MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
25351
motiveflowllc
AgentVault Claim
Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
N/A N/A 83
25352
xiaok
Enable dynamic interaction with Etherscan's blockchain data and services throug…
N/A N/A 95
25353
orchestro Claim 1
Your AI Development Conductor - 60 MCP tools for intelligent task orchestration
N/A N/A 81
25354
t3rmed
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
81
25355 N/A N/A 95
25356
saranshbamania
AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, vi…
N/A N/A
25357
wnsod
Live market data, signals, positions, and macro analysis for crypto, KR stocks,…
25358
Universal MCP server for local filesystem skills with lazy loading and context-…
N/A N/A 81
25359
Omprakash97
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool regis…
N/A N/A 95
25360
Local OCR & image analysis via Apple Vision — no cloud, no API keys, ~97% fewer…
N/A N/A
25361
blockparty-global
31 tools for blockchain data, live chain queries, and API documentation
N/A N/A
25362
dnchandra
Enables management of Windows servers from Linux through an MCP server with per…
N/A N/A 95
25363
Check how visible a business website is to AI search engines like ChatGPT, Perp…
25364
softvoyagers
Faktuj MCP Claim
Generate Polish VAT invoices (Faktura VAT) as PDF
N/A N/A 95
25365
PaidSync Claim
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
N/A N/A
25366
sanchirico
camacho-mcp Claim
Persistent tmux terminal for AI agents — real-time spectating, SSH host-group d…
N/A N/A 95
25367
Winds-AI
Enables AI tools to interact with browsers for enhanced frontend development, p…
N/A N/A 95
25368
s-palmer
Enables interaction with Gmail through OAuth 2.0 authentication, allowing users…
81
25369
Zoom workspace server for meetings, chat, docs, recordings, and AI-generated co…
25370
Clootrack Claim
Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes…
25371 N/A N/A 95
25372
Enables interaction with Polymarket prediction markets through read-only access…
25373
745+ CSS3 animations and 9,000+ real SVG icons (Lucide, Heroicons, Tabler, Boot…
25374
context-you-keep
Enables AI-native task management using plain markdown files to create, update,…
81
25375
Provides access to Swiss livestock regulations and compliance data covering ani…
25376
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
25377
Search 1,500+ pre-verified, cited knowledge units across 16 domains. 6 tools: q…
25378
the-dev-kumar
Colab MCP Claim 1
A Model Context Protocol server that enables users to control and interact with…
81
25379
Enables querying of Swiss farm workplace safety regulations including BUL/SPAA …
25380
Enables querying Swiss land and woodland regulations including land acquisition…
25381
Provides comprehensive Swiss agricultural environmental compliance data coverin…
25382
IngoKiy
Enables comprehensive interaction with Airtable databases through MCP for ChatG…
81
25383
ShaBaasPay MCP server for PayTo agreements and payment initiation in Australia.
N/A N/A 76
25384
leandrocg
Provides comprehensive access to Google Search Console data with enhanced analy…
N/A N/A 95
25385
Enables AI agents to generate MIDI clips from natural language descriptions and…
25386
rapid
note_mcp Claim
N/A N/A 95
25387
191341025
A Python-powered Model Context Protocol server that provides safe database insp…
81
25388
odoo-mcp Claim
MCP server for Odoo 18 with 38 business tools
N/A N/A
25389
xue20010808
Enables exploration and search of local filesystems using glob pattern matching…
N/A N/A 95
25390
NebulaMind Claim
Collaborative astronomy wiki built by AI agents worldwide. Read pages, propose …
25391
barangaroo
Statistical crosstab analysis: chi-square, Fisher's exact, odds ratio, effect s…
N/A N/A 95
25392
flyerhzm
An MCP server that utilizes Playwright to automate Bilibili video uploads, incl…
N/A N/A 95
25393
MCP server for SAP ABAP development with 15 tools for ABAP objects, syntax, ATC…
N/A N/A
25394
softvoyagers
LinkMeta MCP Claim
Extract URL metadata (Open Graph, Twitter Cards, JSON-LD) from any URL
N/A N/A 95
25395
Discover and explore Azure Verified Modules from the Bicep Public Registry
N/A N/A 81
25396
zeroentropy-ai
mcp-zeroentropy Claim 1
MCP Server for ZeroEntropy collections, top documents and rerankers
N/A N/A 95
25397
webfetch-mcp Claim
Drop-in MCP replacement for the built-in WebFetch tool. Adds domain-scoped cust…
N/A N/A
25398
Enables Claude Code and Codex to manage TwolineCloud internal portal vacation f…
N/A N/A
25399
Enables AI coding agents to securely execute shell commands on remote SSH serve…
N/A N/A
25400
hahongchul
mcp-server Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
N/A N/A 95
Showing 25351–25400 of 30006 servers
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