MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59651
npow
Provides real-time Stripe subscription analytics including MRR, churn, failed p…
59652
Tsukigakure-gawa
Enables dynamic persona injection and post-processing for LLM conversations thr…
N/A N/A
59653
Jctechbr
PacketMaster Claim
MCP server for network-troubleshooting PCAP analysis via tshark, enabling users…
N/A N/A
59654
Arctusol
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
N/A N/A 95
59655
karan
testnasiko Claim
N/A N/A 95
59656
va99
Starterbox Claim
A meta-MCP server that helps users install and configure other MCP servers dire…
N/A N/A 95
59657
CSOAI-ORG
Nist Rmf Ai MCP server. Tools: assess risk profile, map ai impact, generate ris…
N/A N/A
59658
dcol3
Live Excel MCP server for macOS that interacts with running Excel instances in …
N/A N/A
59659
lovelyXiaoQi
An MCP server that captures and analyzes function-level profiling data from Net…
N/A N/A
59660
micaelmalta
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
81
59661
WayneLiu519888
An intelligent MCP toolset for software testers that monitors code changes, ana…
59662
Brand-System
Make your brand machine-readable. Extract identity from any website into tokens…
N/A N/A 95
59663
lazymac2x
Cloudflare Workers MCP server: font-metadata
59664
P4ST4S
mcp-a11y Claim
Enables auditing web pages for WCAG violations, applying deterministic fixes an…
N/A N/A
59665
soapboxbuild
arcadia-mcp Claim
MCP server for the Arcadia Arc utility data API, enabling retrieval of bill dat…
59666
pquattro
MemoraEU Claim
Zero-knowledge persistent memory layer for AI agents. Encrypted client-side, ho…
N/A N/A 75
59667
sharpninja
MCP Server Claim
Workspace-scoped AI agent infrastructure for .NET enabling context retrieval, T…
59668
ThomasKaragiannopoulos
Enables autonomous generation of long-form YouTube documentaries (15-25 minutes…
N/A N/A
59669
alyiox
ClickHouse Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
N/A N/A
59670
bhattapankaj
Synapse Claim
Enables AI clients to store and semantically recall durable memories across ses…
59671
ViktorMotor
Enables AI assistants to control the Comet browser via Chrome DevTools Protocol…
N/A N/A
59672
vito1317
MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, …
N/A N/A
59673
kadam-official
Kadam advertising platform — manage ads, campaigns, creatives, audiences and st…
N/A N/A
59674
jams24
Enables AI agents to manage crypto payments, stores, products, and orders throu…
59675
ezesubu
Enables AI clients like Claude Code, Cursor, or VS Code to drive the Unreal Edi…
N/A N/A
59676
walkerpauldavid
Enables interaction with Omada Identity Governance and Administration system fo…
59677
TJaraC
Enables AI IDEs to query Figma design tokens, component specs, and audit issues…
N/A N/A
59678
ClassiFinder
Scans text for leaked secrets and credentials, and redacts them before sending …
59679
clauxel
A paid remote MCP for AI SDK benchmark dashboard, built to return verdicts, rec…
59680
ktmage
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
N/A N/A
59681
BACH-AI-Tools
Generates passwords with customizable length, special characters, numbers, and …
59682
guozhiwei01
ai-ssh-mcp Claim
Enables natural language SSH server management via Claude Code, allowing users …
N/A N/A
59683
isucorp-taimiralain
Enables posting content, sharing articles, and managing LinkedIn profile throug…
N/A N/A
59684
yuaotian
sanshu Claim
An AI-assisted programming enhancement system that integrates decision-making, …
N/A N/A
59685
homecastr Claim 1
Home price forecasts for any US address or neighborhood. P10/P50/P90 bands acro…
N/A N/A 81
59686
wtfisai
smithery-mcp Claim
N/A N/A 95
59687
girste
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
N/A N/A 95
59688
trotsky1997
Extracts text from images using PaddleOCR and outputs results in markdown forma…
N/A N/A
59689
eh24905-wiz
gcal-mcp Claim
A Model Context Protocol (MCP) server for read-only Google Calendar integration…
59690
lock3r
A project-scoped private journaling and semantic search server for Claude, usin…
N/A N/A
59691
chyinan
Enables AI assistants to directly read, edit, and manipulate Word documents, su…
N/A N/A
59692
JDS300
Limitless Claim
A portable self-hosted memory layer for AI tools, storing context, memories, an…
59693
chameleonscool
A multi-modal user intent collection MCP server that allows AI agents to ask us…
59694
Openfinanceorg
openfinance Claim
Connect your financial accounts to view balances, search transactions, and get …
N/A N/A 83
59695
agentic-ph
Provides unified search across multiple icon libraries with fuzzy search, cachi…
59696
robino16
codeembed Claim
Embeds your codebase into a local vector and graph database and exposes it as a…
N/A N/A
59697
FYTJ
An MCP server that exposes LLDB debugging capabilities, enabling AI-assisted in…
N/A N/A
59698
Ambrose1
AI-powered video clipping server that analyzes subtitles and audio to detect hi…
N/A N/A
59699
agorus-ai
MCP server for the Agorus AI agent marketplace, exposing API operations as tool…
N/A N/A
59700
jkolarov
Enables AI agents to create and manage trackable QR codes (URLs, Wi-Fi, WhatsAp…
Showing 59651–59700 of 59785 servers