MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26101
sugarbug
Sugarbug Claim
Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
N/A N/A 95
26102
meal-inc
bonnard-cli Claim
Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be l…
81
26103
Company intelligence MCP server with 11 tools and 10 free data sources.
26104
xcool2046
dountdown Claim
N/A N/A 95
26105
Auxin-io
Provision demo user identities to test and prototype workflows securely. Explor…
N/A N/A 95
26106
drewbloom
Enables users to search and fetch NetDocuments files through OAuth authenticati…
81
26107
jeffmetricas
Enables WhatsApp automation through MCP protocol, allowing users to manage sess…
N/A N/A 95
26108
khawjaahmad
Enables AI coding assistants to control and inspect a live Chrome browser for a…
81
26109
TickerAPI Claim
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
26110
edgarriba
prolink Claim
Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and …
81
26111
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
26112
OverQuotaAI
MCP server implementation for ChatterBox.io, enabling AI agents to send bots to…
81
26113
AI-enthusiasts
Provides AI agents with a comprehensive web intelligence stack including crawli…
81
26114
leadfuze
enrichment Claim
N/A N/A 95
26115
coderdeep11
Overcomes Claude Code's 200k token context limit by implementing persistent lon…
81
26116
mr.slametrivai
slametrivai Claim
N/A N/A 95
26117
ScrapeGraphAI
Scrapegraph Claim
Convert webpages to clean markdown or structured data with minimal effort. Run …
N/A N/A 95
26118
xiaobenyang-com
Organize and recall important context across projects. Save key details, retrie…
N/A N/A 95
26119
tulovec96
Enables AI agents to interact with and control Roblox Studio instances in real-…
N/A N/A 95
26120
devbifta
Provides AI agents with instant access to official Apple developer documentatio…
81
26121
luowei-tech
asd Claim
N/A N/A 95
26122
clado-ai
Clado Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
N/A N/A 95
26123
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
26124
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
81
26125
annibale-x
mcp-memento Claim
An MCP server that provides persistent memory and context management across ses…
N/A N/A
26126
sergei-tofu-fedorov
Enables interaction with MongoDB databases through the Model Context Protocol. …
81
26127
statwonk
decern Claim 1
MCP server for Decern CRM — contacts, deals, pipelines, tasks, and approvals.
N/A N/A 83
26128
mazah81-gif
Deliver multilingual greetings, perform quick calculations, and generate images…
N/A N/A 95
26129
Marckello
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
81
26130
intake-triage
SteadyFetch Claim
Reliable web fetching MCP server with built-in retry logic, circuit breaker pat…
26131
NORNR
A governance and control layer for MCP tools that manages tool requests as inte…
26132
r3tr056
Enables users to search, track, and analyze procurement data from India's Gover…
26133
TruthStack1
Supplement-drug interaction safety API for AI agents with FDA adverse event dat…
N/A N/A 95
26134
duvomike
Generate time-based one-time passwords for two-factor authentication. Create co…
N/A N/A 95
26135
DonMrMango
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
81
26136
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
26137
mifactory-bot
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
N/A N/A 63
26138
UseJunior
Agent Email Claim
Local email connectivity for AI agents — read, draft, send, and organize Outloo…
N/A N/A
26139
MCPAgents
Facilitates interaction and context sharing between AI models using the standar…
N/A N/A 95
26140
dbtkd1801
chat Claim
N/A N/A 95
26141
duvomike
Double + 5 Claim
Transform numbers by doubling them and adding 5. Get instant results with a cle…
N/A N/A 95
26142
HaD0Yun
gopeak Claim
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DA…
N/A N/A 95
26143
ronanamorim292
A production-grade MCP server that centralizes AI integrations for Appwrite, Su…
81
26144
JajuanX
Provides an AI-queryable directory of Black-owned businesses in South Florida, …
26145
lotdpbc
Word Orb Claim
Trusted language infrastructure for AI agents, robotics, and teaching platforms…
N/A N/A 95
26146
gtrusler
An MCP server utilizing Supabase to provide memory and knowledge graph storage,…
N/A N/A 95
26147
letchupkt
Enables AI assistants to execute penetration testing commands and security tool…
81
26148
WeiYu021
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
81
26149
tac0de
Exposes structured prompt generation tools for refactoring protocol and governa…
81
26150
AlexGHerrera
An MCP server that orchestrates parallel searches for flights, hotels, and acti…
Showing 26101–26150 of 30006 servers
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