MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51701
kurrent-io
Provides tools to read and write events, list streams, and create, test, and de…
51702
amir89hamzah
Provides MCP tools for web page scanning, data extraction, local storage, markd…
N/A N/A
51703
ChaseWNorton
Production-grade MCP server for the Shopify Admin GraphQL API, exposing typed t…
N/A N/A
51704
MonadWorks
pay-mcp Claim
An MCP server for USDC payments on Base, enabling AI agents to check balances, …
51705
falegria86
Connects Zoho Projects with Claude AI to manage projects, tasks, time tracking,…
N/A N/A
51706
ChrisLochhead
Enables Claude to manage Trello boards, lists, cards, labels, and checklists vi…
51707
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
51708
spp417833515
Cross-platform remote debugging agent with MCP support for launching processes,…
51709
troelskn
swehockey Claim
Enables AI assistants to look up Swedish ice-hockey data from stats.swehockey.s…
51710
Moodswing9
Exposes Dell EMC PowerProtect Data Manager and NetWorker backup infrastructure …
51711
karnavals
karnavals Claim
N/A N/A 95
51712
pratikjadhav2726
Enables dynamic UI template generation through natural language using Model Con…
51713
Lukeknow0
Enables AI agents to interact with the Casper blockchain through MCP tools for …
51714
spider-rs
MCP server for the Spider web crawling and scraping API, enabling AI agents to …
51715
JohnnytheShark
spiker-mcp Claim
An MCP server that brings the Ikejime philosophy to coding, helping eliminate t…
N/A N/A
51716
exomind-team
Unifies MiniMax's multimodal generation, web search, image understanding, audio…
51717
nickthelegend
molfi-mcp Claim
Enables LLM agents to trade private prediction markets on HashKey Chain, includ…
51718
rubensgomes
An MCP server that exposes 16 calculator operations as tools, enabling arithmet…
51719
SunCreation
MCP server for Google Docs, Sheets & Drive with full formatting support.
N/A N/A
51720
thenets
ghost-mcp Claim
Enables interaction with Ghost CMS sites through both Content (read-only) and A…
N/A N/A
51721
idowebid
Enables to interact with the Bing Webmaster Tools API for managing sites, URLs,…
N/A N/A
51722
aaronckj
mcp-nettools Claim
MCP server for network diagnostics providing tools like ping, DNS lookup, port …
51723
DhautarChor
blender-mcp Claim
Connects Blender to Claude AI via the Model Context Protocol, enabling natural …
51724
Oldgeezersoftwood21
Hosts local MCP servers on Windows, enabling connection of local AI models (lik…
N/A N/A
51725 N/A N/A 95
51726
MarioDeFelipe
Production-ready MCP server that enables AI assistants to seamlessly interact w…
51727
OldFamilyRecipe
Preserve grandma's handwritten recipe cards before they're lost. 13 MCP tools t…
51728
beomsu317
papers Claim
N/A N/A 95
51729
hailangx
A Model Context Protocol server for local repository indexing and code understa…
N/A N/A
51730
osanoai
An MCP server that bridges multiple AI clients (Claude, Gemini, Codex, OpenCode…
N/A N/A
51731
charles-adedotun
MCP server that lets Claude Desktop or another MCP client trigger macOS sound a…
N/A N/A
51732
Seey215
Now MCP Claim
Provides time-related tools including current time retrieval, timezone conversi…
51733
MasatoshiSano
mcp-blog Claim
MCP server for blog admin API enabling preview, publish, list, and delete blog …
51734
hooked-so
Enables AI agents to create videos programmatically using the Hooked Video API,…
51735 N/A N/A 95
51736
relaycast
Relay Claim
Facilitate seamless communication between disparate systems or services. Enable…
81
51737
ghdejr11-beep
Enables MCP clients to compute and interpret Korean Four Pillars of Destiny (Sa…
51738
JiayuuWang
A Type 4 OAuth MCP server for the Asana API, enabling AI assistants to manage w…
51739
xtofuub
Enables AI assistants to search and compare live prices from Finnish marketplac…
51740
Tairon-ai
Enables AI assistants to perform Aerodrome Finance DEX operations on Base chain…
51741
nguyennguyenit
sapo-mcp Claim
Model Context Protocol server for Sapo.vn POS & e-commerce platform, providing …
51742
zerolve-io
AI-powered YouTube playlist to flashcards with spaced repetition (SM-2 algorith…
51743
ArthurSrz
Enables graph-powered semantic search over the Grand Débat National dataset, pr…
51744
patronus-ai
Enables running LLM evaluations, experiments, and custom evaluators through a s…
51745
shubhvisputek
Exposes a unified AI interface to MetaTrader 5 over the Model Context Protocol,…
51746
revolutionarybukhari
Enables AI assistants to search and filter youth opportunities such as scholars…
N/A N/A
51747
Jon-Biz
Provides comprehensive financial data and analysis tools using Yahoo Finance, i…
N/A N/A
51748
yundoun
docs-mcp Claim
MCP server + RAG chatbot that makes your MDX documentation searchable by AI ass…
51749
InstaCode
MCP server for iCloud Drive on macOS, enabling Claude to browse, read, search, …
N/A N/A
51750
neo4j-contrib
neo4j-gds Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
Showing 51701–51750 of 66502 servers