MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57601
idyll
shortcut-mcp Claim
MCP server for interacting with Shortcut (project management) directly from Cla…
57602
hkopenai
Provides access to Hong Kong registered electors data from the Registration and…
57603
ackey-web
Enables autonomous AI agents to conduct non-custodial commerce using JPYC stabl…
N/A N/A
57604
aigen
AI agent economy. Earn AIGEN tokens by completing tasks, building tools, creati…
N/A N/A 95
57605
jacobpixleratgather
A Model Context Protocol server for Bitbucket Cloud that lets agents read pull …
57606
CASParser
Enables AI assistants to interact with the Cas Parser REST API for parsing CAS …
57607
tpinzzz
A neuro-symbolic agent that turns cryptic CP-SAT INFEASIBLE errors into plain-E…
57608
zernio
Zernio Claim
Social APIs for developers and AI agents. Schedule posts, track analytics, answ…
N/A N/A 95
57609
luminarylane
Provides deterministic design style recommendations and structured tokens for A…
N/A N/A
57610
TarasKhust
MCP server for Jira and Confluence integration with 32 tools for managing ticke…
57611
isaaccorley
A Python MCP server that provides unified access to satellite and geospatial da…
57612
ralphtorres736-eng
A headless, API-first MCP server that transforms unstructured creative portfoli…
57613
decagondev
MCP Factory Claim
An extensible Model Context Protocol server framework with a plugin architectur…
57614
Artemida1609
A minimal Model Context Protocol (MCP) service for integration with external pl…
N/A N/A
57615
Frank-ay
mimo-mcp Claim
Enables Claude Code and Codex to directly invoke Xiaomi MiMo's full-modal capab…
N/A N/A
57616
DexMachina-Design
Model Context Protocol server that bridges design and development, giving AI as…
57617
biancaroh-design
Enables entity extraction from conversations using Claude AI, with tools to rec…
N/A N/A
57618
hostman-cloud
Enables deploying applications to Hostman, creating VPCs, databases, and floati…
57619
Anselmoo
An MCP server that performs comprehensive Python code analysis using Ruff, ty, …
57620
sac2665
A read-only MCP server for the Apex Rides API, deployed as a Cloudflare Worker,…
57621
PierfrancescoLijoi
mcp-brain Claim
A Model Context Protocol server that gives Claude Code persistent, structured a…
N/A N/A
57622
kajolchawla98
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
N/A N/A
57623
ehsanshahmoradi7276
esiomai Claim
N/A N/A 95
57624
theagenttimes
UCP Gateway Claim
AI Shopping tools for product search, comparison, and safe checkout Commerce G…
57625
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
57626
Piotr1215
Enables AI assistants to query, validate, and create vCluster YAML configuratio…
57627
Ilm-Alan
claude-tmux Claim
MCP server for orchestrating multiple Claude Code instances via tmux, enabling …
N/A N/A
57628
jonradoff
Enables reviewing and managing AI research paper candidates from arXiv, Semanti…
N/A N/A
57629
LucMacPaquet
Enables MCP clients like Kiro and Claude to access current weather conditions a…
57630
realMNohgee
RepCheck Claim
Trust & reputation infrastructure for AI agents. Two tools: verify_agent return…
N/A N/A
57631
CormickKneey
Provides tools to fetch web content in HTML, JSON, text, or Markdown formats vi…
N/A N/A
57632
whysosaket
Enables memory storage and retrieval using Mem0, allowing users to store contex…
57633
temurkhan13
Safe-upgrade advisor for OpenClaw. Detects current version, checks the deployme…
N/A N/A
57634
superyw123
teste Claim
N/A N/A 95
57635
zqeast
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
57636
pipeworx-io
Provides tools to search and query open geospatial datasets from the City of Ro…
57637
NeveuGregor
mcp-obsidian Claim
A filesystem-based MCP server for Obsidian vaults that enables LLMs to browse, …
N/A N/A
57638
nami2111
Manage satellites, hosting, serverless functions, changes and more through any …
N/A N/A
57639
droid-Q
MCP server adapter that exposes A-share stock data tools, prompts, and resource…
N/A N/A
57640
jason07289
gitlab-mcp Claim
A FastMCP server for GitLab 16.x that enables project, MR, pipeline, and commit…
57641
bangrobe
Provides web content extraction, search, embedding, and reranking tools via Jin…
57642
stophe013
Connects AI assistants like Cursor or Claude Desktop to WordPress sites via the…
N/A N/A
57643
rinaldofesta
Enables querying Google Analytics 4 data using natural language through MCP cli…
N/A N/A
57644
wlagyorgy
MEK MCP Claim
MCP server to access the Hungarian Electronic Library (MEK) search engines, ena…
57645
kintone
Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
57646
MCP-Mirror
Enables searching across multiple search engines (Google, Bing, YouTube, DuckDu…
81
57647
NmediaCloud
Enables AI assistants to search and embed watermarked previews of 18,000+ royal…
57648
Artemnikov
trello-mcp Claim
Enables AI assistants to manage Trello boards, lists, cards, comments, checklis…
57649
ciaraadkins
Enables AI assistants to integrate Amplitude analytics for tracking events, pag…
57650
matr1xp
A production-ready MCP server for UberEats automation, featuring Redis-backed s…
N/A N/A
Showing 57601–57650 of 66495 servers