MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44051
QalaLabs
Connects Tally Prime ERP data to AI assistants via MCP, enabling natural langua…
44052
bobzhou-source
Local MCP server for editing Power BI Project reports saved in PBIR format.
N/A N/A
44053
Psilolouben
Yazio MCP Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
44054
xiaokillua
SkillPress Claim
Compiles websites, docs, and repositories into agent-ready SKILL.md packages fo…
N/A N/A
44055
andraderaul
Provides real-time access to League of Legends esports data including live matc…
44056
twomasc
TaskPile Claim
Pile in. Sort out. Taskpile is an AI-first productivity task manager that lives…
44057
geoffmcc
sidekick Claim
Enables persistent remote VPS collaboration with MCP tools, live dashboard, and…
44058
longcreat
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
44059
Skyrxin
Enables AI agents to scan code for security vulnerabilities using multiple stat…
44060
dannydarko
Haunt API Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
81
44061
lordbasilaiassistant-sudo
multi-wallet Claim 1
Multi-wallet management for AI agents — generate, distribute, consolidate on EVM
N/A N/A 60
44062
casefold
Casefold Claim
Casefold organizes custody documents for court. Upload filings, declarations, a…
81
44063
stevysmith
Stacktree Claim
Publish HTML to private, unguessable, replace-in-place URLs from any MCP-compat…
44064
yurthankiyak
Provide tailored advice and recommendations through a simple API interface. Ena…
N/A N/A 95
44065
weeebdev
beszel-mcp Claim
MCP server for Beszel system monitoring that provides tools to list systems, co…
44066
koorosh-alt
A Context-as-a-Service MCP server that maintains structured, graph-based contex…
81
44067
CSOAI-ORG
api-tester-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44068
MaartenSmeets
Enables LLMs to fetch and extract web content using browser automation, OCR, an…
N/A N/A
44069
sandraschi
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
N/A N/A
44070
theSynthOS
SynthOS Claim
AI-powered DeFi yield routing. Deposit into risk-scored yield bundles, analyze …
81
44071
dingdawg
Universal governance layer for AI agents — MCP-native, fail-closed, LNN interpr…
44072
gtrias
Enables AI assistants to manage i18next translation files, including adding key…
N/A N/A
44073
0GiS0
A demonstration MCP server that shows how to use elicitations to ask users for …
N/A N/A
44074
steven0lisa
A comprehensive MCP server for Dataiku DSS integration, providing Claude Code w…
44075
event4u-app
agent-memory Claim
A persistent, trust-scored project memory for AI coding agents, backed by Postg…
44076
niradler
A comprehensive Model Context Protocol (MCP) server for Arduino CLI interaction…
N/A N/A
44077
wilson-urdaneta
A Stockfish-powered chess engine exposed as an MCP server using FastMCP. Calcul…
N/A N/A
44078 N/A N/A 95
44079
subhangadirli
An MCP server that integrates Kagi Translate as tools for translation, URL tran…
44080
19miha99
A comprehensive MCP server that gives AI assistants full control over your desk…
N/A N/A
44081
JasonTulp
Integrates with Radarr and Sonarr to manage your media library, enabling search…
44082
abelduarte
gimp-mcp Claim
Control GIMP from AI assistants via the Model Context Protocol, enabling image …
N/A N/A
44083
qmrkt
MCP server for question.market prediction markets on Algorand. Enables market b…
44084
xianman
Connects Claude Desktop to the Enphase Developer API v4 for read-only access to…
44085
millsymills-com
gandi-mcp Claim
Production-grade MCP server for the Gandi v5 API, enabling domain, DNS, email, …
44086
jbenshetler
RAGex Claim
Gives Claude semantic search superpowers to find and reuse existing patterns in…
N/A N/A
44087
NextHeberg
Enables AI-powered project management by connecting Claude to Planka kanban boa…
44088
movebrickschi
Enables AI coding environments to enforce engineering governance through MCP to…
N/A N/A
44089
subzeroid
lamatok-mcp Claim
MCP server for LamaTok TikTok data API — auto-generates 20+ tools from the live…
44090
solomonneas
reelgrep-mcp Claim
MCP server for reelgrep - browse and search your local video library from any M…
N/A N/A
44091
marcelohensantos
garmin-mcp Claim
Exposes Garmin Connect data and workout management to AI agents, supporting too…
N/A N/A
44092
manteclaw
MCP server for Base L2 DeFi operations with 9 monetized endpoints
N/A N/A
44093
ssatama
rescuedogs Claim
N/A N/A 95
44094
gbs-toolkit
MCP server for structured GB Studio 4.x project editing, enabling read/patch sc…
N/A N/A
44095
pipeworx-io
Virustotal Claim
VirusTotal MCP — file / URL / domain / IP reputation (BYO key)
44096
osirishorus
OpenCoffer Claim
Enables querying personal finance data including accounts, transactions, spendi…
44097
githru
# Githru MCP Server <p align="center"> <strong>A powerful Model Context Prot…
N/A N/A 95
44098
loaditoutadmin
MCP server for discovering and installing AI agent skills from Loaditout. Searc…
95
44099
chirag127
Provides AI agents with precise, locale-aware date and time data across multipl…
81
44100
wyre-technology
MCP server for Datto RMM, enabling Claude to interact with devices, sites, aler…
Showing 44051–44100 of 45235 servers
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