MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29285
Scored
2096
Verified
16952
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36501
datamerge
DataMerge Claim
Enhances business intelligence by enriching company and contact data using doma…
81
36502
pengc0066-star
slurm_MCP Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
36503
damianlevy1987-prog
test Claim
N/A N/A 95
36504
MCP-Mirror
Provides real-time financial data from Yahoo Finance, enabling stock price look…
81
36505
anki-mcp
Enterprise-grade Anki integration with natural language interaction, comprehens…
N/A N/A 95
36506
Conce-AI
v0-mcp-ts Claim
Bridge design and code seamlessly by generating UI components and layouts from …
N/A N/A 95
36507
ZephyrDeng
A Model Context Protocol server that enables AI assistants to interact with Git…
81
36508
Pyda-AI
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
81
36509
wj-yuta-imai
A Model Context Protocol server with GitHub API integration that enables intera…
N/A N/A 95
36510
FayezBast
mcptestingwm Claim
A minimal MCP server for validating connectivity to World Monitor, exposing too…
36511
smithery-ai
A Model Context Protocol server that provides read-only access to PostgreSQL da…
N/A N/A 95
36512
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
N/A N/A 95
36513
ngh1105
MCP server for AI agents to work with GenLayer projects, providing tools to run…
N/A N/A
36514
patrick-c-nel
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes a…
81
36515
git-acet
SMS en Masse Claim
Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.
36516
rosasynthesiz
flstudio-mcp Claim
AI control for FL Studio via the Model Context Protocol — full in-DAW mixing (M…
N/A N/A
36517
FunplayAI
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
N/A N/A
36518
thorsten-zoerner
87+ specialized tools for German and European energy data. Direct AI access to …
N/A N/A 95
36519
windsornguyen
Provides comprehensive access to Open-Meteo weather APIs, including forecasts, …
36520
AgentBill Claim 1
Billing infrastructure for AI agents. Preflight spend checks + post-execution u…
N/A N/A 81
36521
securityfortech
A FastMCP server for managing Google Workspace users through the Admin Director…
36522
JcBouquin
Enables users to fetch and display various types of jokes (Chuck Norris, Dad jo…
81
36523 N/A N/A 95
36524 N/A N/A 95
36525 N/A N/A 95
36526 N/A N/A 95
36527
IamFreak10
mcpv3e Claim
MCP server providing greeting and echo tools for testing and demonstration.
36528 N/A N/A 95
36529
Trade-Agent
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kra…
81
36530 N/A N/A 95
36531
restforge
MCP server that exposes RESTForge capabilities to AI agents, enabling them to s…
N/A N/A
36532
fofapro
mcp_fofa Claim
hacked by abc
N/A N/A 95
36533
@buihongduc132
mcp-chrome Claim
N/A N/A 95
36534 N/A N/A 95
36535
bughide010
mcp Claim
N/A N/A 95
36536
chloemulti1-hue
Greet people in multiple languages, perform quick calculations, and check curre…
N/A N/A 95
36537
sdtempo
Get personalized workout recommendations based on your menstrual cycle phase. A…
N/A N/A 95
36538
respira-press
MCP server for AI-assisted WordPress editing across 12 page builders. 172 tools…
36539
qq459669253
mcp_server Claim
N/A N/A 95
36540
teampromptpioneers
Enables generation of enterprise-grade software templates with built-in GDPR/Sw…
81
36541
valleyboyzz0024-del
Turns web-based AIs into full-powered agents with local PC access, 33 tools acr…
N/A N/A
36542
agent1st-ads-mcp
Nolas-Shadow Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
N/A N/A 95
36543
rkdfx
Bridges AI assistants with TestCafe testing capabilities, enabling AI-driven br…
N/A N/A
36544
coah80
youtube-mcp Claim
Enables AI assistants to watch YouTube videos by extracting frames at scene cha…
N/A N/A
36545
h-ucchi
Enables PDF file manipulation including merging, splitting, extracting pages, e…
N/A N/A
36546
dtannen
Enables AI agents to manage projects, epics, and tasks with atomic locking, rea…
N/A N/A
36547
Boris-Song
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
N/A N/A 95
36548
narcissux
Enables dynamic SSH connection to servers for real-time JVM diagnostics using A…
36549
neurynae
MCP tool discovery for AI agents — find, compare, verify tools across 35+ regis…
N/A N/A
36550
cahaseler
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
Showing 36501–36550 of 41393 servers
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