MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 10 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68451
fabioff30
Provides AI models with direct access to official IBGE Censo 2022 and PIB data …
— ○ ⏳ — N/A N/A — — —
68452
longcreat
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
— ○ ⏳ — — — — — —
68453
nksmkj7
Brings OpenAPI/Swagger documentation into AI assistants, enabling endpoint disc…
— ○ ⏳ — N/A N/A — — —
68454
hueflowstudio
Connects Claude AI to SketchUp, allowing you to create and modify 3D models via…
— ○ ⏳ — N/A N/A — — —
68455
rgthelen
Enables Claude to interact with LinkedIn for posting, commenting, sharing media…
— ○ ⏳ — — — — — —
68456
iamishaan24
Provides tools and context for interacting with Google Cloud services, enabling…
— ○ ⏳ — N/A N/A — — —
68457
kaewz-manga
Provides Claude AI assistants with focused monitoring tools for n8n workflow ex…
— ○ ⏳ — N/A N/A — — —
68458
jsardinia
Enables natural language management of Motion tasks, projects, schedules, and m…
— ○ ⏳ — — — — — —
68459
vehoelite
Provides persistent AI memory and visual analysis tools for any MCP-compatible …
— ○ ⏳ — — — — — —
68460
bariskisir
IzmirDamMcp Claim
FastMCP server that provides daily water status and occupancy rates for dams in…
— ○ ⏳ — — — — — —
68461
da-troll
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
— ○ ⏳ — — — — — —
68462
faton5
Extensible MCP server for managing a homelab from Claude AI, enabling control o…
— ○ ⏳ — — — — — —
68463
rileylsmith1997
An MCP server that reports on and manages systemd services using systemctl and …
— ○ ⏳ — N/A N/A — — —
68464
vovayartsev-dice
A minimal MCP server that exposes a single bash tool to execute commands inside…
— ○ ⏳ — N/A N/A — — —
68465
stanislav-milchev
Enables web scraping with JavaScript disabled and network request monitoring, u…
— ○ ⏳ — N/A N/A — — —
68466
hnaymyh123-henry
MCP server for managing AI agent skills with pre-flight compatibility checks, e…
— ○ ⏳ — N/A N/A — — —
68467
DailyNoBug
A human-in-the-loop browser MCP server that pauses for user actions like login …
— ○ ⏳ — N/A N/A — — —
68468
cnzhihao
MCP-Artisan Claim
A secure MCP server with a workspace sandbox for AI agents to manage prompts, s…
— ○ ⏳ — N/A N/A — — —
68469
adbarc92
MCP server that gives AI coding assistants direct access to the browser — navig…
— ○ ⏳ — N/A N/A — — —
68470
AppliedEllipsis
Provides AI-powered search, web search, image search, video search, news search…
— ○ ⏳ — — — — — —
68471
Jinzo03
Enables MCP-compatible AI clients to access live crypto market data and AI-driv…
— ○ ⏳ — N/A N/A — — —
68472
mwl313
Namu Watcher Claim
Enables monitoring of Namu Wiki real-time search trends, including top keywords…
— ○ ⏳ — — — — — —
68473
1995parham-learning
mcp101 Claim
A sample MCP server built with FastMCP that demonstrates basic tools and a Goog…
— ○ ⏳ — — — — — —
68474
meob
Euclid-MCP Claim
MCP server for logical reasoning that turns facts into formal proofs using a de…
— ○ ⏳ — N/A N/A — — —
68475
webexpr-pvilledary
mcp-erp Claim
MCP server for interacting with an ERP system via REST API, featuring Microsoft…
— ○ ⏳ — — — — — —
68476
longhz
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
— ○ ⏳ — N/A N/A — — —
68477
matthewgjohnson
ask-another Claim
Enables AI assistants to query hundreds of models across OpenAI, Google, and Op…
— ○ ⏳ — — — — — —
68478
haribote
thmh Claim
MCP server providing component catalog tools (search_components, get_component_…
— ○ ⏳ — N/A N/A — — —
68479
elijahdev0
Enables deploying a remote MCP server with OAuth on Cloudflare Workers, allowin…
— ○ ⏳ — N/A N/A — — —
68480
RipperTs
Independent MCP service module for Poco, providing analytics and management too…
— ○ ⏳ — — — — — —
68481
utkucy
Enables natural language interaction with the Avalanche blockchain through AI a…
— ○ ⏳ — N/A N/A — 95 —
68482
arcframe-ai
arcframe-mcp Claim
Generate videos, images, audio, and 3D models from any MCP-compatible AI agent …
— ○ ⏳ — — — — — —
68483
lzlrd
MCP server for RealFaviconGenerator to generate favicon sets, audit live sites …
— ○ ⏳ — N/A N/A — — —
68484
ppatel26
MCP server for UploadThing that lets AI assistants upload, list, and delete fil…
— ○ ⏳ — — — — — —
68485
brenoperucchi
A durable MCP-native job relay that enables agents to dispatch work to each oth…
— ○ ⏳ — N/A N/A — — —
68486
Aadilhassan
A thin bridge that connects any stdio-based MCP client to the MarketifyALL work…
— ○ ⏳ — N/A N/A — — —
68487
tirthanzh
Provides tools to search and retrieve detailed information about airports and s…
— ○ ⏳ — — — — — —
68488
wyre-technology
cipp-mcp Claim
An MCP server for CIPP (Community IT Professionals Platform), enabling MSPs to …
— ○ ⏳ — — — — — —
68489
koraykoylu
IBAN validation, extraction, format specs, and BIC/SWIFT lookup tools for AI as…
— ○ ⏳ — — — — — —
68490
antonsokolskyy
SSMCP Claim
Provides web search with content extraction, YouTube subtitles, and optional LL…
— ○ ⏳ — — — — — —
68491
Benedict
Enables conversational live coding with Claude AI and TidalCycles, allowing use…
— ○ ⏳ — N/A N/A — — —
68492
harshithsunku
Provides fast, indexed code navigation (definitions, references, callers, etc.)…
— ○ ⏳ — N/A N/A — — —
68493
moverton7474
wmis Claim
Wealth Management Intelligence System MCP server providing authenticated tools …
— ○ ⏳ — — — — — —
68494
Creativestefan
mailbridge Claim
Connect your AI assistant to email — read, search, send, and organise via IMAP/…
— ○ ⏳ — N/A N/A — — —
68495
woolkingx
Turns ArangoDB into a schema-driven MCP server for agents, enabling search-desc…
— ○ ⏳ — — — — — —
68496
watsonrm
Query 237 features from Shopify's Spring '26 Edition with per-claim trust ratin…
— ○ ⏳ — — — — — —
68497
wassermanproductions
Enables AI agents to import video footage, trim ranges, run motion analysis (ca…
— ○ ⏳ — N/A N/A — — —
68498
joel6603
Enables Claude to write, compile, and execute formal verification models in All…
— ○ ⏳ — N/A N/A — — —
68499
nahisaho
MCP server for information collection, text analysis, and content generation, e…
— ○ ⏳ — N/A N/A — — —
68500
mungaibriankariuki-collab
axiom-memory Claim
Persistent memory infrastructure for AI agents, enabling cross-session recall a…
— ○ ⏳ — N/A N/A — — —
Showing 68451–68500 of 68948 servers