MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

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59993
Discovered
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29913
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2112
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16953
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Last updated 29 minutes ago

Grade Distribution

Score Distribution

Newly Added

Custosa Tools F ENYAL by Greenland AI F DeskCrew F Checkmails — Email Verification F portfolio F

Biggest Gainers

DoorProfit Crime & Neighborhood Data +51 zobrx +40 NORMA MCP Server +18

Biggest Drops

WashPulse -58 Deepfake-Sentinel -58 VeriGhost-Clarity -58
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59901
brownjl01
Turns your UniFi Network Controller into programmable tools for querying and mo…
 — ○ ⏳ — N/A N/A — — —
59902
yusukebe
A TODO management MCP server using Cloudflare Workers and D1 database, enabling…
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59903
TOOEASY-crew
Enables querying Shopify store data (products, customers, orders) via GraphQL A…
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59904
unriddleautomation
xpoz Claim
— ○ ⏳ — N/A N/A — 95 —
59905
bartolli
codanna Claim
Local code intelligence MCP server and CLI for AI coding agents
 — ○ ⏳ — N/A N/A — — —
59906
Roxanne299
MCP server that proxies GPT API calls for Claude Code, supporting multiple GPT …
 — ○ ⏳ — — — — — —
59907
wyre-technology
A legacy MCP server for Avanan cloud email security, providing tools to manage …
 — ○ ⏳ — — — — — —
59908
ArkTechNWA
Provides AI assistants with safe, controlled access to PostgreSQL databases wit…
 — ○ ⏳ — — — — 81 —
59909
appmashop
MaShop MCP Claim
Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any …
 — ○ ⏳ — — — — — —
59910
kloudle
Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…
 — ○ ⏳ — — — — 81 —
59911
nitram509
Enhanced Model Context Protocol (MCP) server for Odoo ERP with advanced tools f…
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59912
camoran89
mcp-commits Claim
MCP server providing commit rules with SemVer and conventional commits format f…
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59913
ncsound919
VibeServe Claim
A production-grade MCP server that turns natural language intent into fully-arc…
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59914
Woorim-Chun
An AI reading companion that curates next books based on the Chicago Plan curri…
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59915
Moddable-Games
15 tools for chess variant analysis, hex map generation, and board game utiliti…
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59916
BACH-AI-Tools
Enables creation, reading, and manipulation of Excel workbooks without Microsof…
 — ○ ⏳ — — — — 81 —
59917
danntking
A Model Context Protocol (MCP) server that enables AI assistants to perform com…
 — ○ ⏳ — N/A N/A — — —
59918
1999AZZAR
Provides advanced Google Custom Search functionality, web content extraction, a…
 — ○ ⏳ — — — — — —
59919
vmanoilov
— ○ ⏳ — N/A N/A — 95 —
59920
chrishayuk
The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 bu…
 — ○ ⏳ — — — — — —
59921
maithanhduyan
pg-mcp Claim
A Model Context Protocol server for PostgreSQL that enables database operations…
 — ○ ⏳ — — — — — —
59922
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
 — ○ ⏳ — N/A N/A — 95 —
59923
lijingfz
Deploys 25 MCP tools for Apache Doris, enabling SQL execution, metadata queries…
 — ○ ⏳ — N/A N/A — — —
59924
ThinkCol
Bridges AI agents to the Lenx.ai social media monitoring API, enabling task man…
 — ○ ⏳ — — — — — —
59925
CSOAI-ORG
UK Care Quality Commission (CQC) Single Assessment Framework compliance for car…
 — ○ ⏳ — N/A N/A — — —
59926
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
 — ○ ⏳ — — — — 81 —
59927
basterboy
Enables AI assistants to interact with Zephyr Scale Cloud for test management, …
 — ○ ⏳ — — — — — —
59928
plgonzalezrx8
FastMCP server for managing a self-hosted Infisical instance, exposing tools to…
 — ○ ⏳ — — — — — —
59929
marcel-rbro
MCP Spa Claim
A hosted MCP server that provides AI agents with spa-like treatments (breathing…
 — ○ ⏳ — — — — — —
59930
SichengHe6
cq_mcp Claim
— ○ ⏳ — N/A N/A — 95 —
59931
melihzafer
goal-engine Claim
Provides persistent goal-tracking with external evaluation for agentic CLIs, en…
 — ○ ⏳ — N/A N/A — — —
59932
Hormold
Enables querying multiple AI models in parallel (Claude, Gemini, O3) and synthe…
 — ○ ⏳ — — — — — —
59933
Syncause
Enables AI agents to query runtime debugging facts (stack traces, logs, functio…
 — ○ ⏳ — N/A N/A — — —
59934
pipeworx-io
mcp-osrm Claim
Enables routing, distance matrices, nearest road snapping, GPS trace matching, …
 — ○ ⏳ — — — — — —
59935
universal-mcp
Provides a standardized interface for interacting with Fpl's tools and services…
 — ○ ⏳ — — — — — —
59936
walidb212
Anonymous TikTok & Douyin downloader — metadata, download, and batch via dltik.…
 — ○ ⏳ — N/A N/A — 83 —
59937
SoftEgLi
xhs-mcp Claim
A MCP server for Xiaohongshu that enables account login, copywriting generation…
 — ○ ⏳ — N/A N/A — — —
59938
biggerball
Enables AI assistants to look up Java class definitions and list dependencies f…
 — ○ ⏳ — N/A N/A — — —
59939
wolfe-jam
wolfe-jam Claim
One IANA-registered format. 3 MCP servers. Pick your lane. …
 — ○ ⏳ — N/A N/A — 95 —
59940
godson
— ○ ⏳ — N/A N/A — 95 —
59941
axel-belfort
Hyperliquid perpetual market data API for AI agents. Real-time order books, mid…
 — ○ ⏳ — — — — 81 —
59942
vaultry
Encrypted token store for Claude Code sessions, providing MCP tools for secure …
 — ○ ⏳ — N/A N/A — — —
59943
Honeyfield-Org
Enables searching and retrieving EU legal documents (regulations, directives, c…
 — ○ ⏳ — — — — — —
59944
sergiolopezgsiot
aha-mcp Claim
Enables natural language interaction with Home Assistant for managing entities,…
 — ○ ⏳ — — — — — —
59945
vividcode-ai
Enables GDB debugging for embedded development workflows, allowing users to sta…
 — ○ ⏳ — N/A N/A — — —
59946
eemijuntunen
An MCP server for managing OpenSearch Dashboards, enabling AI assistants to cre…
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59947
dugynoo
huly-mcp Claim
Complete MCP server for Huly project management with 209 tools across 23 catego…
 — ○ ⏳ — — — — — —
59948
kinhsach
kinhsach Claim
— ○ ⏳ — N/A N/A — 95 —
59949
signalclaude
Interagent Claim
An MCP server that enables multiple Claude Code agents to communicate, share me…
 — ○ ⏳ — N/A N/A — — —
59950
NOVA-3951
Logo.dev Claim
Search and retrieve company logos by brand or domain. Customize size, format, a…
 — ○ ⏳ — N/A N/A — 95 —
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