MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29604
Scored
2112
Verified
16952
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47451
claudiogarza
Enables semantic search and content retrieval from local Obsidian vaults throug…
N/A N/A 95
47452
abda11ah
our Claim
N/A N/A 95
47453
hesreallyhim
Enables interaction with Proton Pass via CLI operations, including vault and it…
N/A N/A
47454
33jrdd
Enables AI assistants to interact with running Roblox game instances by inspect…
N/A N/A 95
47455
dmarcdkim
mcpv1 Claim
N/A N/A 95
47456
hshintelligence
agent-scrape Claim
Pay-per-call web scraping for AI agents via x402 micropayments on Base. Six too…
47457
OverlayQA
Enables AI coding agents to audit web pages for WCAG accessibility and color-co…
47458
victor-zanardo-wy1b
Consultor de IA e Vendedor Virtual especializado em soluções de tecnologia para…
81
47459
jiashengguo
Enables auto-generated CRUD operations with authentication and authorization fo…
47460
j0hanz
superfetch Claim
Intelligent web content fetcher MCP server that converts HTML to clean, AI-read…
N/A N/A 95
47461
PenTest-duck
Grep.app Search Claim 1
MCP server for https://grep.app
N/A N/A 95
47462
S1LV3RJ1NX
A demo MCP server with streamable HTTP transport and auto tool registry, enabli…
47463
arunveersingh
MCP server that gives AI agents deep code understanding across multiple git rep…
N/A N/A
47464
nico4348
A dual-protocol MCP server that supports both modern Streamable HTTP and legacy…
N/A N/A 95
47465
CSOAI-ORG
Webhook Ai tools for AI agents. Capabilities: validate webhook signature, log w…
N/A N/A
47466
DeDuckProject
Estimates physical quantum resources (qubit count, runtime) for quantum algorit…
47467
Knightwxch
Enables Cursor to access Figma design data via MCP, allowing it to fetch simpli…
47468
kajaril
EU AI Act sovereignty scanning. Provider residency, registration status, audit …
47469
cyanheads
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country p…
47470
yangxinagfeng123
sfc-data-mcp Claim
MCP server that wraps SFC financial data API into 32 tools for comprehensive A-…
47471
cyanheads
NOAA SWPC space weather: storm scales, Kp index, aurora forecasts, solar wind, …
47472
ronier83
Enables secure management of CTERA Portal file systems and administration throu…
81
47473
Hafeok
product-cli Claim
Knowledge graph CLI for managing features, ADRs, and test criteria as MCP-disco…
N/A N/A
47474
RyanByrne
Run UX research from Claude — create card sort studies, list studies, pull head…
47475
jyotsnaagrawal-sys
Access CenterPoint Connect to manage property, construction, and service operat…
N/A N/A 95
47476
sarathsp06
sourcesage Claim
SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes…
N/A N/A 95
47477
datanexusmcp
Provides AI-ready access to US/UK nonprofit data and OSS vulnerability intellig…
47478
AmaanBilwar
A minimal FastMCP server template for quick deployment to Render with streamabl…
81
47479
zooza-dev
MCP server for Zooza — class scheduling, attendance, and booking for activity b…
47480
ChangooLee
MCP OpenDART Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
81
47481
axel-belfort
Historical crypto OHLCV candle data API for AI agents. Daily, 4-hour, and 1-hou…
81
47482
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
47483 N/A N/A 95
47484
PelleNybe
AI-driven command center for local crypto operations, integrating over a dozen …
47485
xdfzx711
Provides multilingual text translation capabilities using Baidu Translate API w…
81
47486
medieage
Query MCP Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
N/A N/A 95
47487
seanshin0214
AI-powered quantitative research assistant with 45 tools for causal inference m…
N/A N/A 95
47488
geraservicesuk
mcp-gerasure Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
N/A N/A 95
47489
juergenkoller-software
nemeton-mcp Claim
MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) …
N/A N/A
47490
jackmmaher
UKDataAPI Claim
UK government data intelligence platform. 14 enriched endpoints with proprietar…
81
47491
SVerITG
Metis Claim
A private, local research "second brain" for Claude: project-aware memory, cite…
N/A N/A
47492
jamesFernando170
MCP server for Loadingplay that exposes its tools via Streamable HTTP, supporti…
47493
Yurzs
MCP server for managing food diary, nutrition tracking, meal planning, and weig…
47494
djanacek
Insurance coverage requirements, gap detection, and risk profiles for US busine…
N/A N/A 95
47495
CSOAI-ORG
mock-server-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47496
masaki39
zotero-mcp Claim
Integrates with Zotero's local API to search, retrieve, read PDFs, and add item…
N/A N/A
47497
sidart10
Connects AI assistants to Submagic's video editing API for creating viral short…
47498
fundfluent-admin
Access a comprehensive suite of tools and resources to help startups and small …
N/A N/A 95
47499
matthewagi
An MCP server that provides 20 tools to control the Unity Editor with natural l…
N/A N/A
47500
hirurg-lybitel
MCP Nexus Claim
Enables universal access to MCP tools and capabilities from external clients, c…
Showing 47451–47500 of 47628 servers