MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 8 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58101
kajolchawla98
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
N/A N/A
58102
PierfrancescoLijoi
mcp-brain Claim
A Model Context Protocol server that gives Claude Code persistent, structured a…
N/A N/A
58103
Anselmoo
An MCP server that performs comprehensive Python code analysis using Ruff, ty, …
58104
hostman-cloud
Enables deploying applications to Hostman, creating VPCs, databases, and floati…
58105
theagenttimes
UCP Gateway Claim
AI Shopping tools for product search, comparison, and safe checkout Commerce G…
58106
ehsanshahmoradi7276
esiomai Claim
N/A N/A 95
58107
sac2665
A read-only MCP server for the Apex Rides API, deployed as a Cloudflare Worker,…
58108
biancaroh-design
Enables entity extraction from conversations using Claude AI, with tools to rec…
N/A N/A
58109
nami2111
Manage satellites, hosting, serverless functions, changes and more through any …
N/A N/A
58110
whysosaket
Enables memory storage and retrieval using Mem0, allowing users to store contex…
58111
realMNohgee
RepCheck Claim
Trust & reputation infrastructure for AI agents. Two tools: verify_agent return…
N/A N/A
58112
Ilm-Alan
claude-tmux Claim
MCP server for orchestrating multiple Claude Code instances via tmux, enabling …
N/A N/A
58113
Piotr1215
Enables AI assistants to query, validate, and create vCluster YAML configuratio…
58114
silver-rain-dev
SK Wwise MCP Claim
A modular suite of MCP servers for Audiokinetic Wwise, enabling AI agents to br…
N/A N/A
58115
CormickKneey
Provides tools to fetch web content in HTML, JSON, text, or Markdown formats vi…
N/A N/A
58116
LucMacPaquet
Enables MCP clients like Kiro and Claude to access current weather conditions a…
58117
temurkhan13
Safe-upgrade advisor for OpenClaw. Detects current version, checks the deployme…
N/A N/A
58118
NeveuGregor
mcp-obsidian Claim
A filesystem-based MCP server for Obsidian vaults that enables LLMs to browse, …
N/A N/A
58119
jonradoff
Enables reviewing and managing AI research paper candidates from arXiv, Semanti…
N/A N/A
58120
superyw123
teste Claim
N/A N/A 95
58121
zqeast
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
58122
pipeworx-io
Provides tools to search and query open geospatial datasets from the City of Ro…
58123
molpass
dangsaju-mcp Claim
Calculates Korean traditional Dangsaju 12 stars based on birth date and time, r…
N/A N/A
58124
hvkshetry
Connects Claude with Microsoft 365 services such as Email, Calendar, Teams, One…
58125
rinaldofesta
Enables querying Google Analytics 4 data using natural language through MCP cli…
N/A N/A
58126
CSOAI-ORG
git-helper-ai-mcp MCP server by MEOK AI Labs
N/A N/A
58127
jason07289
gitlab-mcp Claim
A FastMCP server for GitLab 16.x that enables project, MR, pipeline, and commit…
58128
bangrobe
Provides web content extraction, search, embedding, and reranking tools via Jin…
58129
droid-Q
MCP server adapter that exposes A-share stock data tools, prompts, and resource…
N/A N/A
58130
stophe013
Connects AI assistants like Cursor or Claude Desktop to WordPress sites via the…
N/A N/A
58131
Artemnikov
trello-mcp Claim
Enables AI assistants to manage Trello boards, lists, cards, comments, checklis…
58132
cyanheads
Enables LLMs to read and extract clean, markdown-formatted content from any web…
58133
ciaraadkins
Enables AI assistants to integrate Amplitude analytics for tracking events, pag…
58134
wlagyorgy
MEK MCP Claim
MCP server to access the Hungarian Electronic Library (MEK) search engines, ena…
58135
kintone
Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
58136
matr1xp
A production-ready MCP server for UberEats automation, featuring Redis-backed s…
N/A N/A
58137
MCP-Mirror
Enables searching across multiple search engines (Google, Bing, YouTube, DuckDu…
81
58138
NmediaCloud
Enables AI assistants to search and embed watermarked previews of 18,000+ royal…
58139
sjgant80-hub
MCP server for the foldkit SDK that exposes 7-prime spine, 7 κ-bands, and 6 fol…
58140
UnbearableDev
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
58141
contradictory-body
cc-sensei Claim
Distills Claude Code's 310K LoC source into 32 queryable architecture modules v…
N/A N/A
58142
yeshsurya
Provides AI assistants with comprehensive access to the Anime.js animation libr…
58143
dar-k99
A remote MCP server template for Cloudflare Workers without authentication, sup…
58144
a4file
Provides Korean Sign Language (KSL) data through MCP, enabling search and retri…
58145
sajadghawami
sevdesk-mcp Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
58146
jjjona
jade-memory Claim
Two MCP servers (knowledge base and journal) enabling AI agents to persistently…
N/A N/A
58147
AnuwatThisuka
edgemem Claim
Filesystem-native agent memory for Claude Code, enabling persistent team contex…
58148
Dishant27
Enables programmatic interaction with Medium's content ecosystem for intelligen…
58149
nickbeentjes
Enables AI agents to manage macOS audio routing, device switching, volume contr…
N/A N/A
58150
NanthagopalEswaran
An MCP server exposing calculator, file read, and file write tools for the Gemi…
N/A N/A
Showing 58101–58150 of 66495 servers