MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27501
JHSeo-git
Provide a simple and easy-to-run MCP server implementation that supports stdio …
N/A N/A 95
27502
diagrammo
dgmo-mcp Claim
Render 29 diagram and chart types to SVG/PNG with browser preview and HTML repo…
N/A N/A 95
27503
TwelveTake-Studios
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
N/A N/A 95
27504
octofs Claim 1
Standalone MCP filesystem tools server — view, edit, shell, ast-grep, workdir.
N/A N/A 81
27505
TheRealDataBoss
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini,…
N/A N/A 95
27506
bzsanti
MCP server for PDF generation, parsing, splitting, merging, and manipulation vi…
N/A N/A
27507
SergioRico1
thrd Claim
Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust a…
N/A N/A 83
27508
composer Claim
Give your AI coding agent an architecture canvas to design and evolve diagrams.
N/A N/A
27509
UK Data API Claim
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
27510 N/A N/A 95
27511
prembobby39-gif
uimax-mcp Claim
Frontend expert for Claude Code. Screenshots, Lighthouse, axe-core, code analys…
N/A N/A
27512
Query live prop firm discount codes, compare firms, and find cheapest funded tr…
N/A N/A
27513
vmanoilov
think Claim
N/A N/A 95
27514
supersonicwisd1
A Multi-Agent Collaboration Protocol server that automates newsletter creation …
81
27515
Token safety (27 scam patterns, 6 EVM chains) + AI agent economy with $AIGEN re…
27516
kikakika
testweather Claim
N/A N/A 95
27517
ThuRealPapi27
A serverless AI-powered system built with Cloudflare Workers that handles multi…
N/A N/A 95
27518
benswel
qr-for-agent Claim
Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes
N/A N/A 95
27519
kyw1419
cotest Claim
N/A N/A 95
27520
FNZ1961
GrACE-MCP Claim
A knowledge graph MCP server that integrates Graphiti and the ACE framework for…
81
27521
vertaaux-mcp Claim
MCP server for VertaaUX.ai — run UX & accessibility audits from your LLM or IDE
N/A N/A
27522
ErickXavier
Provides AI assistants with deep knowledge of the No.JS framework, including do…
27523
gwbtc
Urbit MCP Claim
A general-purpose MCP interface for Urbit, a networked personal server.
N/A N/A
27524
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
27525
digitalpromptmarket-beep
DocQA MCP Claim
AI document verification: catch hallucinations, arithmetic errors, and field mi…
N/A N/A 83
27526
bughide010
mcp Claim
N/A N/A 95
27527
tylerwatson-db
Enables AI assistants like Claude to interact with Databricks workspaces throug…
81
27528
MCP server exposing Home Assistant REST API functionality
N/A N/A
27529
sandraschi
Discord MCP Claim
Enables comprehensive interaction with Discord servers to manage guilds, channe…
27530
chung-ta1
jmeter-mcp Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
N/A N/A 95
27531
seanshin0214
Persona MCP Claim
Enables AI to switch between 26+ expert personas on-demand with smart context d…
N/A N/A 95
27532
mcp-zmq Claim
MCP server for ZMQ messaging
N/A N/A
27533
AddyCuber
Ybe Check Claim
Ybe Check – security and compliance orchestrator for AI-generated repositories.
N/A N/A 95
27534
MarceauSolutions
upwork Claim 1
MCP server for Upwork job discovery, client analysis, and proposal assistance
N/A N/A 83
27535
RCOLKITT
Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, …
N/A N/A 83
27536
FradSer
An MCP server for interacting with Apple Reminders on macOS
N/A N/A 95
27537
the402ai
mcp-server Claim
AI agent service marketplace — browse, purchase, and manage services via x402/U…
N/A N/A
27538
thomasjumper
agentbay-mcp Claim
Persistent memory and knowledge management for AI agents with semantic search a…
27539
x-monk
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A
27540
NamedIdentity
A Cloudflare Workers-based server that implements the Model Context Protocol (M…
81
27541
jck411
MCP Platform Claim
High-performance Model Context Protocol server supporting multiple LLM provider…
81
27542
benborla29
MySQL Server Claim 1
A Model Context Protocol server that provides read-only access to MySQL databas…
N/A N/A 95
27543
sarptandoven
Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-fr…
81
27544
altary-app
Enables Claude to integrate with Altary error management service for retrieving…
81
27545
latiftplgu
Astro Charts Claim
Generate astrology charts from a date, time, and location. Explore planetary po…
N/A N/A 95
27546
CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (…
N/A N/A
27547
anvx Claim
Track and optimize AI API spending across 16 providers with live pricing.
N/A N/A
27548
swesmith-repos
MiniMax MCP Claim
Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, vid…
81
27549
zapperedge-prabhu
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
N/A N/A 95
27550 N/A N/A 95
Showing 27501–27550 of 30006 servers
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