MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37801
damupi
This MCP server provides LLMs with programmatic access to Google Search Console…
37802
dennisonbertram
Integrates with Rotki portfolio tracker to provide portfolio overview, prices, …
N/A N/A
37803
cjLee-cmd
Unified MCP server for converting Markdown to HWPX documents or generating new …
N/A N/A
37804
wellmb
DPLoy Claim
Enables AI agents to deploy applications and manage servers over SSH using natu…
N/A N/A
37805
dearlordylord
Voila.ca groceries MCP for card management, product search and order history an…
37806
geraservicesuk
GeraWitness MCP (placeholder) — human-in-the-loop safety layer for AI agents. L…
N/A N/A 95
37807
haiduongacm
Unifi AP MCP Claim
MCP server for UniFi Network Controller that provides full API coverage for man…
37808
maxvbailey
MCP server exposing the Deliverect Commerce API for voice/AI assistant integrat…
N/A N/A
37809
n2ns
n2n-nexus Claim
A local digital asset hub for multi-AI assistant collaboration, offering real-t…
N/A N/A 95
37810
amancodingrepo
skillgod Claim
An MCP server that automatically injects relevant skills, project memory, and r…
N/A N/A
37811
bonsai
MCP server for collecting and analyzing CLI/web server error logs. Enables watc…
N/A N/A
37812
Sudo-psc
A comprehensive MCP server for integrating with the NINSAÚDE Clinic API, provid…
N/A N/A
37813
lambda-capture
MCP server that enables semantic search over macroeconomic data using the Lambd…
37814
Yukuiii
any-db-mcp Claim
A multi-database MCP server that enables LLMs to safely interact with MySQL, Po…
N/A N/A
37815
10.blaylock.10
project10 Claim
N/A N/A 95
37816
zmofei
Enables browsing Mofei's blog posts, fetching article details, comments, and re…
N/A N/A
37817
nguyenph88
Controls Adobe Premiere Pro via Claude, enabling automated beat-synced editing,…
N/A N/A
37818
Woodrose233
Enables interaction with MySQL databases via HTTP/SSE, allowing SQL query execu…
N/A N/A
37819
ddolmange00
safesign-mcp Claim
Analyzes contracts for safety score and risk assessment, identifying dangerous …
37820
petri-net-sim
Enables natural language conversion of production and queueing systems into Pet…
37821
G-Core
Enables interaction with Gcore Cloud API via LLM assistants, providing tools fo…
37822
inael
Enables autonomous agent-to-agent communication between Claude Code instances u…
N/A N/A
37823
elimyliu
An MCP server that enables AI clients to execute shell, Python, and Node comman…
N/A N/A
37824
digital-mountaineers
gtfs-pro-mcp Claim
MCP server that provides tools for querying live transit data (stops, departure…
37825
mjmirza
hetzner-mcp Claim
Manage your entire Hetzner platform from any AI assistant. Cloud servers, netwo…
37826
NautilusOSS
AssetMCP Claim
Provides normalized reads and unsigned transaction payloads for ASA, ARC-200, a…
37827
T0UGH
Enables searching and retrieving content from Lark (Feishu) documents via MCP t…
N/A N/A
37828
appendixhealth
Appendix Claim
Physician-reviewed medical opinions and prescriptions for AI agents.
37829
shivamprasad1001
Enables AI assistants to track and manage expenses, including adding, viewing, …
N/A N/A
37830
enki-run
buddy Claim
Agent-first knowledge graph MCP server that provides 25 tools for managing a kn…
N/A N/A
37831
vengat-0100
cms-mcp-hub Claim
A universal connector hub that proxies Claude.ai tool calls to any CMS that run…
37832
wasintoh
Operate your LINE Official Account from any AI agent through natural language.
37833
FallDownTheSystem
Enables Claude to chat with various AI models and obtain multi-model consensus …
37834
cyanheads
Crypto market data via CoinGecko — prices, markets, history, trending, and deep…
N/A N/A
37835
MacromNex
Enables protein structure prediction using the Chai-1 model via Docker, with to…
N/A N/A
37836
candenizkocak
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
37837
medtekki
Witnessed Claim
Verifiable action receipts for AI agents — agents sign claims locally, an indep…
37838
Hanzhi0807
A no-server MCP toolkit that organizes project wikis from Feishu documents, mes…
N/A N/A
37839
Psilolouben
Yazio MCP Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
37840
truxt-ai
Enables LLMs to access Jenkins job data, trigger builds, and manage Jenkins tas…
37841
guhcostan
figmind Claim
MCP server that connects AI clients to Figma, enabling real-time reading, creat…
N/A N/A
37842
doohinkus
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
N/A N/A
37843
speedy133
Enables sending emails, drafting emails, and appending text to Google Docs via …
37844
aardappvark
Gridscoot Claim
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (…
37845
aneesh-a7
linkedin-mcp Claim
A personal-use remote MCP server that lets you post to LinkedIn, queue/schedule…
37846
Shared AI + user PowerShell session on Windows - execute commands, run scripts,…
N/A N/A 81
37847
DimitrisPasakaleris
gmail-mcp Claim
An MCP server that lets Claude read, search, send, label, and manage your Gmail…
37848
Vangardo
MCP Hub Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
37849
cloudflare
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
81
37850
CSOAI-ORG
password-ai-mcp MCP server by MEOK AI Labs
N/A N/A
Showing 37801–37850 of 66549 servers
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