MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
24001
wordlift
mcp-server Claim
Knowledge Graph, GraphQL, GS1 Digital Link and SEO tools for semantic content o…
F 27 35 0 0 81
24002
Pink707Legendary
Explains why stocks moved. 'Why did Tesla drop?' 'What happened to NVDA?' S&P 5…
F 27 35 0 0 81
24003
futuremultihousing-dev
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
F 27 35 0 0 81
24004
astondg
trip-planner Claim
AI-native trip planning with flights, activities, accommodations, tasks, and ma…
F 27 35 0 0 81
24005
genei
Genei Claim
Manage logistics operations by comparing shipping prices and creating shipments…
F 27 35 0 0 81
24006
helix-song
# CoinEx MCP Server A Model Context Protocol (MCP) server that enables AI agen…
F 27 35 0 0 81
24007
santiago.blanco.vilchez
Create and manage tenants with streamlined setup. Seed and update document temp…
F 27 35 0 0 81
24008
janpansky
deplyed_mcp Claim
Provide a brief overview of what this integrates and the primary benefit to use…
F 27 35 0 0 81
24009
wundam
orchex Claim 2
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
F 27 25 0 53
24010
mefta.sadat2
test Claim
test
F 27 35 0 0 81
24011
AlohaLabs
AI-powered calorie tracking with photo recognition, barcode scanning, and voice…
F 27 35 0 0 81
24012
Apoth3osis-ai
agentpmt Claim
AI agent marketplace for automated employees, workflows, skills, and tool orche…
F 27 35 0 0 81
24013 F 27 35 0 0 81
24014
alright-alright
Konstruct Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
F 27 35 0 0 81
24015
SpriteCook
SpriteCook Claim
Generate game sprites and assets from text prompts for game development.
F 27 35 0 0 81
24016
maxi-moss
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
F 27 35 0 0 81
24017
Smartling
Smartling MCP Server
F 27 35 0 0 81
24018
Multi-DAC
omni-oracle Claim
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & U…
F 27 35 0 0 81
24019
qualityclouds
LiveCheck AI Claim
Secure MCP runtime server for scanning and autofixing code issues
F 27 35 0 0 81
24020
luis.ticas1
vsfclub5 Claim
F 27 35 0 0 81
24021
aezizhu
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
F 27 35 0 0 81
24022
ndkasndakn
Refund eligibility notary for US subscriptions. Returns ALLOWED/DENIED/UNKNOWN.
F 27 35 0 0 81
24023
vapagentmedia
vap-e Claim
AI media generation for agents. Images via FLUX 1.1 Pro, videos via Veo 3.1.
F 27 35 0 0 81
24024
entity-zero
entity-mcp Claim
Access 30+ AI agent essays, CLAUDE.md generator, and readiness assessments.
F 27 35 0 0 81
24025
Agent-Analytics
Analytics your AI agent can actually use. Track, experiment, and optimize via M…
F 27 35 0 0 81
24026
lassare-hq
Lassare Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
F 27 35 0 0 81
24027
zhuoxin.sun
test Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
F 27 35 0 0 81
24028
gibsonai
mcp Claim
GibsonAI MCP server: manage your databases with natural language
F 27 35 0 0 81
24029
jdmay2
Search NYC rentals and sales, property details, building data, and market analy…
F 26 35 10 0 69
24030
eigi-ai
Create and manage AI voice agents, real-time conversations, and analytics with …
F 26 35 10 0 69
24031
attrove
Attrove Claim
Query your users' Gmail, Slack, and Calendar with AI — Plaid for productivity a…
F 26 35 10 0 69
24032
datagouv
datagouv-mcp Claim 1 2
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbo…
F 25 45 79 78 N/A 86 82
24033
mcp-merchant Claim 1
Search-only commerce MCP server backed by Stripe (test)
F 24 25 0 47
24034
YokuApp
mcp-server Claim
Yoku is a platform that provides structured, real-time brand identity and compa…
F 23 35 0 0 69
24035
fodda
Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and…
F 23 35 0 0 69
24036
hapticpaper
Haptic Paper Claim
Connect your AI to human workers. Get paid to help AI.
F 23 35 0 0 69
24037
jshorwitz
synter-ads Claim
Manage ad campaigns across Google, Meta, LinkedIn, Reddit, TikTok, and more via…
F 23 35 0 0 69
24038
denizozzgur
Agent-to-agent marketplace with escrow-protected trades via MCP tools.
F 23 35 0 0 69
24039
zype
server Claim
Manage videos, playlists, analytics, and monetization for OTT streaming service…
F 23 35 0 0 69
○ Unscored
24040
namewhisper
Name Whisper Claim
34 MCP tools to search, register, manage, value, and trade ENS names. AI-powere…
24041
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
24042
pipeworx-io
domains Claim
Domains MCP — Domainsdb.info API (free, no auth)
24043
@joeleesuh
mcp-simple-server Claim
N/A N/A 95
24044
pipeworx-io
exchange Claim
Exchange MCP — wraps the Frankfurter currency exchange API (free, no auth)
24045
Ruiren1
mcp_project Claim
N/A N/A 95
24046
abasensei
Agent coordination protocol bridging A2A and MCP. Register, discover, and coord…
24047
DataForB2B
DataForB2B Claim
DataForB2B is a people and company search API powering live data from public so…
81
24048
mdornich
Enable seamless interaction with Google Drive through a standardized interface.…
N/A N/A 81
24049
karatechopping
Connects Claude AI to GoHighLevel CRM, enabling comprehensive automation across…
N/A N/A 95
24050
pdrago97
lueders Claim
N/A N/A 95
Showing 24001–24050 of 30006 servers
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