MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45601
petri-net-sim
Enables natural language conversion of production and queueing systems into Pet…
45602
G-Core
Enables interaction with Gcore Cloud API via LLM assistants, providing tools fo…
45603
inael
Enables autonomous agent-to-agent communication between Claude Code instances u…
N/A N/A
45604
elimyliu
An MCP server that enables AI clients to execute shell, Python, and Node comman…
N/A N/A
45605
digital-mountaineers
gtfs-pro-mcp Claim
MCP server that provides tools for querying live transit data (stops, departure…
45606
mjmirza
hetzner-mcp Claim
Manage your entire Hetzner platform from any AI assistant. Cloud servers, netwo…
45607
NautilusOSS
AssetMCP Claim
Provides normalized reads and unsigned transaction payloads for ASA, ARC-200, a…
45608
T0UGH
Enables searching and retrieving content from Lark (Feishu) documents via MCP t…
N/A N/A
45609
appendixhealth
Appendix Claim
Physician-reviewed medical opinions and prescriptions for AI agents.
45610
shivamprasad1001
Enables AI assistants to track and manage expenses, including adding, viewing, …
N/A N/A
45611
enki-run
buddy Claim
Agent-first knowledge graph MCP server that provides 25 tools for managing a kn…
N/A N/A
45612
vengat-0100
cms-mcp-hub Claim
A universal connector hub that proxies Claude.ai tool calls to any CMS that run…
45613
wasintoh
Operate your LINE Official Account from any AI agent through natural language.
45614
FallDownTheSystem
Enables Claude to chat with various AI models and obtain multi-model consensus …
45615
cyanheads
Crypto market data via CoinGecko — prices, markets, history, trending, and deep…
N/A N/A
45616
MacromNex
Enables protein structure prediction using the Chai-1 model via Docker, with to…
N/A N/A
45617
candenizkocak
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
45618
medtekki
Witnessed Claim
Verifiable action receipts for AI agents — agents sign claims locally, an indep…
45619
Hanzhi0807
A no-server MCP toolkit that organizes project wikis from Feishu documents, mes…
N/A N/A
45620
Psilolouben
Yazio MCP Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
45621
truxt-ai
Enables LLMs to access Jenkins job data, trigger builds, and manage Jenkins tas…
45622
guhcostan
figmind Claim
MCP server that connects AI clients to Figma, enabling real-time reading, creat…
N/A N/A
45623
doohinkus
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
N/A N/A
45624
speedy133
Enables sending emails, drafting emails, and appending text to Google Docs via …
45625
aardappvark
Gridscoot Claim
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (…
45626
aneesh-a7
linkedin-mcp Claim
A personal-use remote MCP server that lets you post to LinkedIn, queue/schedule…
45627
Shared AI + user PowerShell session on Windows - execute commands, run scripts,…
N/A N/A 81
45628
DimitrisPasakaleris
gmail-mcp Claim
An MCP server that lets Claude read, search, send, label, and manage your Gmail…
45629
Vangardo
MCP Hub Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
45630
cloudflare
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
81
45631
CSOAI-ORG
password-ai-mcp MCP server by MEOK AI Labs
N/A N/A
45632
youssof20
godot-mcp Claim
A TypeScript MCP server bridging MCP clients to Godot 4 editor, enabling scene,…
N/A N/A
45633
8DX-io
Exposes 8DX DEX aggregator REST endpoints as tools for AI agents, enabling toke…
45634
gaudiolab-mcp
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
45635
arikanatakan
Validated project scheduling and earned value computations for AI agents, expos…
45636
mariow
Provides aviation weather briefings including METARs, TAFs, PIREPs, SIGMETs, an…
45637
mrkooblu
Semrush MCP Claim
MCP server & CLI for keyword research, domain analytics, backlinks, traffic ana…
N/A N/A
45638
rajfirke
MCP server for Sumo Logic — 37 tools for searching logs, managing monitors, ale…
45639
AdityaRapid
Manage Strapi content and media from one place. Browse content types and compon…
N/A N/A 95
45640
holger1411
An unofficial MCP (Model Context Protocol) server that exposes a Vaillant heat …
45641
guillermolg00
A read-only MongoDB MCP server designed for serverless deployment on Vercel, pr…
N/A N/A
45642
shigeki7777
Provides a remote MCP server with tools like guild_feed and join_guild for AI a…
45643
davevwatkins
MA local gov meetings, transcripts, articles, bylaws, calendars for 351 towns.
45644
M-Kampmann
Enables comprehensive Trello integration via MCP, supporting boards, lists, car…
N/A N/A
45645
aplaceforallmystuff
Spain AI Kit Claim
A collection of MCP servers that connect AI assistants to Spanish open governme…
N/A N/A
45646
kimasplund
mcp-pypi Claim
A security-focused MCP server that enables AI assistants to search PyPI package…
45647
offquestxo
groundcheck Claim
An MCP server that lets any AI agent evaluate RAG outputs -- faithfulness scori…
N/A N/A
45648
token-metrics
Token Metrics MCP Server
81
45649 N/A N/A 95
45650
itamos-technologia
A modular MCP server that lets you add tools by dropping JavaScript files into …
N/A N/A
Showing 45601–45650 of 66518 servers
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