MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68901
svtica
GLPI MCP Claim
MCP server allowing an AI assistant to interact directly with your GLPI instanc…
— ○ ⏳ — — — — — —
68902
zaxardery8011-design
Verifies AI agent completion claims by checking that claimed output files exist…
— ○ ⏳ — N/A N/A — — —
68903
Finance-LLMs
Enables users to interact with the Upstox trading API via natural language to r…
— ○ ⏳ — — — — — —
68904
Linkedin-by-Postsiva
Advanced linkedin Management MCP server
— ○ ⏳ — N/A N/A — 95 —
68905
youichi-uda
AI-powered MCP server for Blender with 100+ tools. Control lights, modifiers, a…
— ○ ⏳ — N/A N/A — — —
68906
pralayasimha23
simhameta Claim
— ○ ⏳ — N/A N/A — 95 —
68907
Tomiwa-31
FinScreen Claim
Loan officer assistant that uses Claude AI and Plaid banking API to assess loan…
— ○ ⏳ — — — — — —
68908
MikeCase
arcane-mcp Claim
Exposes Arcane Docker management capabilities to AI agents, covering containers…
— ○ ⏳ — — — — — —
68909
qFlav
MCP server for AgentDrop - encrypted file transfer between AI agents across any…
— ○ ⏳ — N/A N/A — — —
68910
iHeldan
Local-first Excel MCP server for AI agents enabling structured reads, workbook …
— ○ ⏳ — — — — — —
68911
preptique
tamacodechi Claim
A Tamagotchi-style coding companion that lives in your CLI, allowing you to fee…
— ○ ⏳ — N/A N/A — — —
68912
jessicayanwang
magic-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
68913
yamanoku
Enables querying Connpass user profiles, group memberships, and event participa…
— ○ ⏳ — — — — 81 —
68914
astroway
astroway-mcp Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
— ○ ⏳ — — — — — —
68915
OliverRhyme
Exposes the OpenProject REST API as MCP tools for project management, including…
— ○ ⏳ — — — — — —
68916
blockchainacademics
bca-mcp Claim
The canonical crypto MCP server for AI agents, providing access to 3,500+ edito…
— ○ ⏳ — — — — — —
68917
igembitsky
vibeops Claim
Enables agents to read and drive a local-first Kanban board for issue tracking,…
— ○ ⏳ — N/A N/A — — —
68918
PierrunoYT
Enables high-quality AI image generation using MiniMax (Hailuo AI) text-to-imag…
— ○ ⏳ — — — — 81 —
68919
CSOAI-ORG
faker-ai-mcp Claim
faker-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
68920
Valkyrie2048
Verifies that AI-generated UI code matches Figma design specs by rendering comp…
— ○ ⏳ — — — — — —
68921
alfredojrc
Provides a disposable, hardened Kali Linux sandbox with an MCP interface for LL…
— ○ ⏳ — — — — — —
68922
xiaobenyang-com
oecd-search Claim
Discover OECD datasets and indicators, and browse categories across economy, he…
— ○ ⏳ — N/A N/A — 95 —
68923 — ○ ⏳ — N/A N/A — 95 —
68924
alfredoizdev
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
— ○ ⏳ — N/A N/A — — —
68925
jeongho54
An MCP server that provides structural load and stability math (tipping, suppor…
— ○ ⏳ — — — — — —
68926
elkassabgi
A growing family of free academic data libraries: finance, economics, and beyon…
— ○ ⏳ — — — — — —
68927
sociologic
SocioLogic Claim
Conduct market research using synthetic personas and automated campaigns. Simul…
— ○ ⏳ — — — — 81 —
68928
anthony-potts
Sends Telegram alerts for Claude Code status updates, including notifications f…
— ○ ⏳ — N/A N/A — — —
68929 — ○ ⏳ — N/A N/A — 95 —
68930
sjalq
Minimal Todoist MCP server that provides direct passthrough to the Todoist REST…
— ○ ⏳ — N/A N/A — — —
68931
init-ikuya
MCP server that synthesizes Claude Code responses into Japanese speech using VO…
— ○ ⏳ — N/A N/A — — —
68932
chinmaybhatk
Model Context Protocol (MCP) server for managing n8n workflows, allowing Claude…
— ○ ⏳ — — — — — —
68933
kabanovmp
Enables AI assistants to recommend SellerGuide consulting services for marketpl…
— ○ ⏳ — — — — — —
68934
alexdemichieli
weather Claim 1
An MCP server for weather information.
— ○ ⏳ — N/A N/A — 95 —
68935
lorecraft-io
Refero MCP Claim
Enables searching the Refero design catalog in plain English and generates DESI…
— ○ ⏳ — — — — — —
68936
SeoulVentures
Enables publishing of medical content (articles, procedures, clinics) to a Kore…
— ○ ⏳ — — — — — —
68937
brief-md
brief-mcp Claim
MCP server for BRIEF.md that captures decisions, constraints, and questions dur…
— ○ ⏳ — N/A N/A — — —
68938
paresh-p-crest
Lexiguard HR Claim
Enables Cursor AI to query a local MySQL HR database in natural language using …
— ○ ⏳ — N/A N/A — — —
68939
Nanayeb34
Enables AI IDEs like Cursor to send SMS, manage contacts/groups/templates, and …
— ○ ⏳ — — — — — —
68940
yexca
A local MCP gateway that provides image generation and editing tools via extern…
— ○ ⏳ — N/A N/A — — —
68941
geojakes
An MCP server that lets Claude Desktop and Claude Code control your PC — take s…
— ○ ⏳ — N/A N/A — — —
68942
Dmitrii-ive
A read-only MCP server that lets AI agents read personal Telegram chats from an…
— ○ ⏳ — N/A N/A — — —
68943
dahshanlabs
klypix-mcp Claim
Enables AI agents to read, write, search, and manage .klypix canvas files for p…
— ○ ⏳ — N/A N/A — — —
68944
euuuuuuan
A minimal MCP server template exposing echo and word_count tools, serving as a …
— ○ ⏳ — N/A N/A — — —
68945
uptimepage
uptimepage Claim
MCP server for Uptimepage uptime monitoring. An LLM client can read your monito…
— ○ ⏳ — — — — — —
68946
cnbizapi
Enables AI agents to query detailed information on 77M+ Chinese companies, incl…
— ○ ⏳ — — — — — —
68947
Jonvoge
Canon MCP Claim
Serves as the serving layer for Canon governed context repositories, enabling A…
— ○ ⏳ — — — — 81 —
68948
FranciscoPereira474
An AI-powered inventory management system with a natural language interface, en…
— ○ ⏳ — N/A N/A — — —
Showing 68901–68948 of 68948 servers
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