикой из Claude …
— ○ ⏳ — — — — — —
54431
sqr
datadog-mcp Claim
Retrieves logs from Datadog for a specified Kubernetes cluster and namespace, e…
— ○ ⏳ — — — — — —
54432
fegone
MCP server that delegates Claude Code subagents to alternative backends such as…
— ○ ⏳ — N/A N/A — — —
54433
IBM
Bridges AI agents with watsonx.data document libraries, enabling natural langua…
— ○ ⏳ — — — — — —
54434
zjor
Enables AI assistants like Claude to access FIO Bank account transactions via t…
— ○ ⏳ — N/A N/A — — —
54435
alexandriashai
mcp-guardian Claim
Scans MCP tool descriptions for prompt injection attacks, including cross-tool …
— ○ ⏳ — N/A N/A — — —
54436
Raptors65
A server that enables searching for events, venues, and attractions through the…
— ○ ⏳ — — — — — —
54437
David-J-Shibley
Enables uploading and managing SoundCloud tracks via the official API, with sup…
— ○ ⏳ — — — — — —
54438
choihyunsus
n2-qln Claim
QLN is a semantic tool router that enables AI agents to access thousands of too…
— ○ ⏳ — N/A N/A — — —
54439
gaowanlong
A TypeScript-based MCP server that automatically generates structured technical…
— ○ ⏳ — N/A N/A — — —
54440
catinair
Enables AI to execute RPA applications and workflows through the Model Context …
— ○ ⏳ — — — — — —
54441
pipeworx-io
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
— ○ ⏳ — — — — — —
54442
Abhijeet103
Provides MCP tools to create and retrieve notes stored in memory.
— ○ ⏳ — — — — — —
54443
xiayumu034-crypto
Enables AI-powered 1688 wholesale sourcing with intelligent product search, pri…
— ○ ⏳ — N/A N/A — — —
54444
FBlake28
A custom MCP server that cleans up raw notes into properly formatted, cross-lin…
— ○ ⏳ — N/A N/A — — —
54445
figfhgfgg
Enables Claude AI to automatically audit AWS cloud resource configurations, dia…
— ○ ⏳ — N/A N/A — — —
54446
Sagargupta16
A personal AI memory hub that stores and retrieves personal data from any MCP-e…
— ○ ⏳ — N/A N/A — — —
54447
linhanhan227
A Python-based MCP server for file operations, web search with fallback, and ta…
— ○ ⏳ — — — — — —
54448
doominkim
Fetches and searches structured JSON feeds from 7 tech sources including GeekNe…
— ○ ⏳ — — — — — —
54449
N1KH1LT0X1N
An AI-powered freelance platform aggregator that helps users find gigs, generat…
— ○ ⏳ — — — — — —
54450
hieutv-dng
Enables Claude AI and other MCP clients to interact with Jira Server/Data Cente…
— ○ ⏳ — — — — — —
Showing 54401–54450 of 69153 servers