MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53651
aiaiohhh
Persistent memory + context layer for AI dev teams. 17 tools via MCP.
N/A N/A 95
53652
ry-ops
Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
81
53653
xiaobenyang-com
db-map Claim
N/A N/A 95
53654
aernouddekker
mailappmcp Claim 1
MCP server for macOS Mail.app — gives Claude native email access via AppleScript
N/A N/A 95
53655
Lyonsupernova
mcp-x Claim
Enables posting tweets to X (Twitter) via the X API v2, using Claude.
53656
Abidil98
A custom MCP server that provides high-level tools for controlling Shopmium and…
N/A N/A 95
53657
mobile.psy.div3r
ableton-mcp Claim
N/A N/A 95
53658
usman.ramzan0505
myserver Claim
N/A N/A 95
53659
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
53660
scoutscore
ScoutScore Claim
Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…
N/A N/A 95
53661
Kajdep
Read-only MCP server and JSON API for international country calling codes, ISO …
53662
justinleeirizarry
Enables AI coding assistants to test web accessibility by scanning URLs, detect…
N/A N/A
53663
amxkifir
Enables users to search, compare, and retrieve detailed information about World…
81
53664
qarnet
serial-mcp Claim
MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscripti…
N/A N/A
53665
bughide010
hide Claim
test
N/A N/A 95
53666
mcp-tool-shop-org
Tool Compass Claim
Semantic navigator for MCP tools that finds relevant tools by natural language …
53667
CSOAI-ORG
hydration-reminder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
53668
sebastiancoombs
Pay-per-call MCP server for checking MEV exposure, sandwich attacks, and pool M…
53669
cogspro1234
conclave Claim
An MCP server that enables an AI orchestrator to convene a council of other AIs…
N/A N/A
53670
sachin-philip
Enables to manage Raindrop.io bookmarks programmatically—add, search, and organ…
53671
next-role
Next Role Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
81
53672
Brightyard
mcp Claim
Coherence MCP — chat with your CRM's AI agent from Claude, Cursor, and Cline.
N/A N/A
53673
yopie-org
mailtarget Claim
MCP server for Mailtarget that exposes tools to discover and call management AP…
53674
xiaoquisme
Provides MCP tools to copy text to and paste text or images from the macOS clip…
N/A N/A
53675
Rumblingb
Real-time agentic newsfeed for MCP tools and capabilities
N/A N/A
53676
smaniches
Integrates AlphaFold DB and eight other biomedical data sources into MCP tools …
53677
sankalp51
A simple Model Context Protocol (MCP) server that allows LLMs to create and man…
N/A N/A
53678
saury1120
pdf-mcp Claim
Enables PDF document processing including text, image, and table extraction, as…
N/A N/A
53679
xue20010808
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
N/A N/A 95
53680
axyr
MCP server for searching and analyzing Dutch case law with advanced search, fac…
53681
lesleslie
graphics-mcp Claim
Unified MCP server for graphics manipulation with multiple backends.
N/A N/A
53682
MomoSGM
Provides tools to check disk usage and search files by keyword on the local sys…
N/A N/A
53683
MiguelAngelHorta
Provides search, detail lookup, and gap listing tools for a security control in…
N/A N/A 95
53684
tycana
Tycana Claim
Your AI assistant is brilliant but amnesiac. Every conversation starts from zer…
N/A N/A 95
53685
henrikogaard
Enables agentic administration of Infomaniak accounts via Claude, offering 169 …
53686
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
N/A N/A 69
53687
savidev1987
An MCP server implementation that integrates Claude/VS Code with Salesforce, en…
81
53688
sdk03
A Model Control Protocol server that provides news scraping capabilities for Kh…
N/A N/A 95
53689
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries to…
81
53690
ejoliet
mcp-starter Claim
A minimal MCP server demonstrating tools, resources, and prompts for managing n…
N/A N/A
53691
NerdSnipe-Inc
Enables AI agents to interact with Lofty CRM via natural language, providing 12…
53692
evan-follis-u0ll
preflight Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
81
53693
Ellweb3
uruguay-mcp Claim
Enables AI agents to query Uruguay's open government data from multiple sources…
53694
mguttmann
A production-grade MCP server that wraps the entire Action1 REST API, enabling …
53695
neuro-flash
mcp Claim
Create content and test it on a real audience — neuroflash Digital Twins inside…
53696
FoundryNet
Verify emails — deliverability, disposable/role/free detection, MX validity, do…
53697
pipeworx-io
Enables querying Japanese government statistics from e-Stat, including metadata…
53698
clauxel
A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, us…
53699
remimenguy
mcp-flow Claim
A safe, local MCP server that lets Claude drive a controlled software-developme…
N/A N/A
53700
halvrenofviryel
An MCP trust boundary that produces signed, hash-chained evidence envelopes for…
N/A N/A
Showing 53651–53700 of 56925 servers