MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54651
belzorash
marketcal Claim
Provides correct trading day and settlement date calculations for multiple exch…
N/A N/A
54652
bhattapankaj
Synapse Claim
Enables AI clients to store and semantically recall durable memories across ses…
54653
ThomasKaragiannopoulos
Enables autonomous generation of long-form YouTube documentaries (15-25 minutes…
N/A N/A
54654
mittwald
Enables querying etracker analytics reports via natural language. Provides tool…
54655
abossard
Enables AI assistants to control a local LedFX instance through natural languag…
N/A N/A
54656
dockfixlabs
agentguard Claim
Enables scanning of AI agent code for security vulnerabilities such as prompt i…
N/A N/A
54657
abhinavg6
A local-first MCP server that enables AI agents to query the Sui blockchain usi…
54658
serdarkaracay
An MCP server that provides AI coding assistants with comprehensive browser aut…
54659
guangxiangdebizi
A Model Context Protocol server that analyzes webpage design structures, provid…
54660
AiAgentKarl
Provides AI agents with access to CO2 emissions data, climate projections, and …
N/A N/A
54661
skiddgoddamn
MCP server for managing Yandex Direct advertising, Yandex Metrica analytics, Wo…
54662
sumithr
sumo-qa Claim
An MCP server that brings senior-QA discipline to AI coding assistants, enablin…
N/A N/A
54663
cpramod
vision-mcp Claim
An MCP server that provides image analysis capabilities using vision-capable AI…
N/A N/A
54664
danecodes
roku-mcp Claim
Enables AI agents to inspect and control Roku devices—query UI elements, send r…
N/A N/A
54665
ClassiFinder
Scans text for leaked secrets and credentials, and redacts them before sending …
54666
porkornrawee
finance-mcp Claim
Real-time stock & crypto market data for LLMs, over the Model Context Protocol.
54667
T-Rzeznik
reaper-mcp Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
N/A N/A
54668
NahornyiDoc
A local MCP server for managing Jira issues, enabling creation, update, deletio…
N/A N/A
54669
trotsky1997
Extracts text from images using PaddleOCR and outputs results in markdown forma…
N/A N/A
54670
agentic-ph
Provides unified search across multiple icon libraries with fuzzy search, cachi…
54671
cuenca-mx
Enables interaction with Metabase through its API, allowing users to list cards…
54672
erikrubstein
monarch-mcp2 Claim
Unofficial MCP server for Monarch Money that exposes tools for managing account…
54673
rajivdatta
powerbi-mcp Claim
Enables discovery of Power BI workspaces and datasets, retrieval of semantic mo…
N/A N/A
54674
Eyalm321
An MCP server for multilingual dictionary lookups with word relations such as s…
54675
zayedrais
An MCP server using Google's Agent Development Kit with multiple specialized ag…
N/A N/A
54676
CyberT33N
Enables bounded local filesystem inspection, comparison, and mutation with sear…
N/A N/A
54677
moatazhamada
Omni Skills Claim
MCP server that unifies and synchronizes AI coding skills across multiple tools…
N/A N/A
54678
NoveltyDreams
Biblical text analysis with textual criticism support. An MCP server for morpho…
N/A N/A
54679
alicecha
Enables Claude AI to interact with the Rootstock blockchain, including calling …
54680
PNg-HA
Enables reading images (diagrams, screenshots) directly via the model's own vis…
N/A N/A
54681
johnymontana
An MCP server that enables exporting Excalidraw .excalidraw files to PNG or SVG…
N/A N/A
54682
jtokib
Provides full email management for Yahoo Mail via IMAP, including listing, read…
54683
inael
Enables autonomous agent-to-agent communication between Claude Code instances u…
N/A N/A
54684
deifos
screenslick Claim
Enables AI agents to control the ScreenSlick browser video editor, supporting t…
N/A N/A
54685
xinyuzjj
An enhanced MCP server for interacting with the Godot game engine, enabling AI …
N/A N/A
54686
bretterer
MCP server for managing Laravel Forge servers, sites, and deployments via the F…
54687
bybit-exchange
A production-ready MCP server for Bybit — 206 tools covering market data, tradi…
54688
ogprotege
Enables analysis of American Express credit card statements with vendor unmaski…
N/A N/A
54689
simonrueba
Tripwire Claim
A local MCP server that auto-injects relevant context into file reads when an a…
N/A N/A
54690
metaember
pushover-mcp Claim
A tiny MCP server that sends push notifications through Pushover, supporting me…
54691
marcinn2
Controls GREE/EWPE-compatible WiFi air conditioners directly over your LAN usin…
N/A N/A
54692
daemoon-dev
Daemoon Claim
Enables AI coding agents to access and manage multiple dev infrastructure provi…
54693
eastgatedev
mysql-mcp Claim
A MySQL MCP server for local stdio clients, enabling database queries and manag…
N/A N/A
54694
jianlins
An MCP server that provides full-text search over documentation using Whoosh, e…
N/A N/A
54695
hahatu112113
Bridges Large Language Models with Unreal Engine 5 via the Model Context Protoc…
N/A N/A
54696
ericchansen
aifmt Claim
An MCP server that fixes, validates, and generates visual text content for AI c…
N/A N/A
54697
M0TT3P
digihub-mcp Claim
MCP server for the digihub.li content API, enabling Claude to read and write St…
N/A N/A
54698
belzorash
cleanfetch Claim
Enables AI agents to read web pages reliably, returning clean markdown content,…
N/A N/A
54699
jaimemahaffey
Lets an LLM see what's on your screen by capturing an entire monitor or a speci…
N/A N/A
54700
lakshitha0526
Enables interaction with the PayHere payment gateway via MCP, allowing payment …
Showing 54651–54700 of 57357 servers