MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51551
ravirdp
Citare Claim
AI search intelligence + Ahrefs-class SEO suite as 59 MCP tools. Track your bra…
51552
forgemeshlabs
AI-native travel search MCP with affiliate booking links and optional x402 prem…
51553
wise-toddler
redash-mcp Claim
Model Context Protocol (MCP) server for Redash - manage queries, dashboards, an…
51554
chen-muxi
AI-SyncForge Claim
A LAN multi-AI collaborative development ecosystem connecting tools like Cursor…
51555
SapienEx-AI
Converts URLs and raw HTML to clean Markdown, enabling AI assistants to read we…
51556
EricBoix
An MCP server that exposes PDF files as resources, page by page, over Streamabl…
N/A N/A
51557
iflow-mcp
Enables generating Robot Framework test cases with SeleniumLibrary, creating pa…
N/A N/A
51558
AvengerMoJo
mcp-service Claim
A reusable MCP HTTP server with OAuth 2.1 that turns any JSON-RPC handler into …
51559
Operative-Sh
web-eval-agent Claim 1
An MCP Server that autonomously debugs web applications with browser-use browse…
N/A N/A 95
51560
babasida246
Intelligent multi-model orchestrator with dynamic routing that optimizes AI cos…
81
51561
zinanga
Enables scaffolding, validating, and managing plugins for the Motor Agéntico ec…
N/A N/A
51562
lmn451
Analyzes JSX prop usage in React/TypeScript codebases using AST parsing, enabli…
N/A N/A
51563
you922
Enables AI-powered multi-account Telegram management with over 123 tools for me…
51564
bettyguo
obsidian-mcp Claim
An MCP server that enables AI agents to read, search, write, and link notes in …
N/A N/A
51565
cyanheads
Access US federal award, recipient, agency, and spending analytics data from US…
51566
pythondev-pro
PyForge IDE Claim
Enables Python code execution in a sandboxed environment with virtual file syst…
N/A N/A 95
51567
BetaBots-LLC
callimachus Claim
Local index and hybrid search (SQLite FTS5 + on-device vector KNN) over your AI…
N/A N/A
51568
daniel-underpass
Luxxon Claim
On-demand live vision MCP for AI agents — open a session at a lat/lng, receive …
N/A N/A
51569
ruchit
mcpgsc Claim
N/A N/A 95
51570
dmcteknoloji
Provides read-only SQL Server health and diagnostic tools using DMVs, enabling …
51571
rafaoliveirabispo
organizze Claim
N/A N/A 95
51572
PierpyRenda
MCP server for EU AI Act compliance analysis — classify any AI system or workfl…
N/A N/A
51573
humanmenu
humanmenu Claim
Human Menu is a marketplace where AI clients post tasks for human workers.
N/A N/A
51574
thupalo
A Model Context Protocol (MCP) server that provides seamless integration with S…
51575
shijianzhong
PC-MCP Claim
An MCP server that provides weather alerts and forecasts, system shutdown/resta…
51576
linanwanttodo
Enables AI coding tools to follow a structured spec-driven development workflow…
N/A N/A
51577
Llama-Ventures
llama-mcp Claim
Enables MCP-native agents to manage deals, briefs, timeline, and posts on the L…
51578
asgard-ai-platform
mcp-twfood Claim
MCP server for Taiwan's agricultural wholesale market real-time price data, pro…
51579
drumnation
Enables AI agents to search, recommend, and deliver professional stock photos f…
51580 N/A N/A 95
51581
tripuck894
Tripuck Claim
Tripuck — Flight Meta-Search & Meeting Point..
81
51582
automatikstudio
An MCP server that generates conversion-optimized e-commerce product descriptio…
81
51583
Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
N/A N/A 81
51584
Headdao
MCP (Model Context Protocol) Server for the SlideMaster Public API. This server…
N/A N/A
51585
ivanidknow
runsec Claim
AI-powered MCP Server for Secure Coding. Zero noise, instant proof.
51586
jocarrd
aemet-mcp Claim
MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station…
N/A N/A
51587
Kaelio
ktx Claim
ktx is an MCP server that provides agents with accurate warehouse querying by s…
N/A N/A
51588
neuronik-io
drop Claim
Publishes HTML pages straight from your AI assistant to a shareable URL, then l…
51589
78tyih
Enables ChatGPT to remotely orchestrate local Codex and Claude Code agents for …
N/A N/A
51590
TidyMaze
mcpkit-data Claim
An MCP server with 66+ tools for data engineering, enabling AI assistants to in…
N/A N/A
51591
CSOAI-ORG
clipboard-ai-mcp MCP server by MEOK AI Labs
N/A N/A
51592
luthfirizky777
mcp-test2 Claim
N/A N/A 95
51593
Pro0f
DevsContext Claim
DevsContext is an MCP server that provides AI coding agents with synthesized en…
N/A N/A
51594
gott150
obsidian Claim
N/A N/A 95
51595
apiclaw
Real-time Amazon data API built for AI agents. 200M+ products, 1B+ reviews, liv…
81
51596
pvsmark
Enables LLMs to query ODBC-accessible databases via DSN, supporting SQL, SPARQL…
N/A N/A
51597
holiday-forever
Searchable directory of Airbnb listings — discover properties and retrieve dire…
51598
marcius-llmus
MCP server for analyzing local audio and video files with Google Gen AI, return…
N/A N/A
51599
JeremyMorgan
Enables AI assistants to retrieve current weather, forecasts, and summaries for…
51600
gorizond
An MCP server that provides tools for retrieving and processing documentation t…
Showing 51551–51600 of 56925 servers