MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51551
midodimori
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
51552 N/A N/A 95
51553
mechreaper007x
ClipACanvas Claim
Render HTML/CSS/JS/SVG animations into high-quality MP4 videos. Exposes render …
51554
rice-awa
Enables AI-driven interactions with Minecraft through a WebSocket-based server …
51555
masamitsu-konya
mindnode-mcp Claim
Enables reading and writing MindNode mind maps directly by parsing their on-dis…
N/A N/A
51556
Wasim-Shaikh25
MCP server that connects AI assistants to your Jira site, supporting PAT or SSO…
N/A N/A
51557
Imageomics
SongSage Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
N/A N/A
51558
navin2031992
Connects AI assistants to FIS IntelliMatch SQL Server database for read-only BA…
N/A N/A
51559
njoppi2
Provides browser automation capabilities using Playwright, allowing LLMs to int…
N/A N/A
51560
PhanHug93
Transforms AI coding assistants into context-aware developers by auto-detecting…
51561
zhaohongyuziranerran
Enables creating and managing automated workflows with triggers, actions, webho…
51562
SeanPedersen
Transcribe YouTube videos for LLM chat applications. Supports fetching transcri…
51563
ServiceWare20
Model Context Protocol (MCP) server for the MetaWealth Asset Launch Dashboard. …
51564
Kumbaya-xyz
kumbaya-mcp Claim
Live access to Kumbaya's DEX, launchpad, social data, and search on MegaETH thr…
51565
Hobbydefiningdoctory
capman-mcp Claim
Exposes capman capability manifests as typed, governed MCP tools for use with C…
N/A N/A
51566
dabielf
mcp-brain Claim
A personal second brain on Cloudflare Workers that stores knowledge as a semant…
51567
15195999826
Query Godot Engine documentation with full-text search across classes, methods,…
N/A N/A
51568
Lufthaven
lufthaven Claim
Provides real-time flight status, airport weather, delays, cheap flight deals, …
51569
KerbalTheGathering
comfyui-mcp Claim
MCP server exposing a local (or LAN) ComfyUI instance's HTTP API as tools, so a…
N/A N/A
51570
shivamprasad1001
Enables AI assistants to track and manage expenses, including adding, viewing, …
N/A N/A
51571
koraykoylu
IBAN validation, extraction, format specs, and BIC/SWIFT lookup tools for AI as…
51572
watsonrm
Query 237 features from Shopify's Spring '26 Edition with per-claim trust ratin…
51573
Peter-N91
An outbound MCP server that exposes a squad of 98 advisory agents as five model…
51574
harshithsunku
Provides fast, indexed code navigation (definitions, references, callers, etc.)…
N/A N/A
51575
simonChoi034
A multi-provider MCP server that enables AI agents to generate and edit images …
51576
micaelmalta
Enables AI assistants to interact with Datadog APIs for querying metrics, logs,…
51577
ThakurAnketPratapSingh
Enables MCP-compatible clients to delegate senior software engineering tasks li…
N/A N/A
51578
codex-curator
Enables AI agents to perform hybrid semantic+keyword search over structured mar…
51579
odoo-dgoo2308
Enables interaction with Odoo instances via XML-RPC, supporting CRUD operations…
51580
wazyee
Enables Claude to read and send WhatsApp messages through a self-hosted REST AP…
51581
coderman002
A secure, production-grade MCP server that provides filesystem operations, AST …
N/A N/A
51582
obirimensah05
wa-bridge Claim
A self-hosted WhatsApp bridge that exposes a stdio MCP server with ~20 tools fo…
N/A N/A
51583
AaadityaG
Analyzes any codebase to detect project type, languages, frameworks, entry poin…
N/A N/A
51584
tuannvm
Enables Claude to analyze codebases, search the web, process images, and brains…
N/A N/A
51585
robertocirillo
Let existing MCP servers ask for missing required tool arguments through MCP el…
N/A N/A
51586
jordiagi
L402 Gateway Claim
Enables AI agents to manage Bitcoin micropayments, service offers, and escrow c…
51587
citizenofthecloud
MCP server for Citizen of the Cloud — agent identity verification, trust scorin…
51588
sagebynature
manim-server Claim
An MCP server that enables creating and rendering Manim animations by building …
51589
NoBanks
trane-mcp Claim
Provides AI agents with read access to Trane Tracer SC+ building automation sys…
51590
guptaprakhariitr
Validates Indian GSTIN numbers with structural checks, embedded PAN extraction,…
51591
Abhinav140203
Enables performing arithmetic operations (add, subtract, multiply, divide, powe…
51592
pokkop280
Connect Claude to your personal Telegram account via MTProto to read messages, …
N/A N/A
51593
wyre-technology
An MCP server for Datto SaaS Protection, providing tools to manage cloud backup…
51594
Auriti-Labs
Total Recall Claim
Persistent cross-session memory for AI coding assistants, automatically capturi…
N/A N/A
51595
M0-AR
MCP server for the GSD (Get Shit Done) lifecycle framework. Exposes GSD project…
N/A N/A
51596
bramleyjl
notion-mcp Claim
Personal Notion MCP server with tools for task management, wrapping the Notion …
51597
sabari245
Enables web search, page fetching, and AI-powered research via DuckDuckGo, with…
51598
EasonTechno
Exposes a Linux host with shell, Python, and filesystem tools as MCP tools over…
51599
LostSyscall
py-sandbox Claim
Enables AI agents to execute arbitrary Python code securely in a sandboxed envi…
51600
AppiumTestDistribution
Provides resources and tools for generating Appium mobile gesture code (tap, sw…
Showing 51551–51600 of 67226 servers