MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59651
TheOctMind
A production-grade MCP server for Fireberry CRM that enables LLMs to query, cre…
59652
TunnelMind
Tracker / Sigil / Cross-lens — every TunnelMind Data API operation as one MCP s…
59653
salemaziel
Enables to manage Ghost CMS instance using LLM interfaces. Supports comprehensi…
59654
clauxel
Permission boundary receipts for ChatGPT agents.
59655
aurekai
aurekai-mcp Claim
Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and …
N/A N/A
59656
hsiangjenli
A DevOps-friendly template for building MCP servers with CI/CD, Docker support,…
81
59657
CSOAI-ORG
NIS2 Directive (EU 2022/2555) compliance for AI agents. 10 Article 21 risk-mana…
N/A N/A
59658
kalleeh
MCP server for generating and editing images using Amazon Nova Canvas, Stable D…
81
59659
barangaroo
Statistical crosstab analysis: chi-square, Fisher's exact, odds ratio, effect s…
N/A N/A 95
59660
ThomasJanssen-tech
MCP_Server Claim
Enables querying Crunchbase company data through Claude Desktop using natural l…
59661
NolanLT
A headless, agent-controllable real browser as an MCP server that enables AI ag…
N/A N/A
59662
erhankeseli
An MCP server that gives AI assistants direct access to SAP HANA performance da…
59663
npow
Provides real-time Stripe subscription analytics including MRR, churn, failed p…
59664
Tsukigakure-gawa
Enables dynamic persona injection and post-processing for LLM conversations thr…
N/A N/A
59665
Jctechbr
PacketMaster Claim
MCP server for network-troubleshooting PCAP analysis via tshark, enabling users…
N/A N/A
59666
Arctusol
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
N/A N/A 95
59667
karan
testnasiko Claim
N/A N/A 95
59668
va99
Starterbox Claim
A meta-MCP server that helps users install and configure other MCP servers dire…
N/A N/A 95
59669
CSOAI-ORG
Nist Rmf Ai MCP server. Tools: assess risk profile, map ai impact, generate ris…
N/A N/A
59670
dcol3
Live Excel MCP server for macOS that interacts with running Excel instances in …
N/A N/A
59671
lovelyXiaoQi
An MCP server that captures and analyzes function-level profiling data from Net…
N/A N/A
59672
micaelmalta
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
81
59673
WayneLiu519888
An intelligent MCP toolset for software testers that monitors code changes, ana…
59674
Brand-System
Make your brand machine-readable. Extract identity from any website into tokens…
N/A N/A 95
59675
lazymac2x
Cloudflare Workers MCP server: font-metadata
59676
P4ST4S
mcp-a11y Claim
Enables auditing web pages for WCAG violations, applying deterministic fixes an…
N/A N/A
59677
soapboxbuild
arcadia-mcp Claim
MCP server for the Arcadia Arc utility data API, enabling retrieval of bill dat…
59678
pquattro
MemoraEU Claim
Zero-knowledge persistent memory layer for AI agents. Encrypted client-side, ho…
N/A N/A 75
59679
sharpninja
MCP Server Claim
Workspace-scoped AI agent infrastructure for .NET enabling context retrieval, T…
59680
ThomasKaragiannopoulos
Enables autonomous generation of long-form YouTube documentaries (15-25 minutes…
N/A N/A
59681
alyiox
ClickHouse Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
N/A N/A
59682
bhattapankaj
Synapse Claim
Enables AI clients to store and semantically recall durable memories across ses…
59683
ViktorMotor
Enables AI assistants to control the Comet browser via Chrome DevTools Protocol…
N/A N/A
59684
vito1317
MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, …
N/A N/A
59685
kadam-official
Kadam advertising platform — manage ads, campaigns, creatives, audiences and st…
N/A N/A
59686
jams24
Enables AI agents to manage crypto payments, stores, products, and orders throu…
59687
ezesubu
Enables AI clients like Claude Code, Cursor, or VS Code to drive the Unreal Edi…
N/A N/A
59688
walkerpauldavid
Enables interaction with Omada Identity Governance and Administration system fo…
59689
TJaraC
Enables AI IDEs to query Figma design tokens, component specs, and audit issues…
N/A N/A
59690
ClassiFinder
Scans text for leaked secrets and credentials, and redacts them before sending …
59691
clauxel
A paid remote MCP for AI SDK benchmark dashboard, built to return verdicts, rec…
59692
ktmage
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
N/A N/A
59693
BACH-AI-Tools
Generates passwords with customizable length, special characters, numbers, and …
59694
guozhiwei01
ai-ssh-mcp Claim
Enables natural language SSH server management via Claude Code, allowing users …
N/A N/A
59695
isucorp-taimiralain
Enables posting content, sharing articles, and managing LinkedIn profile throug…
N/A N/A
59696
yuaotian
sanshu Claim
An AI-assisted programming enhancement system that integrates decision-making, …
N/A N/A
59697
homecastr Claim 1
Home price forecasts for any US address or neighborhood. P10/P50/P90 bands acro…
N/A N/A 81
59698
wtfisai
smithery-mcp Claim
N/A N/A 95
59699
girste
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
N/A N/A 95
59700
trotsky1997
Extracts text from images using PaddleOCR and outputs results in markdown forma…
N/A N/A
Showing 59651–59700 of 59785 servers