MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33946
Scored
→
2112
Verified
→
16953
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24601
eeshapatel12
Enables management of e-commerce operations including products, customers, and …
D 49 4⁄4 ◐ ⏳ 62 31 — 24 71 —
24602 D 49 3⁄3 ◐ ⏳ 28 N/A N/A 21 95 —
24603
idipankan
Provides access to Maersk vessel information including IMO numbers, vessel sche…
D 49 4⁄4 ◐ ⏳ 60 27 — 18 81 —
24604
solidus-
Atlassian MCP Claim 1
Managed Code Plugin for Cursor IDE providing integration with Atlassian product…
D 49 4⁄4 ◐ ⏳ 64 22 — 19 81 —
24605
codegraph-ai
codegraph ⚡ Claim
Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memor…
D 49 4⁄3 ◐ ⏳ 48 0 N/A 62 89 —
24606
cqyefeng119
Outlook MCP Server ⚡ Claim
An integration server that lets you control Microsoft Outlook on Windows via CO…
D 49 4⁄3 ◐ ⏳ 60 12 N/A 19 95 —
24607
Guiraud
Enables interaction with LimeSurvey API to create and manage surveys, questions…
D 49 4⁄4 ◐ ⏳ 48 41 — 19 80 —
24608
Gnayiak
cursor_mcp_installer ⚡ Claim 1
cursor\_mcp\_installer
D 49 4⁄3 ◐ ⏳ 46 12 N/A 40 96 —
24609
badrinathvm
A basic Model Context Protocol server implementation that demonstrates core fun…
D 49 4⁄4 ◐ ⏳ 56 32 — 21 78 —
24610
hoqqun
stooq-mcp Claim
Fetch real-time stock prices from Stooq without API keys. Supports global marke…
D 49 4⁄4 ◐ ⏳ 60 17 — 26 84 —
24611
eax
Programmatically generates and saves Gherkin feature files using the Model Cont…
D 49 4⁄3 ◐ ⏳ 48 27 N/A 20 95 —
24612
DannyMac180
MCP Think Tool Claim 1
An MCP server that implements the 'think' tool, providing Claude with a dedicat…
D 49 4⁄4 ◐ ⏳ 45 22 — 47 81 —
24613
Wayy-Research
Enables direct interaction with Notion through the Notion API for searching, cr…
D 49 4⁄4 ◐ ⏳ 64 20 — 19 81 —
24614
FazcomIA
Enables AI agents to perform automated security testing through Caido, providin…
D 49 4⁄4 ◐ ⏳ 50 38 — 24 78 —
24615
wintersoldier3912-a11y
Provides real-time and historical cryptocurrency market data from multiple exch…
D 49 4⁄4 ◐ ⏳ 48 36 — 25 83 —
24616
ag2-mcp-servers
An MCP server that enables interaction with Google's Display & Video 360 advert…
D 49 4⁄4 ◐ ⏳ 45 45 — 21 81 —
24617
yasboop
Enables integration with the Cliniko practice management system through MCP too…
D 49 4⁄4 ◐ ⏳ 48 42 — 16 81 —
24618
ag2-mcp-servers
An MCP server that enables interaction with Google's Fact Check Tools API, allo…
D 49 4⁄4 ◐ ⏳ 45 45 — 21 81 —
24619
QuantGeekDev
A starter template for building Model Context Protocol (MCP) servers, enabling …
D 49 4⁄3 ◐ ⏳ 56 17 N/A 20 95 —
24620
ag2-mcp-servers
MailScript MCP Server ⚡ Claim 1
An MCP server that enables interaction with the MailScript API, allowing manage…
D 49 4⁄4 ◐ ⏳ 45 45 — 21 78 —
24621
mustafa-karakoyun
weather-mcp Claim
D 49 4⁄3 ◐ ⏳ 24 68 N/A 12 90 —
24622
nickthelegend
pdf-mcp Claim
D 49 3⁄3 ◐ ⏳ 30 N/A N/A 18 95 —
24623
ag2-mcp-servers
An MCP Server that enables users to interact with Google's On-Demand Scanning A…
D 49 4⁄4 ◐ ⏳ 45 47 — 21 76 —
24624
battyht
A platform that integrates and manages APIs from ByteDance's Ocean Engine (巨量引擎…
D 49 4⁄4 ◐ ⏳ 42 46 — 24 81 —
24625
multiagentcognition
cmux-agent-mcp ⚡ Claim
A programmable terminal control plane that enables AI agents to orchestrate, mo…
D 49 4⁄3 ◐ ⏳ 66 0 N/A 43 81 —
24626
foswmine
WorkflowMCP ⚡ Claim
Enables complete product development lifecycle management through 26 MCP tools …
D 49 4⁄3 ◐ ⏳ 42 27 N/A 29 95 —
24627
nibesh0
Enables comprehensive network security scanning and vulnerability assessment us…
D 49 4⁄3 ◐ ⏳ 50 26 N/A 19 95 —
24628
hsm207
A minimal reproduction repository designed to demonstrate and test Chrome exten…
D 49 4⁄3 ◐ ⏳ 42 28 N/A 27 95 —
24629
vmm
Enables control of TP-Link Kasa smart home devices through natural language com…
D 49 4⁄3 ◐ ⏳ 36 46 N/A 13 95 —
24630
kawayiYokami
What Happen MCP ⚡ Claim
Aggregates news from 70+ platforms across categories like tech, finance, social…
D 49 4⁄4 ◐ ⏳ 54 26 — 28 81 —
24631
shashwatgtm
Professional GTM consultation MCP server with EPIC framework
D 49 4⁄3 ◐ ⏳ 46 22 N/A 29 94 —
24632
gfuener
A management interface for MCP servers built with Angular 17 and Bootstrap 5.
D 49 4⁄3 ◐ ⏳ 46 27 N/A 23 95 —
24633
ag2-mcp-servers
An MCP server that enables interaction with Google Cloud's Workload Manager API…
D 49 4⁄4 ◐ ⏳ 45 47 — 21 78 —
24634
ccnn2509
Provides SEO automation with tools for keyword research, SERP analysis, and com…
D 49 4⁄4 ◐ ⏳ 60 20 — 27 81 —
24635
jmu
Enables AI assistants to control a browser through Playwright and Cloudflare Wo…
D 49 4⁄4 ◐ ⏳ 42 43 — 27 81 —
24636
danttis
Eternity MCP ⚡ Claim
A privacy-focused local memory server that provides long-term semantic storage …
D 49 4⁄3 ◐ ⏳ 42 22 N/A 48 87 —
24637
ag2-mcp-servers
NHL Scores MCP Server ⚡ Claim 1
An MCP Server that provides access to NHL (National Hockey League) scores and s…
D 49 4⁄4 ◐ ⏳ 45 45 — 21 80 —
24638
ChutinRop
MCP Study Agent Claim 1
An MCP server that enables users to interact with local documents for education…
D 49 4⁄3 ◐ ⏳ 27 50 N/A 25 92 —
24639
ag2-mcp-servers
Fitness MCP Server ⚡ Claim 1
An MCP server that provides an interface to Google's Fitness API, enabling inte…
D 49 4⁄4 ◐ ⏳ 45 47 — 21 78 —
24640
YusukeYoshiyama
Enables interaction with Google Calendar through the Google Calendar API. Suppo…
D 48 4⁄4 ◐ ⏳ 42 41 — 24 81 —
24641
hiohio2
A Flask-based server that hosts multiple tools, each exposing functionalities b…
D 48 4⁄4 ◐ ⏳ 48 38 — 16 81 —
24642 D 48 3⁄3 ◐ ⏳ 30 N/A N/A 15 95 —
24643
pgpt-dev
Facilitates integration of PrivateGPT with MCP-compatible applications, enablin…
D 48 3⁄3 ◐ ⏳ 32 N/A N/A 13 95 —
24644 D 48 3⁄3 ◐ ⏳ 32 N/A N/A 13 95 —
24645
vnkishortech
A Python implementation of the Model Context Protocol (MCP) server that enables…
D 48 4⁄3 ◐ ⏳ 48 25 N/A 22 90 —
24646
taskmaster-ai
Enables AI assistants to read and send Instagram direct messages using the Mode…
D 48 4⁄4 ◐ ⏳ 48 36 — 24 78 —
24647
s60yucca
mnemos Claim
Persistent memory engine for AI coding agents. Stores architecture decisions, b…
D 48 4⁄4 ◐ ⏳ 48 0 N/A 69 82 —
24648
AtulanZaman
A streaming chat agent that integrates Google ADK with Model Context Protocol a…
D 48 4⁄4 ◐ ⏳ 54 20 — 34 80 —
24649
anaisbetts
mcp-installer ⚡ Claim 3
An MCP server that installs other MCP servers for you.
D 48 4⁄3 ◐ ⏳ 39 10 N/A 51 95 —
24650
spideynolove
Memory Bank MCP Claim 1
An MCP server that enables persistent memory, structured thinking sessions, and…
D 48 3⁄3 ◐ ⏳ 21 N/A N/A 30 95 —
Showing 24601–24650 of 69261 servers
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