MCP Server Quality Scores

Independent quality analysis of 33593 public MCP servers

33593
Discovered
27587
Scored
1867
Verified
16957
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30051
MCPAgents
Facilitates interaction and context sharing between AI models using the standar…
N/A N/A 95
30052
gaspareduard
Omada-mcp Claim
Security-first MCP server for TP-Link Omada, with a stdio-first runtime, capabi…
N/A N/A
30053
blokpardi
A deployable server on Cloudflare Workers that provides Model Context Protocol …
N/A N/A 95
30054
EDKarlsson
locus Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
N/A N/A 95
30055
mrslbt
rippr-mcp Claim
Extract YouTube transcripts for AI agents. Clean text or timestamped segments.
N/A N/A
30056
kvmaker
discord-mcp Claim
N/A N/A 95
30057
aixsignal
mcp-server1 Claim
N/A N/A 95
30058
liuyixin-louis
Anki MCP Claim
Enables AI assistants like Claude to interact with Anki flashcard decks through…
N/A N/A 95
30059
yeick010
DeFi tools for AI agents on Base. Live Uniswap V3 prices (slot0), on-chain agen…
81
30060
VrtxOmega
Ollama-Omega Claim
Official Ollama MCP Server. Exposes ollama_chat, ollama_generate, ollama_pull_m…
N/A N/A
30061
pma1999
boe Claim
Search, read, and analyze consolidated Spanish legislation from the Boletín Ofi…
N/A N/A 95
30062
MWGMorningwood
An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge …
81
30063
relaycast
Relay Claim
Facilitate seamless communication between disparate systems or services. Enable…
81
30064
AlejandroLaraPolanco
Enables AI assistants to interact with Odoo ERP systems through natural languag…
81
30065
hobiecunningham
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
81
30066 N/A N/A 95
30067
Synaptikal
Chronos MCP Claim
Provides Claude with persistent local memory and a structured knowledge graph f…
N/A N/A
30068
marcelobrake
Enables Claude Desktop to interact with 57 AWS services using over 200 tools an…
N/A N/A
30069
praveen030686
Yantrix MCP Claim
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
81
30070
retailbox-automation
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
N/A N/A 95
30071
contrastcyber
ContrastAPI Claim
Security intelligence MCP server for AI agents. 33 tools covering domain recon,…
81
30072
protae5544
nextjsui9 Claim
N/A N/A
30073
sipyourdrink-ltd
Orchestrates multiple AI coding agents declaratively to automate software devel…
N/A N/A
30074
VertaaUX
vertaaux-mcp Claim
MCP server for VertaaUX.ai — run UX & accessibility audits, generate fixes, and…
30075
dealhub-admin Claim 1
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
N/A N/A 81
30076
easyweek
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
81
30077
aigodot
Control and automate Unreal Engine workflows using natural language commands th…
N/A N/A 95
30078
wave-av
Exposes WAVE streaming APIs as tools for AI assistants to manage live streams, …
30079
nerdydata
mcp Claim
Search websites by source code, technology stack, analyze domains, and download…
N/A N/A 83
30080
moejeaux
nexflow-smf Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
N/A N/A 83
30081
joaopedro17
qa-mcp Claim 1
An MCP server that enables Claude to create and manage TestRail test cases dire…
81
30082
dreamlaunchersin
DREAM LAUNCHERS INTERIORS PRIVATE LIMITED
N/A N/A 95
30083
ry-ops
Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
81
30084
Replicant-Partners
Enables AI-powered web data extraction and research through Firecrawl's Agent A…
81
30085
nima
axint Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
81
30086
pbudzik
memnode Claim
Persistent, inspectable memory for AI agents via hosted MCP and API, with linea…
81
30087
lmsorry
ohmysmithery Claim
Generate friendly greetings on demand. Toggle pirate mode to add swashbuckling …
N/A N/A
30088
zjl13031-byte
prection Claim
N/A N/A 95
30089
guillaumecruz
Domain Intel Claim
Analyze website technology stacks, SEO performance, and hosting infrastructure.…
81
30090
baptitse-jn
shelf-mcp Claim
N/A N/A 95
30091 N/A N/A 95
30092
amcharrett-6als
qualitycoach Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
81
30093 N/A N/A 95
30094 N/A N/A 95
30095
janwilmake
x-crm-mcp Claim
N/A N/A 95
30096
jabberwock
blend-ai Claim 1
An MCP server that enables AI assistants to control Blender through 108 special…
N/A N/A 95
30097 N/A N/A 95
30098
devd3vil
mcpserver1 Claim
N/A N/A
30099
pickstar-2002
Enables extracting screenshots from video files at specific timestamps or inter…
N/A N/A 95
30100
Vannelier
Validates email addresses and URLs in real time using actual DNS, HTTP, and DNS…
81
Showing 30051–30100 of 33593 servers
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