MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60501
mihneamanolache
zeppelin-mcp Claim
MCP server that provides AI assistants direct access to the Apache Zeppelin RES…
60502
AvinashBhargav
ab_mcp Claim
A file system MCP server that confines AI assistant file tools to a single fold…
N/A N/A
60503
Joakim-Sael
Enables AI agents to share and use community-contributed browser configs, dynam…
N/A N/A
60504
clauxel
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
60505
memblin
An MCP server for inter-session communication between Claude Code instances. Bu…
60506
mambalabsdev
Build a company list from live hiring data or from US SEC filings mentioning a …
N/A N/A
60507
Retro-Diffusion
Generate authentic pixel art - sprites, animations, and tilesets - from any MCP…
60508
codigoreactivo
Remote MCP server to manage Cloudflare domains, zones, and DNS records via OAut…
60509
torosent
Provides Yahoo Finance data including stock info, historical prices, dividends,…
60510
linggen
linggen-mcp Claim
N/A N/A 95
60511
clauxel
Remote MCP for Antigravity agent run receipt MCP, structured receipts, audit lo…
60512
LaGrowthMachine
Analyze LinkedIn & email outreach campaigns, track pipeline performance, and re…
60513
jagonzalr
knocoph Claim
Transforms TypeScript and JavaScript codebases into a persistent code knowledge…
N/A N/A
60514
automatikstudio
An MCP server that repurposes text or URL content into platform-optimized posts…
81
60515
kujirahand
Enables AI agents to send text messages and images to Discord channels via webh…
60516
OfflineCreatorStudio
Create images and videos with OfflineCreator Studio through OAuth or the npm st…
60517
Lexmata
Enables AI assistants to manage GitHub Projects V2, including items, fields, an…
60518
Creator ROI, video conversion, trends, affiliate, and social commerce intellige…
N/A N/A 81
60519
figuard
figuard-mcp Claim
Pre-flight spend authorization for AI agents. Set a budget, enforce limits, aud…
N/A N/A
60520
cofin
litestar-mcp Claim
A Litestar plugin that automatically exposes marked routes as MCP tools and res…
60521
rozbijbank
Rozbij Bank Claim
Compare personal and business bank accounts, savings, and deposits specifically…
81
60522
kaleckh
AuthProof Claim 1
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
N/A N/A 60
60523
nesirat
A comprehensive system that helps organizations track, manage, and respond to s…
60524
QVerisAI
mcp Claim
Discover, inspect and call ranked external data & tool APIs with unified billin…
N/A N/A
60525
tevinric
Implements a Model Context Protocol server that enables streaming communication…
N/A N/A 95
60526
pipeworx-io
Enables searching and retrieving records from the Europeana digital collection,…
60527
dinglebear-ai
Yarr MCP Claim
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related app…
N/A N/A
60528
pchawla-a6su
DevDrops Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
81
60529
theriz78
MCP server that extracts accessibility tree, design tokens, screenshots, Claude…
N/A N/A
60530
impact-boundary-labs
mcp-boundary Claim
Wraps your existing MCP servers and checks each tool call against policy and li…
N/A N/A
60531
RobertDWhite
freshrss-mcp Claim
Enables AI assistants to read and manage FreshRSS feeds, including listing subs…
60532
trendsmcp
Track concurrent player counts and game momentum for any title on Steam via AI …
60533
onehumanbeing
Enables reading, writing, and deleting JSON values using dot-notation paths, wi…
N/A N/A
60534
vasyl-bilous
An MCP server that scans React and Vue projects, extracts component metadata (p…
N/A N/A
60535
rzgrozt
An MCP server that provides AI-powered image generation, format conversion, and…
N/A N/A
60536
jpace
SkillRepo Claim
A permanent home for publishers. A curated skill library your team installs fro…
N/A N/A 95
60537
zly1203
Peek Claim
Enables AI agents to take screenshots of local web pages and capture user-selec…
N/A N/A
60538
konradbachowski
anchor-debug Claim
Provides structured access to Solana Anchor error data, enabling AI coding agen…
N/A N/A
60539
runapi-ai
MCP server for Ideogram V3 model line enabling image editing, reframing, remixi…
60540
dsbissett
MCP server for Office add-ins via WebView2/CDP. Provides excel.*, page.*, and a…
N/A N/A
60541
dennisonbertram
A comprehensive MCP server for secure Ledger hardware wallet integration with E…
N/A N/A
60542
adeeljames
Transforms job postings into qualified sales leads by searching for active jobs…
N/A N/A
60543
linkeddraft
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
81
60544
taylor224
bell-mcp Claim
A local MCP server that rings a bell through your speakers to provide audible n…
N/A N/A
60545
theMethodolojeeOrg
Enables peer-to-peer asynchronous conversation between Claude.ai and Claude Cod…
N/A N/A 95
60546
nkar123412-hub
Enables AI agents to stake tokens for skill acquisition and verify staking verd…
N/A N/A
60547
OmarArias-Gaguancela
vmd-mcp Claim
Enables control of VMD2 for molecular dynamics analysis through natural languag…
N/A N/A
60548
clipkit-video
clipkit Claim
MCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
60549
marioToribi0
Automatically generates Postman collections from code directories by analyzing …
N/A N/A
60550
lilium360
myBrAIn Claim
MCP server that provides persistent memory and contextual awareness to language…
N/A N/A
Showing 60501–60550 of 66475 servers