MCP Server Quality Scores

Independent quality analysis of 64126 public MCP servers

64126
Discovered
30355
Scored
2112
Verified
16953
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63951
abenke
Spotify MCP Claim
Enables searching and managing Spotify playlists, tracks, and user information …
N/A N/A
63952
hellowind777
Multi-engine web search and content extraction MCP server with 10 sources, 4-wa…
63953
chienchuanw
GMA2 MCP Claim
An MCP server that lets AI assistants control grandMA2 lighting consoles via Te…
63954
xcdd
MCP server for persistent SSH sessions with tmux integration, port forwarding, …
N/A N/A
63955
jaykim81
Enables reading and sending Naver Works emails (Korean business email service) …
N/A N/A
63956
scavio-ai
Enables real-time search across Google, News, Reddit, YouTube, and Amazon using…
63957
adityapatel143
Enables LLMs to fetch real-time weather data for any city and perform basic ari…
63958
thegobi
ITHZ MCP Claim
Local-first deterministic project memory for AI coding agents, with context pac…
N/A N/A
63959
lordbasilaiassistant-sudo
An MCP server for AI agents to lock, manage, and withdraw LP tokens on Base wit…
N/A N/A
63960
ReclaimerGold
A Model Context Protocol server that scrapes static HTML with BeautifulSoup for…
63961
apoorva183
Exposes a SQLite database to AI assistants with structured, read-safe access. I…
N/A N/A
63962
Prince-1501
Enables reading the last 10 emails from your Gmail inbox via an MCP tool.
N/A N/A
63963
xnetcat
Enables AI assistants to interact with the Pekao banking API for account inform…
N/A N/A
63964
GetBlock-io
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
63965
signal-slot
Enables previewing base64-encoded images in a native GUI window using Slint, wi…
N/A N/A
63966
konan-1947
vision-mcp Claim
An MCP server that gives text-only AI coding CLIs the ability to analyze images…
N/A N/A
63967
elevend0g
cont3xt Claim
Virtual Infinite Context for Agents and LLMs - maintains a continuous rolling c…
N/A N/A
63968
shinichinomura
A Model Context Protocol server for querying Japanese pesticide registration in…
N/A N/A
63969
PongsiriTK
This server enables managing Zimbra emails, contacts, tags, and calendar via th…
63970
zbrooklyn-claude-labs
MCP server for browser automation with shared authentication and built-in UI au…
N/A N/A
63971
pradeexsu
Easel Claim
Local human-in-the-loop MCP server bridging AI agents to Higgsfield's web image…
N/A N/A
63972
ktg-motive
A remote MCP server that provides tools for getting the current time in differe…
N/A N/A
63973
aionathenea-eng
Do Not Act Claim
Fail-closed guard clause for prediction-market agents before trade().
63974
meltingpixelsai
drainbrain Claim
AI-powered Solana token rug pull detection with ML ensemble scoring and honeypo…
N/A N/A 83
63975
unison-labs-ai
backchannel Claim
MCP server for async messaging between AI coding agents, enabling cross-harness…
N/A N/A
63976
criller
A Model Context Protocol (MCP) server for YAPI API Platform integration. Enable…
N/A N/A
63977
LtMarx
Arr-MCP Claim
MCP server to manage your *ARR media stack (Radarr, Sonarr, Lidarr, Readarr, Pr…
63978
vicagbasi
Enables users to analyze, query, and modernize Microsoft SQL Server databases t…
63979
marumemomo
ShipKit Claim
MCP server for shipping iOS apps, enabling screenshots of simulators, managing …
N/A N/A
63980
haverAI
Provides identity, permission, audit, and recall for healthcare AI agents, with…
N/A N/A
63981
RachelHuangZW
postgres-mcp Claim
Exposes PostgreSQL query execution, EXPLAIN, and schema inspection tools to MCP…
63982
ggaabe
postalform Claim
81
63983
rjn32s
osint-mcp Claim
Provides 26 free OSINT tools as MCP tools for AI agents, enabling automated OSI…
N/A N/A
63984
naive000
Safety-first local MCP tool gate with control plane, runtime security, and obse…
N/A N/A
63985
agentveil-protocol
Trust, identity, and reputation infrastructure for AI agents. Register agents w…
63986
hugoheinzson
imap-2-mcp Claim
Enables AI clients to search IMAP mailboxes with live access and a full-text in…
63987
bblietz
brs-mcp Claim
An MCP server that scaffolds runnable Roku channels from a validated AppSpec, z…
N/A N/A
63988
atomixnmc
AI-native video composition and VFX engine that exposes its capabilities as MCP…
N/A N/A
63989
Tensorboyalive
Recalla Claim
Enables AI agents to read and search your Obsidian vault through a local MCP se…
N/A N/A
63990
ryantorno-arch
Enables Claude to read, search, send, label, and trash emails in any Gmail acco…
N/A N/A
63991
skyjoe66
An MCP server that enables Claude Code and Claude Desktop to generate and edit …
N/A N/A
63992
Ultraner
Enables AI agents to interact with the Ultraner API for creating payments, refu…
63993
leologoli
agymcp Claim
Wraps the Antigravity CLI (agy) as an MCP server, enabling Claude Code and othe…
N/A N/A
63994
icey2488
claude-async Claim
A fire-and-poll MCP server that lets Claude Code run long background jobs witho…
N/A N/A
63995
pete-builds
A threat intelligence MCP server for Claude Code that enables lookup of IOCs, t…
N/A N/A
63996
OTSkit
otskit-mcp Claim
Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys requir…
N/A N/A
63997
rreben
Provides Claude with structured access to a Zettelkasten note system, enabling …
N/A N/A
63998
JujiuYey
An MCP server that enables AI assistants to access and manage your local Obsidi…
N/A N/A
63999
msaeedsakib
threadr-mcp Claim
An MCP server that provides AI agents with full Reddit API capabilities includi…
N/A N/A
64000
self-taught-code-tokushima
Enables AI coding assistants to browse Unreal Python API documentation, search …
N/A N/A
Showing 63951–64000 of 64126 servers