MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49101
rapid7
Enables AI-powered analysis of Rapid7 vulnerability and asset data by exporting…
49102
IBM
A Model Context Protocol (MCP) server that provides AI assistants with seamless…
49103
C0inFlips
One MCP server that pairs Binance execution with ChainVector market intelligenc…
49104
agent-dispatch
Enables AI assistants to spawn and manage long-running cloud agents via MCP, of…
49105
heptafox
mcp-sandbox Claim
A public MCP server providing test fixtures for developers and QA, with a singl…
49106
sargonpiraev
Enables AI assistants to manage Habitify habits, journals, moods, and notes thr…
49107
Meh-S-Eze
Provides access to YNAB (You Need A Budget) functionality through the Model Con…
81
49108
zachlikefolio
tunnel-mcp Claim
Enables two Claude agents to communicate directly through an end-to-end encrypt…
N/A N/A
49109
evekeen
Fetches revenue and download data for Apple App Store apps using the Sensor Tow…
49110
adnocad
hady_mcp Claim
N/A N/A 95
49111
mvavassori
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
N/A N/A
49112
asoc-trust
Provides agent certification and trust verification tools for AI agents, enabli…
81
49113
eadm
Enables browsing, retrieving, and downloading meeting recordings and transcript…
N/A N/A
49114
topcoder-platform
Enables interaction with Topcoder challenges through tools that support authent…
49115
ShreyasBidwai
Turns a manager's plain-English goal into a verified, looped, watchable build r…
N/A N/A
49116
andygruening
Enables posting messages to a Slack channel using a bot token, with support for…
49117
biocontext-ai
anndata-mcp Claim
Allows to retrieve information about an AnnData object via MCP using the read_l…
N/A N/A
49118
Michelangelo-Z
Public agentic AI doctrine tools plus authenticated architecture, design, and s…
49119
InfoseekAI
Find the lowest direct and 3P price for your hotel. Contact us for an API key a…
81
49120
datanika-io
datanika-mcp Claim
Read-only-by-default MCP for Datanika: browse data, run dbt transforms, manage …
N/A N/A
49121
promptaholic
Enables AI agents to automate Epiphany booking tasks, including checking availa…
N/A N/A
49122
godson
godson_1232 Claim
N/A N/A 95
49123 N/A N/A 95
49124
xiaobenyang-com
atlas-docs Claim
Discover and browse docs across libraries and frameworks. Search topics, skim h…
N/A N/A 95
49125
won3er
mermaid-mcp Claim
A basic MCP server example with a hello tool, info resource, and assistant prom…
N/A N/A
49126
hoornet
Enables MCP clients to read, search, create, update, and share collaborative do…
49127
cogspro1234
conclave Claim
An MCP server that enables an AI orchestrator to convene a council of other AIs…
N/A N/A
49128
GoVanAI
mem-graph Claim
Graph-relational memory MCP server for persistent LLM memory, featuring wikilin…
N/A N/A
49129
TradingViewBacktestAssistant
tv-pinescript-backtest-mcp exposes a remote MCP endpoint so agents can: run st…
N/A N/A 95
49130
norika1207-lab
mercury-mcp Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
N/A N/A
49131
AndrewEstopinan
Enables AI agents to browse and extract data from any public website via Bright…
49132
1036007003-wq
Enables Twitter/X marketing automation, including tweet search, account analysi…
49133
Riffmax2030-hub
Enables natural language management of MetaTrader 5 accounts, including checkin…
N/A N/A
49134
pubspro
Search PubMed and summarize biomedical literature, designed for AI health agent…
49135
shafeequealipt-dotcom
Enables grounding AI responses in a local document corpus by exposing MCP tools…
N/A N/A
49136
yujeongJeon
caniuse-mcp Claim 1
An MCP server that provides browser compatibility data and web API support info…
N/A N/A 95
49137
RyanJamesStewart
prompt-time Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
N/A N/A
49138
liuwanwan1
CodeBrain Claim
Provides semantic code search and index status for codebases using RAG, enablin…
N/A N/A
49139
alroy
Gong-MCP Claim
Provides tools to access Gong call data, including listing calls, retrieving de…
49140
sjgant80-hub
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
N/A N/A
49141
bgigurtsis
aegis-mcp Claim
Provides AI coding agents with deterministic security requirements, approved pa…
N/A N/A
49142
gracexiaowork
Enables TestRail test management through MCP tools, allowing users to manage pr…
49143
MetaSearch-IO
Provides crypto market intelligence tools, reference resources, and prompt temp…
49144
fullstackdegen
Converts Lighthouse audits into prioritized implementation backlogs with eviden…
N/A N/A
49145
AltriaPendragon49
Provides protein family, domain, and functional annotation using InterProScan, …
49146
@buihongduc132
mcp-chrome Claim
N/A N/A 95
49147
FrankNFT-labs
profile Claim
Read-only MCP server for Frank Poncelet: profile, career, projects, speaking, e…
49148
MCP-Mirror
Enables malware analysis through terminal command execution with specialized to…
N/A N/A 95
49149
rusnetru
MCP server for interacting with Yandex Cloud AI Studio, enabling chat, text gen…
N/A N/A
49150
mikepiechota
Pandough Claim
Flour-first dough plans: yeast, hydration, schedule from flour you own. No API …
Showing 49101–49150 of 67226 servers
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