MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41201
Astrix-Labs
Open-source causal memory for AI agents: persistent, explainable, MCP-native me…
N/A N/A
41202
karlgil
Enables Claude to interact with Google Docs to list, read, create, search, and …
81
41203
vertical-mcp
ntis-mcp Claim
MCP server for Korea's NTIS (National Science and Technology Information Servic…
41204
pulumi
mcp-server Claim 1
MCP server for interacting with Pulumi using the Pulumi Automation API and Pulu…
N/A N/A 100
41205
zehair-louzza
Enables interaction with Oracle Cloud Infrastructure through the MCP protocol. …
41206
pkyit
dm-mcp Claim
Provides secure SELECT queries and table structure retrieval for Dameng databas…
41207
MCP-Mirror
Connects to a Coreflux MQTT broker and provides tools for managing Coreflux com…
81
41208
xuanji86
MCP server that wraps the GunStore-POS Frappe REST API, enabling AI agents to m…
N/A N/A
41209
beee003
axonn-mcp Claim
MCP server for Axonn, enabling access to US energy regulatory filings, real-tim…
41210
Fernandocgomez
A modular MCP server that provides custom tools for AI assistants to interact w…
N/A N/A
41211
Atomic-Germ
An intelligent code optimization MCP server that analyzes and improves codebase…
N/A N/A
41212
Codexpect
MCP server for integrating with Adobe Commerce and Magento REST API to manage p…
41213
sudip490
router-mcp Claim
MCP server for monitoring and controlling WiFi routers (OpenWrt) via SSH, enabl…
N/A N/A
41214
5aab
An interactive color picker that renders as a UI inside MCP-compatible hosts li…
41215
tusharrayamajhi
Provides AI assistants with 28 developer tools across file, git, code analysis,…
N/A N/A
41216
gabrielmahia
soko-mcp Claim
MCP server for East Africa commodity price intelligence — regional price compar…
N/A N/A
41217
axel-belfort
Person enrichment API for AI agents. Enrich any email address into a full profe…
81
41218
mario03690
Translation that never breaks structure: .srt timings, i18n key trees, PDF layo…
41219
PreistlyPython
Enterprise network analysis platform that enables AI-powered packet analysis, t…
81
41220
chiKeka
An MCP server delivering Alberta tax accounting and law expertise, with 47 tool…
N/A N/A
41221
CaptainCrouton89
Enables AI assistants to create, manage, and break down tasks into subtasks wit…
N/A N/A
41222
MCP-Mirror
Enables interaction with Warpcast (Farcaster) through Claude, allowing users to…
81
41223
kapilthakare-cyberpunk
hello-server Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
81
41224
indiamcp
razorpay Claim 1
MCP server for Razorpay API.
N/A N/A 83
41225
taimiralain
Dynamic context and active engineering workflow for AI coding assistants, enabl…
N/A N/A
41226
nishant-gudipaty
A database-agnostic MCP server that enables natural language queries to your da…
N/A N/A
41227
maxkuminov
obsidian-mcp Claim
Self-hosted MCP server for Obsidian with semantic + full-text search over Postg…
N/A N/A
41228
Vail-z
Enables browser automation and web interaction through structured accessibility…
81
41229
ElizioMartins
mcp-emailjs Claim
An MCP server for EmailJS that enables AI agents to send emails, validate confi…
41230
dev-bd37
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
81
41231
AiAgentKarl
MCP Server for agent and service discovery — register, search, rate, and manage…
N/A N/A
41232
vocab-voyage
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
81
41233
10xtechnology
An MCP server that integrates with Linear's API, enabling users to manage issue…
41234
fukui-yuto
Proxmox home lab management MCP server that enables Claude Code to manage Proxm…
N/A N/A
41235
ageugyn
Connects AI assistants to GLPI IT Service Management, enabling ticket managemen…
41236
clay-good
Rough Logic Claim
Always free field math and reference for the trades.
N/A N/A
41237
chris
nexonco-mcp Claim
N/A N/A 95
41238
cgmzfy
mcp111 Claim
N/A N/A 95
41239
hasindu-madushan
SlimAtlas AI Claim
An MCP server for lightweight browser automation using Lightpanda with Chrome f…
N/A N/A
41240
chenqizhi1
Provides visual recognition and PTZ camera control for DIY MOSS (ESP32) smart a…
N/A N/A
41241
pipeworx-io
Enables querying Indian mutual fund NAV data through MFAPI.in, providing net as…
41242
Aaryan-Kapoor
A lightweight MCP server for sending push notifications via ntfy.sh, supporting…
41243
EezyMAcc
Tattoo Feed Claim
An MCP server that lets an LLM client browse and curate posts from a hand-picke…
N/A N/A
41244
ojimpo
otp-mcp Claim
Enables querying self-hosted OpenTripPlanner for accurate transit routes via MC…
41245
PurdueRCAC
Enables AI agents to perform federated data transfers and remote code execution…
41246
rabbiyamehmood
Enables AI-powered web test automation with self-healing locators and automatic…
N/A N/A
41247
dceptev-byte
Scans prompts for PII and masks or redacts sensitive data locally before sendin…
N/A N/A
41248
web-DnA
Navable MCP Claim
Enables AI coding agents to perform real-browser accessibility scanning of loca…
N/A N/A
41249
lawquarter
A secure MCP server that integrates with Clio practice management software, all…
N/A N/A 95
41250
todayoneul
Integrates real-time Seoul data (weather, air quality, traffic, bike-sharing) a…
Showing 41201–41250 of 66534 servers
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