MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26363
Scored
1627
Verified
16957
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31451
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
31452
Perspective-AI
An AI concierge that turns static forms into adaptive AI conversations. From an…
31453
gwbtc
Urbit MCP Claim
A general-purpose MCP interface for Urbit, a networked personal server.
N/A N/A
31454
daedalus
mcp-rs232 Claim
An MCP server that exposes RS232 serial port connectivity
N/A N/A
31455
Stewyboy1990
11 company intelligence tools — financials, tech stack, competitors, patents, j…
31456
boxpositron
Enables AI tools to interact with Firefly III personal finance management insta…
81
31457
mgthompo1
anchorr-mcp Claim
Agent-native CRM. 25 tools — contacts, deals, sequences, enrichment waterfall, …
31458
belugatempo-dot
Enables real-time web search with source citations by leveraging Perplexity AI'…
N/A N/A 95
31459
WebpageFX
Retrieve product details by product number and list all items currently on sale…
N/A N/A
31460
stevebutterworth
changeflow Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
N/A N/A
31461
sophymarine
openregistry Claim
Unmodified live data from 27 national registries. UBO chain walker + 10 MCP pro…
31462
bpolania
Bulwark Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
N/A N/A 83
31463
miller-joe
youtube-mcp Claim
MCP server for YouTube creator-ops with a ComfyUI bridge for AI thumbnail gener…
N/A N/A
31464
omniconnexsynapse
BlenderMCP Claim
Connects Blender to AI through the Model Context Protocol to enable prompt-assi…
31465
srmorete
Control iOS and Android devices with multi-device and seamless Native/WebView s…
N/A N/A
31466
sivabhogela88
A production-ready server that enables AI assistants like Claude Desktop to sea…
N/A N/A 95
31467
brnndnn
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
N/A N/A 95
31468
ravidorr
murphys-laws Claim
Access 1,500+ Murphy's Laws: search, browse by category, random, daily, submit.
N/A N/A
31469
lantlos95
wertls Claim
N/A N/A 95
31470
arjunkmrm
Retrieves current weather information for any location using the OpenWeatherMap…
N/A N/A 95
31471
Itzelma2310
Enables AI applications to send and read WeChat messages on Windows PCs through…
N/A N/A
31472
wx-b
An MCP server implementing Recursive Language Models (RLM) to process arbitrari…
N/A N/A 95
31473
sinmb79
Commerce-MCP Claim
Enables natural-language control of e-commerce operations including product man…
N/A N/A
31474
pipeworx-io
Devto Claim
DEV.to MCP — wraps the DEV Community API (free, no auth for public reads)
31475
lightningfaucet
mcp-server Claim
Give AI agents a Bitcoin wallet with Lightning Network payments and L402 suppor…
N/A N/A 95
31476 N/A N/A 95
31477
nowork-studio
NotFair Claim
Google Ads MCP - analyze performance, manage keywords, bids, and campaigns.
31478
Enables read-only access to SentinelOne's platform through MCP, allowing securi…
31479
NOVA-3951
Logo.dev Claim
Search and retrieve company logos by brand or domain. Customize size, format, a…
N/A N/A 95
31480
togethercomputer
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
N/A N/A 95
31481
Br0ski777
Extract text from images using OCR. Tesseract-powered. x402 micropayment.
31482
opentweetio
mcp Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
N/A N/A 83
31483
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
81
31484
majorel-alexis
maxia-oracle Claim
Multi-source crypto & equity price feed for AI agents. Aggregates Pyth, Chainl…
N/A N/A
31485
m4yk3ldev
MCP server for Google NotebookLM — 32 tools for notebooks, sources, research, a…
N/A N/A
31486
jrelph
RIPE Atlas Claim
RIPE Atlas network measurements — ping, traceroute, DNS, TLS, HTTP, NTP, and pr…
N/A N/A
31487
umedpaliwal
windai-mcp Claim
WindAI MCP Server — AI-powered wind resource assessment for any location on Ear…
31488
guillermo-salas
Ask the Market Anything. Stock & ETF Scoring Get the Danelfin AI Score (1–10) …
31489
zral
Enables intelligent travel planning by combining weather forecasts and route ca…
81
31490
nometria
deploy Claim
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
N/A N/A
31491
DingDawg-dev
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
N/A N/A 83
31492
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
81
31493
BricePourLe13
European business data — French company check, EU VAT validation, legal search.
31494
xiaobenyang-com
local-fetch Claim
N/A N/A 95
31495
rachadele
biolit Claim
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, an…
N/A N/A
31496
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
31497
LeooNic
An MCP server for automating Google Workspace applications including Sheets, Ap…
N/A N/A
31498
direct-web
Search 100K+ EDC products. Track drops, compare prices, and analyze market tren…
N/A N/A
31499
mirelia
# Mirelia AI-Ready Patent Intelligence (MCP Server) A fully autonomous, machin…
81
31500
xie38388
looply Claim
Looply AI call center MCP Server - manage calls, leads, contacts, and analytics.
N/A N/A 75
Showing 31451–31500 of 33449 servers
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