MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

Submit Your Server Not listed? Add & get scored →
Score Your Own Servers Free CLI for local & internal scoring →
30006
Discovered
→
24039
Scored
→
1224
Verified
→
16961
Complete
Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24551
NimbleBrainInc
Provides access to the Context7 API for searching up-to-date documentation, cod…
 — ○ — — — — 81 —
24552
Tickory MCP Claim 1
Tickory MCP server for Binance scans, alert events, and explainability.
 — ○ — N/A N/A — 81 —
24553
swarmix-mcp Claim
AI client acquisition autopilot. 15 MCP tools for LinkedIn, Email, X, Instagram…
 — ○ ⏳ — — — — — —
24554
Aws Claw Claim
Provides a comprehensive suite of tools for interacting with AWS services like …
 — ○ ⏳ — N/A N/A — — —
24555
Ethan-IS
swift-tuist Claim
— ○ ⏳ — N/A N/A — 95 —
24556
SichengHe6
— ○ — N/A N/A — 95 —
24557
Astria-Index Claim
AI memory that works like yours. Neural pathway architecture gives your AI pers…
 — ○ ⏳ — — — — — —
24558
ejmcp
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
24559
MCP-Mirror
Enables interaction with AWS Amplify Gen2 application data through natural lang…
 — ○ — — — — 81 —
24560
An AI-powered conversational assistant that builds detailed user investment pro…
 — ○ ⏳ — — — — — —
24561
An AI blog automation server that uses a 'Creative DNA' system to generate pers…
 — ○ ⏳ — — — — — —
24562
PenTest-duck
Grep.app Search Claim 1
MCP server for https://grep.app
 — ○ ⏳ — N/A N/A — 95 —
24563
Prompeteer
server Claim
— ○ — N/A N/A — 95 —
24564
olivier-motium
x-ai-mcp Claim 1
An MCP server that integrates X (Twitter) API access with Grok-powered intellig…
 — ○ ⏳ — — — — 81 —
24565
A Model Context Protocol server that enables management of RPG Maker MZ and MV …
 — ○ ⏳ — N/A N/A — — —
24566
An extension-based MCP server that enables AI assistants to control your existi…
 — ○ ⏳ — N/A N/A — — —
24567
DurkDiggler
Enables LLMs to execute common security testing tools like nmap, sqlmap, hydra,…
 — ○ ⏳ — — — — 81 —
24568
Adamovskiy
test Claim
— ○ ⏳ — N/A N/A — 95 —
24569
attilad
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
 — ○ ⏳ — — — — 81 —
24570
Look up Gulf Arabic words with pronunciation, example sentences, and cultural c…
 — ○ ⏳ — — — — — —
24571
Enables AI assistants to resurrect expired domains by fetching archived URLs, s…
 — ○ ⏳ — — — — — —
24572
An MCP server that uses AI to analyze code diffs and transform vague commit mes…
 — ○ ⏳ — N/A N/A — — —
24573
Lore Agent Claim
A self-improving knowledge agent that provides local retrieval, web research, a…
 — ○ ⏳ — — — — — —
24574
A starter project for rapidly developing Model Context Protocol (MCP) servers u…
 — ○ ⏳ — N/A N/A — — —
24575
A foundational project for quickly developing Model Context Protocol servers us…
 — ○ ⏳ — N/A N/A — — —
24576
lisearantes
Enables interaction with Azure DevOps Boards through the Model Context Protocol…
 — ○ ⏳ — — — — 81 —
24577
wangshuai6491
Enables comprehensive PDF analysis and manipulation including page size analysi…
 — ○ ⏳ — N/A N/A — 95 —
24578
A starter project for rapidly developing Model Context Protocol servers using T…
 — ○ ⏳ — N/A N/A — — —
24579
Exposes 48 SAP Ariba APIs as Claude-compatible tools for managing procurement, …
 — ○ ⏳ — — — — — —
24580
bergeramit
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
 — ○ — N/A N/A — 95 —
24581
codingthailand
A template MCP server created with create-xmcp-app that demonstrates structured…
 — ○ — N/A N/A — 95 —
24582
Kroki MCP Claim
A production-ready MCP server scaffold that features built-in authentication, D…
 — ○ ⏳ — — — — — —
24583
A read-only MCP server that enables users to retrieve and interact with Backlog…
 — ○ ⏳ — — — — — —
24584
Zenii is a local AI backend with persistent memory, 18 tools, and 114 API route…
 — ○ ⏳ — — — — — —
24585
Read and manage courses, members, orders, events, posts, and settings for Loopw…
 — ○ ⏳ — — — — — —
24586
YellowMCP Claim
Reliability intelligence for remote MCP servers. Agent-native discovery for 1,7…
 — ○ ⏳ — N/A N/A — — —
24587
cloudinary
Upload, organize, search, and transform images, videos, and files with AI-power…
 — ○ ⏳ — — — — — —
24588
Nealmalhotra
calhacks-2 Claim
— ○ ⏳ — N/A N/A — 95 —
24589
consigcody94
Enables AI workflows to integrate with Notion workspaces, supporting page and d…
 — ○ ⏳ — — — — 81 —
24590
qb-mcp Claim
An MCP server that enables AI agents to interact with QuickBooks Online account…
 — ○ ⏳ — — — — — —
24591
phoenix581228
An intelligent AI assistant routing and management platform that integrates 107…
 — ○ ⏳ — N/A N/A — 95 —
24592
An MCP server that automates Aspen Custom Modeler (ACM) via COM, enabling stead…
 — ○ ⏳ — N/A N/A — — —
24593
Exposes WAVE streaming APIs as tools for AI assistants to manage live streams, …
 — ○ ⏳ — — — — — —
24594
LexQ Claim
55 MCP tools for managing business rules. Create policy groups, define rules, r…
 — ○ ⏳ — — — — — —
24595
salwks
SDS MCP Claim
Enables automated project analysis and structured development specification gen…
 — ○ ⏳ — N/A N/A — 95 —
24596
tommy
— ○ — N/A N/A — 95 —
24597
Personalised AI augmentation system — makes you better at your work, not depend…
 — ○ ⏳ — — — — — —
24598
gitwhy-mcp Claim
The shared AI context engine for git — save, search, and share the reasoning be…
 — ○ ⏳ — — — — — —
24599
Enables Claude Code to capture and analyze web page screenshots, responsive lay…
 — ○ ⏳ — N/A N/A — — —
24600
Provides full access to the Shopify Admin GraphQL API through 75 tools for mana…
 — ○ ⏳ — — — — — —
Showing 24551–24600 of 30006 servers
« Prev 1 … 490 491 492 493 494 … 601 Next »