MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37101
ejones18
Deploys an MCP server on Azure Container Apps that exposes Azure ML managed onl…
37102
alittleyellowkevin
A Model Context Protocol server that enables agents to execute SQL queries agai…
N/A N/A 95
37103
clauxel
Paid remote MCP for agentic HTML export QA MCP, structured receipts, audit logs…
37104
Hamid-K
Avanza-MCP Claim
MCP server for Avanza portfolio monitoring and trading, supporting regular and …
N/A N/A
37105
lazymac2x
Cloudflare Workers MCP server: api-mock-server
37106
slava0gpt
Менеджер AI-промптов с 24 MCP-инструментами. Поиск, создание, редактирование пр…
N/A N/A 95
37107
ToxMCP
Public MCP endpoint for Adverse Outcome Pathway (AOP) discovery, scientific rev…
37108
erikcaineolson
Validates text accessibility (contrast, spacing, language) against WCAG 2.1 cri…
N/A N/A
37109
master-metrics
Master Metrics MCP v1.0.0 Master Metrics MCP brings your marketing data direct…
81
37110
EDLee01
Haven League Claim
Enables human coaches to train AI agents to play Monopoly, with MCP tools for g…
N/A N/A
37111
jrb00013
rudycanshoot Claim
An MCP server that enables AI assistants to capture and view screenshots, suppo…
N/A N/A
37112
matthewwilliams949-ops
nakodo Claim
Warm introductions to the right builder, matched privately on your work. Double…
N/A N/A
37113
OVDEN13
Read and write a self-hosted TriliumNext knowledge base over its ETAPI.
N/A N/A
37114
knaisoma
Provides a single-writer MCP server for a governance-grade knowledge base of ma…
37115
sugarbug
Sugarbug Claim
Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
N/A N/A 95
37116
Tokisaki-Galaxy
A multi-source academic bibliography search server that retrieves papers from 7…
37117
kelvincushman
Exposes a multi-model council (panel-judge-synthesizer) and a build/check loop …
N/A N/A
37118
CSOAI-ORG
care-home-scheduling-mcp for domiciliary opticians
N/A N/A
37119
BeneIstvan
Toolcall Claim
30 pay-per-call APIs for AI agents: compliance, trade, safety, web, data. USDC …
37120
AiAgentKarl
Real-time earthquake data and seismic monitoring for AI agents via the USGS Ear…
37121
geraservicesuk
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
N/A N/A 95
37122
aide-memory
aide-memory Claim
Persistent memory layer for AI coding agents — your agent remembers what you ta…
N/A N/A
37123
mezallastudio
Connects AI assistants to Blender for controlling 3D modeling operations throug…
N/A N/A 95
37124 N/A N/A 95
37125
chanmeng666
archlang-mcp Claim
Compile, describe, lint, validate, score and repair multi-storey and curved Arc…
N/A N/A
37126
rgrz
A Model Context Protocol (MCP) server that enables AI assistants to query and u…
37127
BryanCaves
Enables access to Twitch API data for retrieving channel statistics, viewership…
81
37128
Vedic astrology MCP: 54 tools for charts, dashas, yogas, compatibility, muhurta…
N/A N/A 81
37129
satovarb16
runwayMCP Claim
runwayMCP enables job seekers to evaluate US job postings by automatically chec…
N/A N/A
37130
rschiefer
Enables AI agents to authenticate with websites using a real Chromium browser w…
N/A N/A 95
37131
osherai
Enables AI assistants to query Bullhorn CRM data using natural language through…
37132
GabMJ23
nyambot-mcp Claim
L'administration française pour vos agents IA : communes, géocodage, risques, D…
N/A N/A
37133
gtrotter13
thewardn-mcp Claim
Governance wrapper for MCP servers that intercepts and evaluates every Claude t…
N/A N/A
37134
vanticlabs
vantic Claim
Verify an AI agent's payment authority: signed mandates, allowlists, and tamper…
N/A N/A
37135
KunaniGaming
1,177 free agentic trading prompts for Claude and Robinhood MCP.
37136
gabrielmahia
nishati-mcp Claim
MCP server for Kenya energy — KPLC connection guidance, tariff calculator, off-…
N/A N/A
37137
CSOAI-ORG
currency-converter-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37138
alceniralcantara
Demonstrates using Playwright with the Model Context Protocol (MCP) to enable l…
N/A N/A
37139
0x-devc
Read-only MCP server for querying the live NOVAI blockchain over its public JSO…
N/A N/A
37140
AronLEEdev
MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikT…
N/A N/A
37141
apatilgtn
Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps,…
N/A N/A
37142
mcp-edu
mcp-server Claim
N/A N/A 95
37143
universal-mcp
Provides a standardized interface for interacting with OpenAI's tools and servi…
37144
ianreboot
mcp Claim
Detect prompt injection, jailbreaks, and code injection in untrusted text befor…
N/A N/A
37145
scjang01
Toss Securities (토스증권) Open API MCP server for the Korean stock market. Support…
N/A N/A
37146
vijaygopalbalasa
PestPin Claim
US pest control license lookup, licensed-company search by city, and cost plann…
37147
makimoto
Chess MCP Claim 1
A Model Context Protocol server that enables LLM agents and humans to play ches…
N/A N/A 95
37148
clauxel
Approval receipts for AI browser purchases.
37149
Jing7ao
seedance-mcp Claim
Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频
N/A N/A
37150
pingidentity
Enables AI assistants to manage and troubleshoot PingOne DaVinci identity orche…
N/A N/A
Showing 37101–37150 of 66549 servers
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