MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37051
Cyoda-platform
Enables AI assistants to interact with Cyoda platform entities and workflows th…
37052
junter1989k-ai
Peru payments for AI agents — Yape / PagoEfectivo via Mercado Pago. Never holds…
37053
mak2506
Fluduro Claim
A personality-to-flower quiz application with MCP tools for interactive widgets…
N/A N/A
37054
CSOAI-ORG
meok-dora-tlpt-planner-mcp MCP server by MEOK AI Labs
N/A N/A
37055
paoloamato2
Enables management of Keycloak identity and access management through the Keycl…
37056
zhangwei203708
yolox Claim
N/A N/A 95
37057
einsteindark-edgm
A Model Context Protocol server that enables listing and reading PDF documents …
N/A N/A
37058
filhocf
docforge-mcp Claim
Enables complete Office document lifecycle management for AI agents, including …
N/A N/A
37059
h4cd0c
Stratos Claim
Enterprise-grade Azure security assessment toolkit with multi-location scanning…
37060
rmaher001
A selective, aggregation-first MCP server for InfluxDB v2 that bounds output an…
37061
matanSht
WebControl Claim
Headless browser automation for LLM agents via REST API or MCP tools. Enables n…
N/A N/A
37062
osamah96
Create on-brand content with end-to-end analysis, clear scoring, and actionable…
81
37063
Satsuj1n
xp-mcp Claim
Talk to your XP Investimentos portfolio through Claude — 100% local, read-only,…
N/A N/A
37064
1036007003-wq
Enables Twitter/X marketing automation, including tweet search, account analysi…
37065
chldu2000
Enables Android device control via ADB and scrcpy, including device management,…
N/A N/A
37066
tanwenxin
Send emails securely using the 126 email service with SMTP support. Enable send…
N/A N/A 95
37067
piebro
An MCP server to control VLC media player, allowing remote playback and control…
N/A N/A
37068
integsec
turbopentest Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
N/A N/A 83
37069
flightdb
FlightDB Claim
FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfilte…
37070
eleva
A minimal MCP server deployed on AWS Lambda and exposed via API Gateway, enabli…
37071
eng213035
Deep, obscure Japanese station, accessibility & hazard data for AI agents. Engl…
37072
shuakami
mcp-docsrs Claim
A Docs.rs MCP server that enables AI models to deeply access Rust crate documen…
37073
freyzo
Enables AI assistants to search arXiv's research repository, download papers, a…
N/A N/A 95
37074
rogiervdbrnk
Dutch real estate data with KRK Makelaars report generation.
N/A N/A 95
37075 N/A N/A 95
37076
Zhong-y-j
Agent-Cortex Claim
An OpenAPI-driven MCP agent hub that dynamically generates MCP tools from Swagg…
37077
usernamexiaozhang
This MCP server enables automated captcha solving for Cloudflare challenges and…
N/A N/A
37078
jan3dev
Agentic AQUA Claim
MCP server for managing Bitcoin, Liquid Network, and Lightning wallets through …
N/A N/A
37079
0xHayd3n
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
37080
Anthonyhudnall92
Enables AI clients to manage OpenStack clouds through tools for compute, networ…
N/A N/A
37081
hemichaeli
Creates and manages Claude Code cloud environments, agents, and sessions progra…
37082
malkreide
bakom-mcp Claim
MCP server for Swiss BAKOM open data, enabling natural-language queries about b…
37083
Superuser666-Sigil
Provides IDE-like code navigation and search for local repositories, enabling A…
37084
junter1989k-ai
Merchant-of-record MCP: AI agents sell software & digital goods, global tax han…
37085
rebreakpsa
Pearch Claim
This project provides a tool for searching people using the Pearch.ai, implemen…
N/A N/A 95
37086
unluckyknight42
exceltester Claim
N/A N/A 95
37087
selamy-labs
memory-mcp Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
N/A N/A
37088
Baneado98
A template for building MCP servers with a built-in paywall gate that offers fr…
37089
haoxinm
An MCP server that extracts energy-usage charts from utility-bill PDFs, returni…
37090
i-ninte
grad-agent Claim
An autonomous MCP agent that helps you apply to fully funded MS and PhD program…
N/A N/A
37091
alxvasilevvv
MCP server for AI-powered marketing intelligence and automation for the RU/CIS …
37092
alphajew420
concierge-mcp Claim 1
MCP server for Concierge, enabling AI agents to manage Discord customer support…
81
37093
halismertkir
Search and explore academic profiles from YÖK Akademik. Retrieve structured pro…
N/A N/A 95
37094
Cheng77c
An MCP server for AI-powered image processing (generate, edit, vary, analyze) s…
N/A N/A
37095
lily95h
Enables interaction with Azure AI Foundry services including model exploration …
81
37096
axel-belfort
Text classification API for AI agents. Classify text into topic categories with…
N/A N/A 95
37097
axisassists
AGI Feeder Claim
An MCP server that routes tasks to the best AI models, aggregates responses wit…
37098
aliyun
Serves as a universal interface between AI Agents and AnalyticDB PostgreSQL dat…
37099
EveryInc
MCP server for Google Workspace APIs enabling reading, creating, and editing Go…
81
37100
wyattjoh
dokploy-mcp Claim
Wraps the Dokploy REST API to expose Dokploy operations as MCP tools for managi…
Showing 37051–37100 of 64636 servers
« Prev 1 740 741 742 743 744 1293 Next »