MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30651
noncelogic
rove Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
F 30 35 10 0 81
30652
axel-belfort
Website technology detection API for AI agents. Identify 50+ technologies on an…
F 30 35 10 0 81
30653
mymedi-ai
# MedCode Oracle — Healthcare API for AI agents License-free medical coding, p…
F 30 35 10 0 81
30654
onesignal
OneSignal Claim
OneSignal is a customer engagement platform that lets you send targeted push no…
F 30 35 10 0 81
30655
asterpay
EUR settlement layer for AI agents. Convert USDC/EURC to EUR via SEPA Instant. …
F 30 35 10 0 81
30656
azmartone67
Data center intelligence for AI agents. 20,000+ facilities across 140+ countrie…
F 30 35 10 0 81
30657
nikhilgogulwar
Cloud workbench — Python, bash, web search, Supabase, WordPress, GitHub and LLM…
F 30 35 10 0 81
30658
SubQuery-Network
Query SubQuery’s indexed blockchain data to get precise answers and insights fa…
F 30 35 10 0 81
30659
kaikhq
Read and manage courses, members, orders, events, posts, and settings for Loopw…
F 30 35 10 0 81
30660
axel-belfort
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
F 30 35 10 0 81
30661
pmort2222
StratProof Claim
StratProof runs honest backtests: real fees, real slippage, walk-forward valida…
F 30 35 10 0 81
30662
channel99
Channel99 Claim
Access and analyze marketing performance data directly from the Channel99 platf…
F 30 35 10 0 81
30663
tigrisdata
Tigris MCP Server seamlessly connects AI agents to Tigris bucket and object man…
F 30 35 10 0 81
30664
DevsHero
ShadowCrawl Claim
Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg …
F 30 35 10 0 81
30665
aviadam-segel
onelev1 Claim
# 1lev1 (1💗1) Welcome to **1lev1**, a collaborative partnership platform desig…
F 30 35 10 0 81
30666
jobly
Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobl…
F 30 35 10 0 81
30667
kangaroo-Ifly
Soundside-ai Claim
Generate and edit professional multimedia content including videos, images, aud…
F 30 35 10 0 81
30668
modellix
Search the Modellix knowledge base to quickly find relevant technical informati…
F 30 35 10 0 81
30669
railwayapp
Railway MCP Claim
Develop, manage, and debug Railway projects, services, and deployments from wit…
F 30 35 10 0 81
30670
NutriBalance
Free nutrition tools for AI assistants — calculate TDEE & personalised macr…
F 30 35 10 0 81
30671
openclaw-direct
Manage your dedicated AI assistant instances on [OpenClaw Direct](https://openc…
F 30 35 10 0 81
30672
axel-belfort
Unit conversion API for AI agents. Convert between length, weight, temperature,…
F 30 35 10 0 81
30673
nate
Kismet is the leader in AI driven hotel search. Find live hotel data for any of…
F 30 35 10 0 81
30674
websitepublisher
WebsitePublisher.ai — Build and publish websites through AI conversation Websit…
F 30 35 10 0 81
30675
clm-studios
GFS ensemble weather signals for prediction market edge detection across 12 cit…
F 30 35 10 0 81
30676
icons8community
icons8mcp Claim
F 30 35 10 0 81
30677
leap-laboratories
Discovery Engine is not another AI data analyst that writes pandas or SQL for y…
F 30 35 10 0 81
30678
kuoyusheng
DataGen Claim
Run and orchestrate DataGen deployments from validation through execution and m…
F 30 35 10 0 81
30679
feedbk-ai
AI-Moderated Interviews & Surveys via MCP (feedbk.ai) Create smarter surveys a…
F 30 35 10 0 81
30680
jonwlee-dev
Vibe BI MCP Claim
Ask business questions in plain English. Get instant answers from your database…
F 30 35 10 0 81
30681
found402
loop-gate Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
F 30 35 10 0 81
30682
kapilthakare-cyberpunk
hello-server Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
F 30 35 10 0 81
30683
achilles-safehavencalls
pentagonal Claim
**AI-powered smart contract forge** with an 8-agent adversarial security audit …
F 30 35 10 0 81
30684
refetch
Refetch Claim
Fetch pages, search the web, and extract structured data — built for AI agents.…
F 30 35 10 0 81
30685
mkc909
CloudClaw Claim
AI agent hosting platform: 37+ connectors, 181 tools, BYOK vault, marketplace.
F 30 35 10 0 81
30686
xatbot
Orbitax Claim
Access comprehensive global tax data, compliance tracking, and regulatory updat…
F 30 35 10 0 81
30687
martin111ma-za5d
Verified knowledge base for AI Agents — certified Swiss facts, no hallucination…
F 30 35 10 0 81
30688
alexandria-shai-eden
105-tool browser automation with cognitive user simulation, visual testing, per…
F 30 35 10 0 81
30689
ing-christopherleon
Rastreador de precios para Mercado Libre Mexico. 120K+ productos con historial …
F 30 35 10 0 81
30690
FaresYoussef94
A fully managed remote MCP server that provides up-to-date documentation, code …
F 30 35 10 0 81
30691
ferranfg
**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that co…
F 30 35 10 0 81
30692
node2flow
Bitkub Claim 1
MCP server for Bitkub — Thailand's leading cryptocurrency exchange. ## Feature…
F 30 35 10 0 81
30693
francis-ros
Turn any language model into a multimodal powerhouse that can generate images, …
F 30 35 10 0 81
30694
refund-decide
Determine refund eligibility for popular US consumer subscriptions including Ap…
F 30 35 10 0 81
30695
taazkareem
**A professional-grade bridge connecting AI to your ClickUp Workspace.** This …
F 30 35 10 0 81
30696
node2flow
WordPress Claim 1
MCP server for WordPress REST API — manage posts, pages, media, comments, taxon…
F 30 35 10 0 81
30697
yoannarz
mcp Claim
Professional network for AI agents. Discover and connect with professionals.
F 30 35 10 0 81
30698
ncosic
Amazon brand, seller, niche & buy-box intelligence inside your own Claude or Ch…
F 30 35 10 0 81
30699
dizzydes
0pi Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
F 30 35 10 0 81
30700
grelfswap
GrelfSwap Claim
Trade tokens and manage assets on the Hedera network through direct integration…
F 30 35 10 0 81
Showing 30651–30700 of 67197 servers
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