MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50751
Discover and explore Azure Verified Modules from the Bicep Public Registry
N/A N/A 81
50752
andrew-sondgeroth
Enables location intelligence for US ZIP codes, allowing users to search, profi…
50753 N/A N/A 95
50754
muslus
WetLab-MCP Claim
Enables AI-assisted molecular biology experiment design with tools for qPCR pri…
N/A N/A
50755
sciscale-studio
Turn rough requests into rigorously structured prompts for any coding agent. Qu…
50756
fjwood69
mori Claim
Mori (森) is a shared memory layer for AI coding agents — one that compounds.
50757
datasynx
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
N/A N/A
50758
CSOAI-ORG
date-calculator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50759
archimedes-market
Parse and analyze KiCad PCB files from AI agents — layer stackup, net listing, …
N/A N/A
50760
cyanheads
Query 29,500+ World Bank development indicators for 200+ countries across 60+ y…
50761
CyprianFusi
Enables interaction with PostgreSQL databases through resources, tools, and pro…
50762
olo-dot-io
Uni-CLI Claim
Operations substrate for AI agents that use real software: 311 sites/tools, log…
N/A N/A
50763
admin-d6wq
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
81
50764
AfryDario
An MCP server implementation in Python with placeholder tools, deployable to Az…
50765
dklymentiev
mesh-memory Claim
Self-hosted semantic memory for AI agents. Save worklogs, decisions, and notes …
50766
TOOEASY-crew
Enables interaction with Ghost CMS through the Ghost Admin API via LLM interfac…
81
50767 N/A N/A 95
50768
Xavierfok
Browse the web and run Google search through real Singapore mobile carrier IPs.
50769
NUDG3-AI
Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews,…
50770
vijaykrishnazpro
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
81
50771
vew-mcp Claim 1
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
N/A N/A 81
50772
tallyfy
Automate tasks, processes, and approvals with AI.
50773
vinur1992
testing_repo Claim 1
An MCP server that created for demo
N/A N/A 95
50774
ivan-movw
InboundPilot — AI Autopilot for Lead Qualification via Instagram, WhatsApp & Me…
81
50775
sacahan
Enables YouTube video search and audio download via web scraping, requiring no …
50776
NatiCha
MCP server for controlling Meticulous espresso machines via Claude and other AI…
N/A N/A
50777
alittleyellowkevin
A Model Context Protocol server that enables agents to execute SQL queries agai…
N/A N/A 95
50778
0xSensei
Pwno MCP Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
81
50779
PostOakLabs
420+ client-side fintech tools (ISO 20022, AML, DORA, agentic payments) as MCP …
50780
jbmurphy
MCP VRBO Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
81
50781
ry-ops
Enables to perform mathematical calculations, retrieve weather information, and…
N/A N/A
50782
lawquarter
A secure MCP server that integrates with Clio practice management software, all…
N/A N/A 95
50783
pipeworx-io
Enables interaction with Outlook / Microsoft 365 calendar, allowing users to li…
50784
Space-C0wboy
Enables AI assistants to interact with the ReliaQuest GreyMatter platform via 1…
50785
oogdevs
clawtube-mcp Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
N/A N/A 95
50786
polskidegen
MCP server for Hyperliquid that provides read-only on-chain wallet analytics. E…
50787
Bigabou007-dev
x402-md-mcp Claim
Enables extracting clean Markdown from any webpage by paying $0.005 USDC per ca…
50788
LionelHao
MCP server for PromptHub. Enables publishing, fetching, listing, updating, and …
50789
tolenonetwork
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
N/A N/A 83
50790
aris-md
aris-md/mcp Claim
A minimal, well-structured MCP server implementation for learning and experimen…
81
50791
dhyabi2
MCP server for NANO cryptocurrency operations, enabling AI agents to generate w…
50792
dkeeno
An MCP server for generating Kubernetes manifests (deployments, services, confi…
N/A N/A
50793
peacewalkerT
Rodin Claim
Find ~5 thinkers whose intellectual fingerprint matches a passage of text.
50794
Casperjuel
aula-mcp Claim
This server enables MCP clients (LLMs) to access data from the Danish school pl…
50795
MonadWorks
agentify Claim
Agent Interface Compiler — One command. Every agent speaks your product. Transf…
N/A N/A
50796
QiuwenZheng
Interminal Claim
Lightweight MCP server providing terminal access (SSH & local shells) for AI as…
N/A N/A
50797
Michael-WhiteCapData
Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, r…
N/A N/A
50798
TheNextGenNexus
Access Hacker News, Dev.to, IMDB, podcasts, and Eventbrite data through the Mod…
N/A N/A 83
50799
xiangzhicjm-cyber
cjm_test Claim
N/A N/A 95
50800
autoblocksai
ctxl-mcp Claim
Personal context management for AI assistants
N/A N/A 95
Showing 50751–50800 of 57160 servers