MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29266
Scored
2095
Verified
16952
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37301
jun7680
Enables AI agents to manage Kakao Moment advertisements (Kakao's advertising pl…
N/A N/A
37302
axel-belfort
Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and g…
81
37303
mikegaruccio
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
N/A N/A 95
37304
asmaaziry19
test Claim
N/A N/A 95
37305
antonybudianto
web-pixel3 Claim
N/A N/A 95
37306
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
N/A N/A 95
37307
clauxel
Playwright selector risk checks with healing suggestions and receipts.
37308
davidahirshberg
ama-mcp Claim 1
An MCP server that coordinates multiple Claude Code sessions through kitty term…
N/A N/A 95
37309
taniwhaai
arai Claim
Policy enforcement for AI coding agents derived from existing instruction files…
N/A N/A
37310
CKINGKEIZER
An MCP server that automates extraction of structured financial data from inves…
N/A N/A 95
37311
dan94k
Utilitários para desenvolvedores brasileiros — CPF, CNPJ, CEP, telefone, moeda,…
N/A N/A
37312
InnerAura
hyperweave Claim
HyperWeave gives agents a visual output surface: structured data in, branded SV…
37313
nexiantechnology697531971
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
37314
NARAVINDR321
Enables LLMs to retrieve, analyze, and visualize stock prices and financial rep…
81
37315
IacopoB
An experimental MCP server that enables interaction with Google Analytics APIs,…
81
37316
prmail
WellPulse MCP is a privacy-first AI layer that transforms wellbeing data into r…
81
37317
bradsjm
A TypeScript MCP server that enables LLMs to send outbound emails via SMTP with…
81
37318
ma-za-kpe
voice-sphere Claim
N/A N/A 95
37319
seonwookim92
Enables AI assistants to navigate and populate complex ontologies by transformi…
N/A N/A 95
37320
18089280501
yubin1230 Claim
N/A N/A 95
37321
cluster3115
A minimal Model Context Protocol (MCP) server that fetches the current Ethereum…
81
37322
dgtalquantumleap-ai
WhatsApp booking, staff coordination, and invoice recovery for services.
N/A N/A 81
37323
sachicali
Provide advanced YouTube data extraction and analysis capabilities including mu…
N/A N/A 95
37324
chaodonghu
Summarizes Slack activity and GitLab merge requests with OpenAI to help generat…
N/A N/A
37325
easyreg
EasyReg is a UK private number plate search and transfer service. This MCP serv…
81
37326
Lightning-Products
, Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
N/A N/A 95
37327
coreyjwang
FinDataMCP Claim 1
An MCP server that enables Claude Desktop to access and analyze financial data …
N/A N/A 95
37328
patrickomatik
mcp-bash Claim
Enables execution of bash commands via MCP, allowing clients to run shell comma…
N/A N/A
37329
MickeyDB
Enables management of Cobalt Strike red team operations through natural languag…
81
37330
CSOAI-ORG
job-description-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37331 N/A N/A 95
37332
Switchboard666
Enables AI assistants to interact with HaloPSA data through secure OAuth2 authe…
81
37333
VLab-Software
MCP server and EasyEDA Pro extension bridge for live project assistance.
N/A N/A
37334
rmoskwa
An AI-powered server that helps users understand Pulseq code and MRI physics pr…
N/A N/A 95
37335
automatalabs
Playwright Claim 1
A Model Context Protocol server providing browser automation capabilities using…
N/A N/A 95
37336
lemmaoracle
mcp Claim
Query ZK-verified attributes, selective disclosure, and on-chain provenance fro…
37337
pineapple-farm
Track download history for 70,000+ agent skills. Search and get daily snapshots.
37338
yushuqiu1
Recommend a song, generate a greeting message, or help you add some numbers
N/A N/A 95
37339
DrewDawson2027
Recast MCP Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
N/A N/A 95
37340
shreyyzsh
Integrates the US National Weather Service API with Claude Desktop to provide r…
81
37341
Sufian73
Generate random numbers and recall the last one to test stateful workflows. Acc…
N/A N/A 95
37342 N/A N/A 95
37343
quizlar
Quizlar Claim
Voice-led, FSRS-scheduled flashcards from YouTube, PDFs, web, or text. Auto-gra…
N/A N/A
37344
coinexcom
An MCP server for interacting with the CoinEx cryptocurrency exchange, enabling…
37345
pinkpixel-dev
LLMSTXT-MCP Server Claim
MCP server that allows AI agents to fetch and process llms.txt documentation fr…
81
37346
RamyaChinnadurai
Linkedmash Claim
Enable AI assistants to manage LinkedIn bookmarks with advanced filtering, sear…
81
37347
Rexi-sh
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
81
37348
rajanrengasamy
vidlens-mcp Claim
YouTube intelligence layer for AI agents. 41 tools across 10 modules ; search, …
75
37349
Adi-204
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
N/A N/A
37350
rdone4425
An MCP server enabling AI assistants to store, retrieve, and manage contextual …
N/A N/A 95
Showing 37301–37350 of 41157 servers
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