MCP Server Quality Scores

Independent quality analysis of 47923 public MCP servers

47923
Discovered
29604
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8501
a-yushko
MCP-CLIO Claim
Exposes Creatio CLI (CLIO) commands as tools for AI agents to manage Creatio en…
C 69 54 66 66 N/A 35 87 86
8502
khizar-anjum
Enables comprehensive cybersecurity vulnerability assessment by searching GitHu…
C 69 55 84 52 21 82 94
8503
Melostack
Connects IDEs to the Framer and Framer Motion ecosystem by providing animation …
C 69 55 72 95 N/A 30 95 34
8504
jenius-group
A server that enables control of smart home devices through the Jenius AI agent…
C 69 55 62 70 39 81 88
8505
areznik23
CC-Meta Claim 1
An MCP server that evaluates prompts using AI to provide detailed feedback on c…
C 69 55 75 83 N/A 25 95 52
8506
sethdavis512
An AI-powered MCP server that provides development tools for code analysis, doc…
C 69 54 80 48 N/A 21 95 91
8507
dennisonbertram
MCP Anvil Tools Claim
Enables AI agents to interact with Ethereum smart contracts through Anvil, prov…
C 69 55 84 61 33 80 77
8508
Racimy
Enables users to search for movies and retrieve showtimes from Allociné, includ…
C 69 55 78 52 30 81 94
8509
koji117
Oura MCP Server Claim
Provides access to Oura Ring health data, including sleep, activity, readiness,…
C 69 54 68 68 N/A 35 89 77
8510
qso-graph
iota-mcp Claim
Enables IOTA group lookup, island search, DXCC mapping, nearby groups, and prog…
C 69 54 70 42 38 94 98
8511
luoshui-coder
A TypeScript-based MCP server that lets users generate images using OpenAI's da…
C 69 55 94 40 17 80 100
8512
0x8687
Meme MCP Server Claim 1
A Model Context Protocol server that enables AI models and tools to generate me…
C 69 54 39 68 N/A 43 95 100
8513
doggybee
mcp-server-leetcode Claim 1
An MCP server that enables AI models to search, retrieve, and solve LeetCode pr…
C 69 55 55 60 50 80 99
8514
alexhholmes
MCP Obsidian Claim
Enables semantic search across Obsidian vaults using vector embeddings and Chro…
C 69 54 88 25 N/A 42 89 97
8515
Lorhlona
Utilizes Gemini API and Google Search to generate answers based on the latest i…
C 69 55 78 52 40 81 88
8516
MisterSandFR
Manage Supabase projects end to end across database, auth, storage, realtime, a…
C 69 55 86 41 N/A 31 80 98
8517
jprealini
An MCP server that automatically generates TypeScript Page Object classes and c…
C 69 54 57 55 N/A 55 87 91
8518
HeroSizy
cucumberstudio Claim 2
MCP server for Cucumber Studio - test scenarios, action words, and execution da…
C 69 55 77 87 N/A 64 92 14
8519
divslingerx
A lightweight, stateless MCP server utilizing Puppeteer for web searches, retur…
C 69 54 78 56 N/A 17 87 92
8520
sawa-zen
Sound Effects MCP Claim 1
Plays sound effects (completion, newtype, and error sounds) in response to vari…
C 69 54 72 60 N/A 28 92 85
8521
relayprotocol
Relay MCP Server Claim
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
C 69 55 66 63 36 80 92
8522
Liam8
Free live and historical cryptocurrency prices Provide real-time cryptocurrenc…
C 69 54 48 70 N/A 25 95 99
8523
Jakedismo
Aggregates multiple MCP servers behind a single, secure endpoint with unified t…
C 69 55 90 27 44 81 100
8524
z1w2r3
docxtpl MCP Server Claim
Enables Word document generation from templates using Jinja2 syntax and parsing…
C 69 55 72 51 42 81 95
8525
recallnet
An MCP server that enables AI models like Claude to interact with the Trading S…
C 69 55 81 91 26 81 49
8526
DMontgomery40
Meta MCP Server Claim 2
A tool that dynamically generates and configures MCP servers by automatically c…
C 69 54 72 51 N/A 40 87 91
8527
PatrikFehrenbach
h1-brain Claim
MCP server that connects AI assistants to HackerOne for bug bounty hunting
C 68 54 70 35 N/A 47 90 95
8528
jafforgehq
SEO Analytics MCP Claim 3
An MCP server that integrates Google Search Console and Google Analytics 4 to p…
C 68 55 45 82 N/A 29 92 85
8529
ceciliomichael
Collects user feedback with text and image support through an Electron app, all…
C 68 54 66 57 N/A 27 95 88
8530
pkj-m
Test MCP Server Claim
A sample MCP server that fetches random inspirational quotes, programming jokes…
C 68 55 78 47 21 81 100
8531
sdi2200262
eClass MCP Server Claim 1
An MCP server that enables AI agents to authenticate with and interact with Ope…
C 68 55 75 63 37 76 79
8532
BhavinPatel04
Weather MCP Server Claim
Provides access to National Weather Service (NWS) data, enabling users to retri…
C 68 55 68 100 42 81 37
8533
Sunwood-ai-labs
Ideogram MCP Server Claim 2
A Model Context Protocol server that provides image generation capabilities usi…
C 68 55 57 66 48 80 88
8534
cbunting99
Kiro MCP Memory Claim
An enhanced MCP server that provides intelligent memory and task management for…
C 68 54 70 33 N/A 41 95 100
8535
gts360
Django MCP Server Claim 1
An implementation of the Model Context Protocol for Django that enables AI agen…
C 68 55 72 60 59 81 62
8536
ragingwind
A server that enables browser-based local LLM inference using Playwright to aut…
C 68 54 62 61 N/A 18 95 93
8537
psaboia
A TypeScript-based MCP server designed for experimentation and integration with…
C 68 55 86 82 N/A 25 95 33
8538
arjunkmrm
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti …
C 68 55 66 61 26 81 99
8539
jayluxferro
Exposes Burp Suite's REST API to AI assistants, enabling users to trigger vulne…
C 68 54 66 43 N/A 33 95 98
8540
itsuzef
AbletonMCP Enhanced Claim 1
Connects Ableton Live to AI assistants through Model Context Protocol (MCP), en…
C 68 54 78 33 N/A 46 89 90
8541
overstarry
qweather-mcp Claim
a qweather mcp server
C 68 54 54 68 N/A 33 83 98
8542
rftsngl
Track SpaceX’s latest and upcoming launches. Fetch company information to add c…
C 68 54 72 33 N/A 40 95 95
8543
gendosu
Notion MCP Server Claim
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
C 68 55 92 65 46 81 41
8544
FreeRiverHouse
AbletonMCP Claim
Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…
C 68 54 66 35 N/A 48 90 100
8545
codewith1984
A Model Context Protocol compatible server that provides weather information fo…
C 68 55 66 100 N/A 22 95 37
8546
drleadflow
GHL MCP Server Claim
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
C 68 55 60 72 30 76 93
8547
DeamonDev888
WhatsApp MCP Server Claim 1
An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for…
C 68 54 61 57 N/A 35 88 93
8548
misbahsy
Provides powerful video and audio editing capabilities through FFmpeg, enabling…
C 68 55 78 31 49 81 99
8549
XGINKKK
Outlet das Cores CRM Claim 1
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
C 68 55 72 60 32 74 94
8550
autoexecbatman
A collection of Model Context Protocol servers providing advanced capabilities …
C 68 55 92 75 N/A 26 95 33
Showing 8501–8550 of 47923 servers
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