MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33958
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42451
karnavals
karnavals Claim
— ○ ⏳ — N/A N/A — 95 —
42452
lantlos95
wertls Claim
— ○ ⏳ — N/A N/A — 95 —
42453
CarmitHaas
Exposes five tools for querying and analyzing a customer-support dataset, inclu…
— ○ ⏳ — N/A N/A — — —
42454
exe-blue
tools-server Claim
— ○ ⏳ — N/A N/A — 95 —
42455
FlipFlopszzz
coserial Claim
Enables humans and AI agents to collaboratively control serial ports via MCP to…
— ○ ⏳ — N/A N/A — — —
42456
Turik1
Enables configuring Morningstar MIDI foot controllers using natural language, i…
— ○ ⏳ — N/A N/A — — —
42457
rushikeshmore
AdminAgent Claim
AI-powered Shopify Admin via Claude + MCP, enabling full store management throu…
— ○ ⏳ — — — — — —
42458
Callie84
Enables deploying a remote MCP server without authentication on Cloudflare Work…
— ○ ⏳ — — — — — —
42459
Descomplicar-Marketing-e-Tecnologia
Enterprise-grade administration of the WhatSMS platform via MCP, providing 25 s…
— ○ ⏳ — — — — — —
42460
getcustomaise
customaise Claim
Connects AI coding agents to the Customaise Chrome extension, enabling manageme…
— ○ ⏳ — N/A N/A — — —
42461
msyysm1211
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
— ○ ⏳ — N/A N/A — — —
42462
nevilhulspas
An MCP server that integrates with the Perdoo OKR platform, providing tools to …
— ○ ⏳ — — — — — —
42463
NathanEvans1221
Enables Claude to query real-time weather data for any specified location using…
— ○ ⏳ — N/A N/A — — —
42464
vijaypranesh
Autonomous AI agent for Kubernetes triage and infrastructure management using n…
— ○ ⏳ — N/A N/A — — —
42465
LucasTMartins
BelugaMCP Claim
Unified SAP MCP server combining SAP documentation search, ABAP linting, and BT…
— ○ ⏳ — — — — — —
42466
hieutrtr
Automatically crawl and analyze legacy web applications to generate documentati…
— ○ ⏳ — N/A N/A — — —
42467
cindiekinzz-coder
A feature-rich MCP server for Discord, giving AI companions full presence in Di…
— ○ ⏳ — — — — — —
42468
joaovaleri
linkedin-mcp Claim
Enables full control over LinkedIn profiles through browser automation, allowin…
— ○ ⏳ — N/A N/A — — —
42469
YanKe1816
Validates submitted fields against required field names and returns structured …
— ○ ⏳ — — — — — —
42470
radimsem
remindb Claim
An agentic memory database that cuts session tokens by 82–99%. One portable SQL…
— ○ ⏳ — N/A N/A — — —
42471
jzhang17
Enables prospect research through semantic web search, webpage scraping, and ba…
— ○ ⏳ — — — — — —
42472
i3T4AN
Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaborat…
— ○ ⏳ — — — — 81 —
42473
belgrano9
Enables querying SNCF train schedules and stations in France using the official…
— ○ ⏳ — — — — — —
42474
ralfferreira
Enables controlling Behringer WING digital mixers via OSC, supporting fader, mu…
— ○ ⏳ — — — — — —
42475
berry-13
Parses UEFN Verse build diagnostics from UnrealEditorFortnite.log and exposes s…
— ○ ⏳ — N/A N/A — — —
42476
ailenshen
Write your resume in Markdown and export to PDF with AI assistance, using a bui…
— ○ ⏳ — N/A N/A — — —
42477
iflow-mcp
Aggregates MCP tools for remote control, email, system monitoring, and web sear…
— ○ ⏳ — — — — — —
42478
balasriharsha
shieldbot Claim
AI-powered security code review for Claude Code that runs multiple scanners (Co…
— ○ ⏳ — N/A N/A — — —
42479
igrybkov
mcp-hub Claim
A meta-MCP server that acts as a single connection point to lazily spawn and pr…
— ○ ⏳ — N/A N/A — — —
42480
duncaneddy
brahe-mcp Claim
Exposes the astrodynamics capabilities of the Brahe library enabling language m…
— ○ ⏳ — N/A N/A — — —
42481
crisng95
FBEM Claim
An MCP server that enables AI agents to post Reels and Photos to Facebook by ca…
— ○ ⏳ — N/A N/A — — —
42482
phedkvist
Fetches and parses documentation from llms.txt files to enable AI assistants to…
— ○ ⏳ — N/A N/A — — —
42483
capad-xyz
searchts Claim
Enables AI agents to read any URL by using an escalating open-source unlocker t…
— ○ ⏳ — N/A N/A — — —
42484
tuanknguyen
Guides agents through structured workflows with predefined steps, allowing for …
— ○ ⏳ — N/A N/A — — —
42485
sanyo4ever
MCP server for the adm.tools / ukraine.com.ua hosting API, providing tools to m…
— ○ ⏳ — — — — — —
42486
sambaleuk
Captures key development moments, enables multi-agent traceability, provides in…
— ○ ⏳ — N/A N/A — — —
42487
Piotr1215
Enables AI assistants to query, validate, and create vCluster YAML configuratio…
— ○ ⏳ — — — — — —
42488
erikmaday
Provides access to Unusual Whales market data including options flow, dark pool…
— ○ ⏳ — — — — — —
42489
Jmsa
argus Claim
Chrome DevTools Protocol MCP server for browser debugging with tools for consol…
— ○ ⏳ — N/A N/A — — —
42490
hpower2
Enables retrieval of error stack traces by transaction ID from OpenSearch logs,…
— ○ ⏳ — — — — — —
42491
SpunkyBlade
A Model Context Protocol (MCP) server that acts as a manufacturing consultant f…
— ○ ⏳ — N/A N/A — — —
42492
bbssppllvv
Search and retrieve information from Apple's complete developer documentation, …
— ○ ⏳ — — — — — —
42493
Baneado98
MCP server that gates premium features behind a combined x402 (USDC per call) a…
— ○ ⏳ — — — — — —
42494
chetyz
Enables Claude to interact with Salesforce for querying, modifying, and managin…
— ○ ⏳ — N/A N/A — — —
42495
cyanheads
UN FAOSTAT global food & agriculture statistics over a local SQLite mirror, via…
— ○ ⏳ — — — — — —
42496
iflow-mcp
Integrates multiple search APIs (Google Search, Maps, Flights, Hotels) through …
— ○ ⏳ — — — — — —
42497
JeffreyRuder
weather-mcp Claim
Provides current weather information by combining geocoding and weather data AP…
— ○ ⏳ — N/A N/A — — —
42498
mogiyoon
Enables controlling a game character, drawing on a canvas, and running chemistr…
— ○ ⏳ — N/A N/A — — —
42499
samueloladji
Vaultak Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
— ○ ⏳ — — — — 81 —
42500
johangace
Provides sourced, current physical and environmental field-truth (weather, air …
— ○ ⏳ — — — — — —
Showing 42451–42500 of 69343 servers
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