MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29585
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47301
rkpraveendev
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
N/A N/A
47302
TadMSTR
searxng-mcp Claim
MCP server for private web search via self-hosted SearXNG with local reranking,…
N/A N/A
47303
Abdur-Rahman-Palash
Access a 24/7 AI senior developer with 26 specialized tools for the full softwa…
81
47304
przemyslawzielinski87-debug
akm-bridge Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
N/A N/A
47305
zohaib3249
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
N/A N/A
47306
WaveSpeedAI
WavespeedMCP Claim
Provides a standardized interface for accessing WaveSpeed's image and video gen…
47307
TheLlamainator
Enables AI assistants to control Adobe After Effects for composition, layer, ef…
N/A N/A
47308
kpphillips
Enables interaction with Autodesk ACC (Autodesk Construction Cloud) through the…
N/A N/A
47309
qxbao
MCP server for the QLDT HANU student management system, enabling AI assistants …
47310
de-snake
Exposes precomputed asset research and rubric summaries for analyst agents, ena…
N/A N/A
47311
jagypus
signal-mcp Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
N/A N/A
47312
Alweather-Anurag
ottasia Claim
Where to watch X in Y? 30 Asian and Middle Eastern streaming markets, via Claud…
47313
ps-copilot-sandbox
Enables querying a curated book database using MCP tools to retrieve basic or d…
N/A N/A
47314
saihgupr
Enables managing Keyboard Maestro macros with natural language commands, includ…
N/A N/A
47315
rdcahalane
genome-map Claim
Access industrial fingerprint data for insight into supply chain and company pe…
47316
lazymac2x
Cloudflare Workers MCP server: agent-loop-detector
47317
Wavix
Wavix Claim
Hosted MCP server for the Wavix telecom platform: SMS, voice, 2FA, SIP, numbers…
47318
omniologynow
AI-powered business intelligence MCP server. 7 tools for competitive analysis, …
N/A N/A 95
47319
AsaiShota
x402-market Claim
Let AI agents pay-per-call for any HTTP API via x402 on Base mainnet. One tool:…
N/A N/A
47320
douglac
Enables users to search and discover upcoming tech events, conferences, and mee…
81
47321
OITApps
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
47322
agentience
Provides component information, usage guidelines, and code generation for AWS C…
47323
nayakprashant
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
N/A N/A
47324
fantastic
breeze-mcp Claim
Residential proxy mcp for AI agents — fetch, search, and access geo-restricted …
81
47325
AWS MCP Server Claim 1
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
N/A N/A 81
47326
webclaw Claim 1
Web extraction MCP server. Scrape, crawl, extract, summarize any URL to clean m…
N/A N/A 81
47327
joe-watkins
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
N/A N/A 95
47328
vector-memory Claim 1
Semantic document memory using Redis vector store. Save and recall files with n…
N/A N/A 81
47329
oisee
Enables AI assistants to access SAP ADT APIs for reading, writing, debugging, d…
47330
TOOEASY-crew
Enables interaction with Ghost CMS through the Ghost Admin API via LLM interfac…
81
47331
TylerCoxDruin
GeoLabel Claim
Turn GPS coordinates into place name, category, and live opening hours via Open…
N/A N/A 83
47332
ApacheBin
adaddaadaaa Claim
N/A N/A 95
47333
OrtaMarco
Enables AI agents to audit email and domain security (SPF, DKIM, DMARC, etc.) f…
47334
AlexanderChen5966
A multimedia downloading and conversion MCP server supporting YouTube, HLS stre…
N/A N/A
47335
borderlessboy
Enables natural language search and analysis of arXiv academic papers with AI-p…
47336
ASHITA2005
Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
N/A N/A
47337
LKCY23
A FastMCP server that provides weather-related tools using the QWeather API, en…
47338
derekbar90
zenhub-mcp Claim
Provides full access to the ZenHub GraphQL API. Enables project management oper…
47339
amitagl27
A Model Context Protocol server that lets Claude and any other MCP-compatible c…
47340
Lexmata
Enables AI assistants to manage GitHub Projects V2, including items, fields, an…
47341
iamfaham
Provide seamless access to investor data through a dedicated MCP server. Enable…
N/A N/A 95
47342
ndatta18-b06a
Institutional-grade research and diligence reports on hedge funds, private equi…
81
47343
Stopera
Discover and consume x402-enabled services on Solana with seamless USDC payment…
N/A N/A 95
47344
UltraStarz
x402-sms Claim
Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone n…
N/A N/A
47345
antonioac1
Courier Claim
Continuity protocol for autonomous AI agents. Agent messaging with SMTP bridge …
47346
justice8096
MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math …
N/A N/A
47347
CSOAI-ORG
MEOK Enterprise Compliance Checker — EU AI Act, DORA, GDPR automated gap analys…
N/A N/A
47348
Mingye-Lu
acrawl Claim
Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single b…
N/A N/A
47349
elliot-evno
DDG MCP1234 Claim
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
47350
InstantMCP
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
N/A N/A 95
Showing 47301–47350 of 47403 servers