MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34451
rezapex
Enables interaction with Shopify store data via GraphQL API, providing tools fo…
81
34452
Arjein
Enables LLM agents to interact with Polymarket prediction markets, including ma…
N/A N/A
34453
yeodh10
Provides security tools (prompt injection detection, CVE lookup, version impact…
N/A N/A
34454
Maheidem
Integrates with Claude to enable LinkedIn post creation, profile optimization, …
N/A N/A
34455
duncaneddy
brahe-mcp Claim
Exposes the astrodynamics capabilities of the Brahe library enabling language m…
N/A N/A
34456
Operamatix
A safety-gated MCP server for Zoho Books that enables AI agents to perform gene…
34457
MiguelMartinezCV
Extends AI agents with tools to manage agents, query datastores, and handle CRM…
34458
ioTus
A production-ready MCP bridge server connecting Claude Chat to any GitHub repos…
34459
matemiro
Provides web search capabilities using the Tavily API, enabling AI models to se…
34460
lacausecrypto
Exposes macOS system controls and Apple apps as structured tools for Claude, en…
N/A N/A
34461
SecurityRonin
Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…
34462
stackJx
Reads Modao read-only prototype links and exports a directory of page screensho…
34463
ZZZ034
Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, et…
34464
miqui
yelp-mcp-min Claim
Minimal MCP server for the Yelp Fusion API v3, enabling business search, phone …
34465
junter1989k-ai
Malta payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
34466
silen4-zg
MCP server for SYMONE — search motorcycle transport routes in France. Paris↔Mar…
34467
jhamman
fathom-mcp Claim
Provides AI assistants access to Fathom meeting recordings, summaries, and tran…
N/A N/A
34468
Leon-Sander
Searches Reddit for answers to questions and saves Q&A sessions to Notion.
N/A N/A 95
34469
mrlemongrass
A Model Context Protocol (MCP) server that connects your AI agents (like Codex,…
81
34470
AiAgentKarl
Enables AI agents to create, compare, and track purchases with structured buyin…
N/A N/A
34471
duzidavid
MCP server that turns the Czech business register (ARES) into an interactive fo…
34472
yazeedbesher12
A local Python MCP server that creates a GitHub issue, Notion task page, and Go…
34473
kruschdev
An advanced MCP server for reflective chain-of-thought with Semantic Plausibili…
34474
UK Food Standards Agency + EU Reg 178/2002 + HACCP + allergen labelling complia…
N/A N/A 81
34475
brianpelow
MCP server wrapping Backstage — query service catalog, fetch TechDocs, and scaf…
34476
signalclaude
Interagent Claim
An MCP server that enables multiple Claude Code agents to communicate, share me…
N/A N/A
34477
jinikeai
Connects Claude to email, calendar, and tasks via Jinike AI, enabling inbox rea…
N/A N/A
34478
hidetaka-cci
A CircleCI MCP server specialized in config review, providing tools for fetchin…
34479
bhasinagam
CodeContext Claim
Enables AI coding assistants to automatically detect and inject team-specific c…
N/A N/A
34480
OurThinkTank
FoundersOS Claim
Give your AI the full context of how your business runs: CRM, finances, tasks, …
34481
projectcues
Pro Se Engine is an MCP server that provides 39 legal research tools across 6 g…
34482
trypeggy
Enables searching and analyzing Facebook's public ads library to see what compa…
81
34483
acoyfellow
Deploys an open-source integration layer for AI agents (Executor) to Cloudflare…
34484
AaronVick
echorift-mcp Claim 1
MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switch…
N/A N/A 75
34485
rakesh1308
Enables AI assistants to publish, update, and manage Hashnode blog articles, wi…
N/A N/A
34486
dkships
MCP server for Substack's official Publisher API that enables querying post ana…
34487
@nera0875
ssh-mcp Claim
N/A N/A 95
34488
satviksinha
MCP server for executing code in various languages via the Codaveri API.
34489
ghensley
Provides circuit simulation capabilities via MCP, enabling creation, simulation…
N/A N/A
34490
HJH0924
A simple notes system that allows creating, storing, and accessing text notes t…
N/A N/A 95
34491
subzeroid
MCP server for DataLikers — 29 hand-built tools for Instagram & TikTok data: us…
34492
sutanzu
agent-mcp Claim
Enables collaborative software development through a team of specialized AI age…
N/A N/A
34493
chayan-1906
FS-MCP Claim
Provides Claude with complete file system integration including directory manag…
N/A N/A
34494
janmalmstrom
lupaph-mcp Claim
Philippine real estate data for AI agents — search verified listings, calculate…
34495
HefnySco
Task Orchestrator MCP is a task orchestration server that helps AI agents execu…
N/A N/A
34496
elliot-evno
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
34497
a48zhang
luogu-mcp Claim
Fetches and structures programming problem data from Luogu, enabling AI tools t…
N/A N/A
34498
HezLUO
agent-delegate is an MCP-first delegation advisor for coding agents. It helps a…
N/A N/A
34499
hildersantos
Enables reading, writing, and manipulation of Bike outlines on macOS through na…
N/A N/A 95
34500
mikeheilmann1024
Enables advanced HubSpot CRM operations including unlimited record extraction, …
N/A N/A
Showing 34451–34500 of 64698 servers
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