MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

48680
Discovered
29623
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48601
mutamiri-sudo
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
48602
CSOAI-ORG
focus-timer-ai-mcp MCP server by MEOK AI Labs
N/A N/A
48603
childrentime
reactuse Claim
MCP server for the [ReactUse](https://reactuse.com) library — 110+ React Hooks …
N/A N/A
48604
riccardo-larosa
A Model Context Protocol server implementation using StreamableHTTPServerTransp…
81
48605
sfls1397
Enables semantic search across Apple Mail, Messages, Calendar, and Contacts on …
N/A N/A 95
48606
dmang-dev
mcp-bizhawk Claim
Drive the [BizHawk](https://github.com/TASEmulators/BizHawk) multi-system emula…
N/A N/A
48607
null
This MCP (Model Context Protocol) server provides access to UNHCR data through …
81
48608
pipeworx-io
Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion u…
48609
boring
boring Claim
Automate planning, implementation, and verification of code across your project…
N/A N/A 95
48610
pipeworx-io
Provides satellite orbital elements (TLE / GP data) for any tracked object via …
48611
leon-jarvis1
habitca-mcp Claim
Exposes the Habitica v3 API as MCP tools, allowing AI assistants to read and ma…
48612
Digidai
Converts any web page to clean Markdown, handling JS-heavy SPAs, paywalled cont…
48613
Omprakash97
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool regis…
N/A N/A 95
48614
rex
A comprehensive Model Context Protocol (MCP) server for Obsidian on macOS. It p…
N/A N/A
48615
IAMSamuelRodda
Enables AI assistants to manage Joplin Notes through the Web Clipper API, suppo…
N/A N/A 95
48616
mgao
JobDataLake Claim
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
81
48617
buska
Buska Claim
Buska is a social listening and B2B lead generation tool that monitors 30+ plat…
81
48618
jjunmomo
A Model Context Protocol server that enables Claude to help developers implemen…
81
48619
mirenqinggege
postgres-mcp Claim
A Postgres MCP server with index tuning, explain plans, health checks, and safe…
48620
bch1212
agentvault Claim
Credential vault for AI agents — Fernet-encrypted keys, per-agent budgets, audi…
N/A N/A
48621
recursive
caliper Claim
Caliper is an MCP server that accepts 3D geometry files and returns structured …
N/A N/A 95
48622
pratik
test-mcp Claim
N/A N/A 95
48623
turnono
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
N/A N/A 95
48624
tchoupoGuy
basic-mcp Claim
A Model Context Protocol server that exposes tools and resources for fetching G…
48625
darcycui
A Python-based MCP server that predicts tomorrow's weather. It can be used remo…
N/A N/A
48626
Sladck
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
N/A N/A 95
48627
Discover and explore Azure Verified Modules from the Bicep Public Registry
N/A N/A 81
48628
xianian17
ggb Claim
N/A N/A 95
48629
Moestradamus-Productions
A development framework for restaurant booking automation that is currently onl…
N/A N/A 95
48630
zturner1
Enables AI assistants to interact with local ComfyUI installations to list node…
N/A N/A 95
48631
bakhtiersizhaev
Unofficial MCP server connecting OpenEvidence to AI agents via authenticated br…
N/A N/A
48632
Replicant-Partners
Enables AI-powered web data extraction and research through Firecrawl's Agent A…
81
48633
MohamedElashri
An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.
48634 N/A N/A 95
48635
Pcw-Life
Provides a comprehensive suite of 56 tools for the management and automation of…
N/A N/A 95
48636
sebastian1747
Search for local businesses worldwide. Structured data optimized for AI agents.…
81
48637
WaterSippin
OSRS MCP Server Claim 1
MCP Server for interacting with Old School RuneScape Wiki API and game data fil…
81
48638
vfxprojoe
AI-powered media & entertainment intelligence — research, briefs, and market da…
N/A N/A 83
48639
yoloshii
An open-source deep research MCP server that provides multi-source web search a…
48640
amxkifir
Enables users to search, compare, and retrieve detailed information about World…
81
48641
git-fabric
A composable semantic memory layer that provides cross-project recall and sessi…
81
48642
madebyaris
A Model Context Protocol (MCP) server that enables multiple AI agents to share …
N/A N/A
48643
brnbco
Hello Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
N/A N/A 95
48644
TriangleLabs
Search for high-resolution UI design inspirations from Dribbble by simply enter…
N/A N/A 95
48645
awjaq
mcp-server Claim
N/A N/A 95
48646
talkincode
基于FastMCP的HyperLiquid交易MCP服务器,为AI助手提供市价/限价订单、仓位管理、市场数据等工具,支持与HyperLiquid永续合约和现货…
48647
cool_web_tool
Run **full SEO site audits** from ChatGPT and other MCP clients via **Cool Web …
N/A N/A 95
48648 N/A N/A 95
48649 N/A N/A 95
48650
axel-belfort
Color palette generation API for AI agents. Generate harmonious palettes from a…
81
Showing 48601–48650 of 48680 servers