MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17451
webpeel
webpeel Claim
Smart web fetcher for AI agents with auto-escalation from HTTP to headless brow…
D 48 55 60 31 0 69 81
17452
Enapter
MCP server providing tools for AI-agents to interact with Enapter EMS.
D 48 44 54 0 60 81
17453
CDataSoftware
Amazon DynamoDB MCP Server by CData
D 48 43 58 0 N/A 34 95
17454
BACH-AI-Tools
Provides access to comprehensive weather data including current conditions, for…
D 48 55 50 60 0 56 78
17455
uupt-mcp
Enables AI agents to create and manage delivery orders through UU跑腿 (UU Errands…
D 48 55 56 60 0 43 78
17456
BACH-AI-Tools
An MCP server that provides access to current weather data and 5-day forecasts …
D 48 44 35 50 24 80
17457
Plagtech
Spraay Claim
Full-stack DeFi infrastructure for AI agents on Base. 63 pay-per-call tools acr…
D 48 55 90 10 0 48 81
17458
Fluke-Studio
Enrich any UK business with Companies House, Google Places, DNS, and social dat…
D 48 44 60 0 N/A 73 61
17459
MarketplaceAdPros
Enables tools to interact with Amazon Advertising, analyzing campaign metrics a…
D 48 44 56 10 48 76
17460
hjarni
hjarni Claim
Markdown-based note-taking with a hosted MCP server. Your notes serve you and y…
D 48 44 54 10 43 81
17461
TheSandemon
AI LLM with Gemini, MiniMax, Replicate, OpenRouter. Vision, search, code review…
D 48 55 72 41 0 37 81
17462
CDataSoftware
Oracle MCP Server by CData
D 48 43 58 0 N/A 34 95
17463
abj453demo
MCP OAuth Gateway Claim
A transparent proxy server that simplifies authentication by chaining its own O…
D 48 55 60 65 0 32 78
17464
CDataSoftware
MariaDB MCP Server by CData
D 48 43 58 0 N/A 34 95
17465
onepersonunicorn
AI-powered League of Legends tool that simulates mock matches and compares summ…
D 47 53 66 26 0 42 95
17466
adobe-rnd
A wrapper for mcp-remote that provides secure authentication for protected MCP …
D 47 55 60 43 0 45 81
17467
sheawinkler
Private-by-default, local-first memory/context/task orchestrator for MCP apps a…
D 47 55 54 46 0 55 81
17468
LembaGang
Ed25519-signed market-state receipts for 28 exchanges. Fail-closed pre-trade ga…
D 47 55 72 46 0 27 81
17469
Exidian-Tech
Placed MCP Server Claim
Provides access to 47 AI-powered career tools for resume building, job tracking…
D 47 55 72 27 0 45 83
17470
SawadaGoki
AllGoodInsp Claim
Structured design references from 1,000+ curated websites for AI-powered web de…
D 47 44 54 10 39 81
17471
dmarc-examiner
Connects DMARC monitoring data to AI assistants to facilitate the analysis of e…
D 47 44 58 10 32 81
17472
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that provides programmatic access to…
D 47 55 60 62 0 21 81
17473
BACH-AI-Tools
Provides access to the LinkedIn Sales Navigator API without requiring browser c…
D 47 55 54 57 0 45 76
17474
robkisk
Enables LLM-powered tools to interact with Databricks clusters, jobs, notebooks…
D 47 55 72 41 0 29 81
17475
atlassian
Atlassian Rovo MCP Server
D 47 55 64 38 0 49 82
17476
metorial
The engine powering hundreds of thousands of MCP connections 🤖 🔥
D 47 53 54 45 0 37 95
17477
scrapfly
mcp Claim
Scrape any website, extract structured data, and collect web content at scale w…
D 47 53 88 0 0 38 95
17478
BACH-AI-Tools
Enables validation of single or bulk WhatsApp numbers and retrieval of account …
D 47 55 50 57 0 45 80
17479
Arize-ai
Phoenix MCP Server is an implementation of the Model Context Protocol for the A…
D 47 55 56 27 0 79 81
17480
mia-platform
console-mcp-server Claim
The official MCP Server from Mia-Platform to interact with Mia-Platform Console
D 47 55 50 30 0 81 83
17481
BACH-AI-Tools
Enables users to convert YouTube videos to MP3 format with optional trimming ca…
D 47 55 50 60 0 45 81
17482
BACH-AI-Tools
Provides access to the Nutrition By Api Ninjas API to extract detailed nutritio…
D 47 55 50 60 0 42 81
17483
amirlazarovich-git
Enables interaction with the Sond Core API through the Model Context Protocol. …
D 47 53 60 50 0 21 95
17484
competlab
Competitive intelligence platform with 24 tools. Monitor competitor pricing, co…
D 47 44 58 0 46 81
17485
PolicyLayer
Intercept Claim
Control every MCP tool call your agent makes. Set budgets, approvals, and hard …
D 47 53 60 10 0 71 95
17486
YFGaia
gaia-x Claim
Gaia-X 基于AI新范式的下一代企业级AI应用平台。Gaia-X旨在实现类人脑的、针对企业办公业务场景的AI化赋能,包括一系列新颖而稳定的企业级AI功能,…
D 47 53 54 25 0 65 92
17487
alramalho
mcp-guard Claim
An HTTP proxy that secures MCP servers by intercepting tool calls and blocking …
D 47 55 66 47 0 35 80
17488
BACH-AI-Tools
Enables downloading MP3 audio files from YouTube videos by providing a YouTube …
D 47 55 50 60 0 45 80
17489
BACH-AI-Tools
Provides access to Douyin (TikTok China) API for searching videos, retrieving u…
D 47 55 50 57 0 47 78
17490
box
The Box MCP server allows third party AI agents to securely and seamlessly acce…
D 47 44 58 10 33 81
17491
tom18a
SiteVitals Claim
Monitor website health, uptime, SEO, security and performance via your AI assis…
D 47 44 52 10 41 81
17492
lintbase
lintbase-mcp Claim
Real-time Firestore schema context for AI coding agents. Stop hallucinating fie…
D 47 53 56 46 0 33 95
17493
theclarityproject
Transform your browser traffic into powerful tools for AI using Clarity MCP. Ca…
D 47 53 48 63 0 24 95
17494
BACH-AI-Tools
Provides access to Open Ai21 API services including chatbots (GPT-3.5, Claude 3…
D 47 55 50 57 0 45 82
17495
BACH-AI-Tools
Provides access to a malicious URL database API, enabling users to search, list…
D 47 55 50 60 0 45 81
17496
Pharaoh-so
AI reads your codebase like a book - one page at a time. Pharaoh gives it the i…
D 47 44 54 10 39 81
17497
BACH-AI-Tools
Enables users to search for and retrieve detailed information about celebrities…
D 47 55 50 60 0 45 81
17498
BACH-AI-Tools
Enables real-time scanning of URLs for malicious content, spam/gray classificat…
D 47 55 50 60 0 45 81
17499
OpenZeppelin
A Model Context Protocol (MCP) server that allows AI agents to generate secure …
D 47 55 60 20 0 77 83
17500
artvepa80
HefestoAI Claim
Pre-commit code quality guardian. Detects semantic drift in AI-generated code.
D 47 55 60 27 0 66 83
Showing 17451–17500 of 30006 servers
« Prev 1 348 349 350 351 352 601 Next »