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
45551
asashiki
sticker-mcp Claim
Enables AI to send expressive stickers based on conversation context, with a bu…
N/A N/A
45552
SidneyBissoli
MCP server for Brazilian Federal Senate open data (legislative, administrative,…
45553
kings0527
Exposes reverse engineering capabilities via MCP protocol, enabling AI agents t…
N/A N/A
45554
SamuelDudley
ism-mcp Claim
Agent-friendly query layer over the ASD Information Security Manual, served via…
N/A N/A
45555
daniel-lopez-puig
Create, edit, preview, publish, and manage web pages from MCP-capable AI client…
45556
mayrsascha
mcp Claim
Crypto market intelligence: prices, funding rates, narratives, regime, and delt…
45557
sherifButt
Enables AI assistants to access and manage shadcn/ui v4 components, including s…
45558
ThaiTrevor
gold-mcp Claim
MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, …
N/A N/A
45559
Tavaresiqueira
Exposes WHOOP recovery, sleep, strain, and workout metrics to MCP-compatible AI…
N/A N/A
45560
repowise-dev
Repowise Claim
Codebase intelligence for AI coding agents — graph, git history, docs, decision…
N/A N/A
45561
ch1y1z1
Enables sending push notifications via Bark and PushDeer services, supporting m…
45562
NagrajADesai
Enables real-time and historical Indian stock market data retrieval, including …
N/A N/A
45563
zammitt
An MCP server that lets AI assistants look up Disney Lorcana TCG events, stores…
45564
dropbox
Exposes Dropbox Dash search and file metadata via STDIO, enabling users to sear…
45565
asgard-ai-platform
mcp-mayo Claim
MCP server that exposes MAYO Apollo HRM platform's Foundation, Attendance, and …
45566
lionkiii
A Model Context Protocol server that enables AI assistants to research competit…
N/A N/A 95
45567
cyanheads
Control macOS system settings, apps, windows, audio, displays, screenshots, and…
N/A N/A 83
45568
zach-eikenberry
Free, deterministic 530A (Trump Account) projections, verified rules, and searc…
45569
pipeworx-io
mcp-json Claim
Provides tools to validate, format, and query JSON strings via MCP. Enables AI …
45570
404F0X
colab-mcp Claim
Local-first MCP server for controlling Google Colab as a development, shell, fi…
N/A N/A
45571
Loveacup
Enables AI agents to analyze images, extract text, compare images, and analyze …
N/A N/A
45572
org-mobicycle-ee
Manages Cloudflare KV namespaces and automates email processing from ProtonMail…
N/A N/A
45573
hyoseop1231
An AI-powered file management system that integrates with Claude Desktop to pro…
N/A N/A
45574
osa-ora
An MCP server for interacting with an HR database, enabling querying employee d…
45575
NeverEndingCode
Enables read-only interaction with Salesforce orgs through the local sf CLI, pr…
N/A N/A
45576
Lakshan12367
A Model Context Protocol (MCP) server that turns multiple AI coding agents into…
N/A N/A
45577
bragabruno
Enables hybrid document search (BM25 + vector) with Reciprocal Rank Fusion over…
45578
Brightyard
mcp Claim
Coherence MCP — chat with your CRM's AI agent from Claude, Cursor, and Cline.
N/A N/A
45579
yuz0101
mcp-server Claim
Smart LLM routing across every major provider via one OpenAI-shape API.
N/A N/A
45580
Dranos-Bot
Two independent AI models read a GPR, locate or pipe scan and flag the do-not-c…
45581
cappylab
discord-mcp Claim
Exposes the Discord REST API to AI agents via the Model Context Protocol, enabl…
45582
GalenGoodwick
Your AI builds live WebGPU game worlds on cartridge.cafe — guest door, no accou…
N/A N/A
45583
stabem
newsintel Claim
Personalized news intelligence for AI agents — 100+ sources, ranked briefings.
N/A N/A 95
45584
parseapi
parseAPI Claim
Official parseAPI MCP. Place, IP, email, phone, weather, currency lookups.
45585
BlueWaterCorp
RiskModels Claim
Dividend-adjusted US equity total returns, risk decomposition, attribution & ET…
45586
Tonetete
Enables AI assistants to interact with GitLab repositories, manage branches, cr…
N/A N/A
45587
i3T4AN
Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaborat…
81
45588
blocklienterprise
MCP server exposing BuddyBoss REST API contracts grouped by category for activi…
45589
wyre-technology
An MCP server for ConnectWise Manage PSA, enabling management of tickets, proje…
45590
gbgplc
Verify addresses, email addresses, and phone numbers with confidence scores.
45591
AINative-Studio
Persistent cross-session memory for OpenCode and MCP coding agents, powered by …
N/A N/A
45592
axel-belfort
Email finder API for AI agents. Find professional email addresses from a person…
81
45593
belzorash
marketcal Claim
Provides correct trading day and settlement date calculations for multiple exch…
N/A N/A
45594
hoangvantuan
Enables AI agents to automate Facebook Page management including posting, comme…
45595
TradeSystemsNique
Full MCP server for MT5: access trades, logs, compilation, etc..
N/A N/A
45596
masaro-media
A secure MCP server providing read-only tools to interact with Cloudflare, Cool…
45597
kopias
loreto-mcp Claim
Turn any YouTube video, article, PDF, or image into a reusable Claude Code skil…
45598
rcgeorge
ObsidianMCP Claim
Enables Claude to interact with an Obsidian vault via the Local REST API plugin…
N/A N/A
45599
vzhigulin
nullary Claim
Negative results intelligence for drug discovery — query measured failures via …
45600
kennyR859
Provides unified access to OneDrive and SharePoint through Microsoft Graph API,…
81
Showing 45551–45600 of 66518 servers
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