MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37851 N/A N/A 95
37852
deficlow
Zipp Claim
Multi-language crypto news with editorial sentiment + importance scoring; cites…
37853
Meh-S-Eze
Provides access to YNAB (You Need A Budget) functionality through the Model Con…
81
37854
andyscott88
agentsafe Claim
Real-time URL trust scoring for AI agents. Blocks phishing and malicious sites.
N/A N/A
37855
sachin-ybis
Six deterministic hydration calculators for LLMs: water intake, dehydration sc…
N/A N/A 95
37856
mikegaruccio
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
N/A N/A 95
37857
VRUSHIL1
A comprehensive integration that allows AI models to interact with Telegram acc…
N/A N/A 95
37858
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
N/A N/A 95
37859
asmaaziry19
test Claim
N/A N/A 95
37860
taniwhaai
arai Claim
Policy enforcement for AI coding agents derived from existing instruction files…
N/A N/A
37861
davidahirshberg
ama-mcp Claim 1
An MCP server that coordinates multiple Claude Code sessions through kitty term…
N/A N/A 95
37862
bradsjm
A TypeScript MCP server that enables LLMs to send outbound emails via SMTP with…
81
37863
IacopoB
An experimental MCP server that enables interaction with Google Analytics APIs,…
81
37864
cluster3115
A minimal Model Context Protocol (MCP) server that fetches the current Ethereum…
81
37865
18089280501
yubin1230 Claim
N/A N/A 95
37866
sachicali
Provide advanced YouTube data extraction and analysis capabilities including mu…
N/A N/A 95
37867
Lightning-Products
, Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
N/A N/A 95
37868
MickeyDB
Enables management of Cobalt Strike red team operations through natural languag…
81
37869 N/A N/A 95
37870
pineapple-farm
Track download history for 70,000+ agent skills. Search and get daily snapshots.
37871
DrewDawson2027
Recast MCP Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
N/A N/A 95
37872
shreyyzsh
Integrates the US National Weather Service API with Claude Desktop to provide r…
81
37873
Nordvei
Nordic energy price intelligence for Norway's 5 bidding zones (NO1-NO5).
N/A N/A 90
37874 N/A N/A 95
37875
rajanrengasamy
vidlens-mcp Claim
YouTube intelligence layer for AI agents. 41 tools across 10 modules ; search, …
75
37876
quizlar
Quizlar Claim
Voice-led, FSRS-scheduled flashcards from YouTube, PDFs, web, or text. Auto-gra…
N/A N/A
37877
MrCartographer
Human-curated crypto signals, altcoin analysis, and airdrop alpha. x402 payment…
N/A N/A 95
37878
vibesecurity
VS29081 Claim
N/A N/A 95
37879
TrackerXXX23
Persistent development memory server that automatically captures and organizes …
N/A N/A 95
37880
kyw1419
cotest Claim
N/A N/A 95
37881
riditaatexos
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
N/A N/A 95
37882
the-dev-kumar
Colab MCP Claim 1
A Model Context Protocol server that enables users to control and interact with…
81
37883
rdanieli
tentra-mcp Claim
AI-native architecture platform for engineering teams. Describe a system in nat…
37884
masonicgit
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
81
37885
clauxel
A paid remote MCP for Skybridge, built to return verdicts, receipts, usage logs…
37886
govind
govind_1234 Claim
N/A N/A 95
37887
Fieldnote-Echo
Provides local-first memory storage and retrieval with automatic embedding, vec…
81
37888
a2395663320
abcd Claim
N/A N/A 95
37889
agents-finance
bank Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
81
37890
Chaixueyuan
Agent-first MCP server for WeChat Mini Program debugging & automation via WeCha…
N/A N/A
37891
hi-k3uy
brag-fast Claim
81
37892
luis.ticas1
vsfclub1 Claim
N/A N/A 95
37893
nicolas
airtable Claim
N/A N/A 95
37894
oh-seok-ju
Say Hello Claim
Send personalized greetings to anyone. Toggle Pirate Mode to speak like a pirat…
N/A N/A 95
37895
Cope-Labs
selvo Claim
Linux CVE prioritisation: 16 MCP tools for scan, fleet, runtime, and PR-able fi…
N/A N/A 95
37896
yannyhl
Melo Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
N/A N/A 95
37897
Arbogram
trust-gate Claim
Merchant trust verification for agentic commerce. Verify any merchant before au…
N/A N/A 83
37898
dewtech-technologies
Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 con…
N/A N/A
37899
stevenayl
A server that provides AI assistants programmatic control of Safari browser on …
N/A N/A 95
37900
CSOAI-ORG
ascii-art-ai-mcp MCP server by MEOK AI Labs
N/A N/A
Showing 37851–37900 of 41157 servers
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