MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48401
ArturSkowronski
minipainter Claim
Local-first miniature-paint inventory and cross-brand color matching for AI age…
N/A N/A
48402
EloiBiesek
n8n-mcpmcp3 Claim
N/A N/A 95
48403
plexa-xyz
mcp Claim
Economic-safety tools for trading agents: executable quote + rug/honeypot pretr…
N/A N/A
48404
karrolcia
Hippocampus Claim
Open-source MCP memory server providing persistent, cross-platform context for …
N/A N/A
48405
simonrueba
Ariadne Claim
Semantic code index and gatekeeper that exposes 14 read-only MCP tools for AI a…
N/A N/A
48406
HeyZod
fylings Claim
Search, verify & screen 1M+ African companies + their government contracts acro…
48407
Leon-Sander
Searches Reddit for answers to questions and saves Q&A sessions to Notion.
N/A N/A 95
48408
PelleNybe
AI-driven command center for local crypto operations, integrating over a dozen …
48409
hassav19-40y9
Teardrop Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
81
48410
getvexi
Enables MCP clients to search and retrieve structured business data from the Ve…
48411
amattu2
Integrates Jira tickets with GitHub Copilot Chat, fetching ticket details, link…
48412
manavgup
Intelligent PR boundary detection and recommendation system that analyzes git c…
48413
wysh3
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
N/A N/A 95
48414
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
81
48415
MetaLift-AI
metalift Claim
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
N/A N/A
48416
skrishnak7
MCP server for flight schedule finding via Skyscanner API. Enables querying fli…
48417
matious89pl
A security-first MCP server for Umami analytics (Cloud and self-hosted v3) enab…
48418
CSOAI-ORG
Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 …
N/A N/A
48419
solve Claim 1
Cloudflare Turnstile CAPTCHA solver for AI agents. $0.002/call, 100 free on sig…
N/A N/A 69
48420
POLONIBOI
zaai-dev-mcp Claim
Zaai Dev brand brief + captured design references for MCP-compatible AI tools.
N/A N/A
48421
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
48422
loonghao
Enables AI assistants to interact with Autodesk ShotGrid (Flow Production Track…
48423
block-town
An MCP server that lets AI assistants look up any advertiser's Google ads. Sear…
48424
miziodel
navigravity Claim
An intelligent MCP server that enables AI agents to act as sophisticated music …
48425
ebenova
fieldops-mcp Claim
N/A N/A 95
48426
trionnemesis
Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministr…
48427
ShotaTanikawa
hookray-mcp Claim
Enables AI agents to create disposable webhook URLs, capture incoming HTTP requ…
N/A N/A
48428
BartWaardenburg
A community-built MCP server for the Spaceship API, enabling management of doma…
48429
labyrinth-analytics
LoreConvo Claim
Persistent memory layer for MCP-compatible AI agents. Implements save/recall/se…
N/A N/A
48430
jubeju555
Provides file operations (read/write) with an extensible architecture designed …
N/A N/A 95
48431
Rehaan12345
A read-only MCP server for querying Los Angeles City legislative data - Council…
N/A N/A
48432
iqnupe
Exposes Terraform/Terragrunt tooling as Claude Code tools for generating variab…
48433
clouatre-labs
Educational MCP server with math operations, statistics, visualizations, and pe…
81
48434
EEager
MCP server for parsing PDF files, enabling Cursor IDE to extract text, metadata…
N/A N/A
48435 N/A N/A 95
48436
TerraCo89
Enables AI agents to interact with Microsoft SQL Server databases via MCP, supp…
48437
xmszm
xmszm-memory Claim
Multi-user, file-backed MCP memory server enabling isolated namespaces and pers…
48438
g-digital-by-Garrigues
ead-factory Claim
EAD Factory MCP — Digital Trust services APIs for your agents
N/A N/A
48439
junter1989k-ai
Luxembourg Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get …
48440
angel7i
Enables querying Mexican stock market data (BMV, BIVA) including issuers, intra…
N/A N/A
48441
serpfire
Enables Claude to access Google Search Console data including search performanc…
N/A N/A
48442
kdy565
snuETL-mcp Claim
MCP server that provides tools to interact with SNU eTL (Canvas LMS), including…
N/A N/A
48443
elvismusli
Find, inspect and install reviewed reusable AI-agent capabilities from superski…
48444
fuwadog
forge-mcp Claim
A production-grade, LLM-agnostic local development engine over MCP, providing s…
N/A N/A
48445
cmer81
Enables querying French weather data from Infoclimat via MCP, including station…
48446
torykit
smithery Claim
N/A N/A 95
48447
kesugwa
weather-mcp Claim
N/A N/A 95
48448
zengzeruidd-a11y
A Model Context Protocol (MCP) server that wraps the Amap (高德地图) Web Service AP…
48449
Polaralias
Enables interaction with ClickUp's project management platform through comprehe…
81
48450
adinschmidt
fastmail-mcp Claim
Unified MCP server for Fastmail email (JMAP), calendar (CalDAV), and contacts (…
Showing 48401–48450 of 66518 servers
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