MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31796
Scored
2112
Verified
16953
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62801
pipeworx-io
Access official Japanese land prices (地価公示/地価調査) through the Pipeworx MCP gatew…
62802
mSaeedS
JFrog MCP Claim
Read-only MCP server for JFrog Artifactory repository intelligence, enabling li…
62803
ashlarforge
iotforge Claim
Enables AI assistants to discover and control IoT devices on local networks and…
N/A N/A
62804
billy12151
A lightweight, fully local MCP server that provides AI coding tools with a shar…
N/A N/A
62805
zealoushacker
Provides access to aviation weather data from aviationweather.gov, enabling LLM…
62806
jeffmm
A Slack MCP server that gives AI assistants tools to read, search, and interact…
N/A N/A
62807
cloudtype-examples
A simple MCP server for task management with Bearer token authentication, suppo…
62808
AbhiShrek07
Repo Recap Claim
Enables Claude to query GitHub repositories in plain English, fetching recent a…
62809
seajhawk
Enables listing, loading, unloading, and configuring models in LM Studio via MC…
N/A N/A
62810
yasg1988
MCP server to control Yandex Station speakers with Alice: manage music, radio, …
62811
digitalgremlin
MCP server: is this GitHub repo still maintained? A verdict.
62812
yywz1999
Enables AI agents to interact with GDB for debugging via the MCP protocol. Supp…
N/A N/A
62813
adrianoamaral
pixel-mcp Claim
An MCP server that enables AI coding agents to create pixel art programmaticall…
N/A N/A
62814
jason21wc
A semantic retrieval system that gives AI assistants on-demand access to domain…
N/A N/A
62815
artkrsk
ticksy-mcp Claim
MCP server for the Ticksy support ticket API, enabling AI agents to read and wr…
62816
gilberth
MCP server for managing multiple SSH servers via AI assistants, offering tools …
62817
childrentime
reactuse Claim
MCP server for the [ReactUse](https://reactuse.com) library — 110+ React Hooks …
N/A N/A
62818
halilc4
tabby-mcp Claim
A lightweight MCP server that enables control of the Tabby terminal via Chrome …
N/A N/A
62819
pipeworx-io
Enables querying Brussels Open Data datasets through natural language or direct…
62820
Gabriela-707
dev-notes Claim
Enables Claude to save, list, and read notes in a '/dev-notes' directory, and f…
N/A N/A
62821
alexalexalex222
A referee for self-improving AI agent loops that mines past sessions for workin…
N/A N/A
62822
ex-takashima
MCP server for Google Veo 3.1 video generation. Supports text/video/image-based…
N/A N/A
62823
adesandro
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
62824
andygruening
Exposes the 0xSequence OMS wallet client as a local MCP server, enabling email-…
N/A N/A
62825
atikk-co-jp
An MCP server for Notion API with optimized token efficiency and full database …
62826
sampathpulukurthi
Provides RAG tools with local vector retrieval and web fallback using Firecrawl…
N/A N/A
62827
jl-0
Provides read-only access to JIRA REST API, enabling LLMs to query and retrieve…
62828
jegly
Box Claim
Private on-device AI suite for Android. Fork of Google AI Edge Gallery with lla…
N/A N/A
62829
ohah
Enables Electron app automation via Chrome DevTools Protocol (CDP), allowing MC…
N/A N/A
62830
cacheout-app
cacheout-mcp Claim
MCP server for macOS disk cache management. Enables AI agents to free disk spac…
N/A N/A
62831
movinginfo
Connects Claude or any MCP client to Laravel Herd, providing 218 tools to manag…
N/A N/A
62832
sibaniacharya
Enables AI agents to send emails and append content to Google Docs using Gmail …
N/A N/A
62833
caseman72
Enables monitoring and control of SwitchBot devices (temperature sensors, plugs…
62834
DerechoVirtual
Enables searching and downloading Spanish court rulings from the CENDOJ databas…
N/A N/A
62835
m77can
Provides a recognize_image tool that enables image recognition using DeepSeek's…
62836
xz0831
An MCP server that ingests semiconductor PDFs into a Neo4j knowledge graph, ena…
N/A N/A
62837
elbachir-salik
A production-grade MCP server that exposes real-time banking data replicated vi…
62838
fanghaoling
Multi-model adversarial design review MCP server that distributes design docume…
N/A N/A
62839
oldsnakenewtrik
A stateless MCP server that exposes RedTrack attribution data via two endpoints…
62840
Paragon-OS
A collection of miscellaneous tools for Claude, Cursor, and MCP-compatible clie…
N/A N/A
62841
AllNewsAPI
Enables LLMs to search for news articles, get top headlines, and access compreh…
62842
keepondream
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
N/A N/A
62843
oriz-archive
Provides mental models, design patterns, debugging approaches, and structured t…
62844
AiAgentKarl
Enables natural language access to USDA's FoodData Central database with 1M+ fo…
62845
sdtempo
Get personalized workout recommendations based on your menstrual cycle phase. A…
N/A N/A 95
62846
Ashraf2hub
Enables AI agents to create, manage, and download 3D models, textures, images, …
62847
Deeptanshuu
mydy-lms Claim
An MCP server for interacting with the MyDy (Moodle-based) LMS, enabling attend…
62848
paulaigue
Provides read-only access to Trading 212 accounts, enabling AI assistants to re…
62849
Mipiti
Lets AI coding agents generate and manage threat models, controls, assumptions,…
62850
emily397
Provides AI agents with 6 tools for searching Hugging Face models, GitHub trend…
Showing 62801–62850 of 66447 servers