MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39351
mastyf-ai
mastyf-ai Claim
Perimeter security for your AI Infrastructure.
39352
Jasekeee
shelby-mcp Claim
MCP server for Shelby Protocol that enables AI agents to read, write, and manag…
39353
amal-alexander
An MCP server that connects AI assistants to SEO platforms like Google Search C…
N/A N/A
39354
0x67108864
A local-first MCP server providing persistent, searchable knowledge base via SQ…
N/A N/A
39355
docentovich
Enables AI-powered Chrome automation through natural language, providing 56+ sp…
N/A N/A
39356
zstackio
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
39357
helixbox
PubFi MCP Claim
Route crypto data needs through PubFi capability and gateway tools.
39358
marccyberleda
Connects Claude to Open WebUI, enabling chat management, RAG knowledge bases, f…
39359
devbysatyam
MCP-MEmu Claim
AI-powered Android emulator control via Model Context Protocol, enabling agents…
N/A N/A
39360
yawaragi-dev
Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via…
39361
gaon12
Comprehensive MCP server for travel information, offering real-time exchange ra…
39362
r266-tech
wechat-cli Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
N/A N/A
39363
Traves-Theberge
Enables bidirectional lookup of Mi'kmaq and English words with definitions and …
39364
Green-Gooding-Marketplace
Read-only catalog for Green Gooding — NYC peer-to-peer rental marketplace.
39365
asd-noor
A high-performance MCP server providing long-term memory storage with semantic …
N/A N/A
39366
yunwanshu
Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product…
N/A N/A
39367
Sungsanmerrygoround
subway-mcp Claim
실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.
N/A N/A
39368
fabianacevedo9006
Validates SAP SD sales orders (material, pricing, credit) before creation using…
39369
pendialek
Server that connects MCP (Multi-Capability Platform) with OpenHAB REST API, all…
N/A N/A 95
39370
agentaudit-dev
AgentAudit Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
39371
utsavagg2007
Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly…
N/A N/A
39372
rayss868
TermSSH MCP Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
39373
ncejda-g2
Provides secure, read-only access to Snowflake data warehouses, enabling AI ass…
39374
jmagar
UniFi MCP Claim
Enables management of a local UniFi controller, including devices, clients, net…
39375
minyil
Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities thr…
N/A N/A
39376
Metal-Shark-Sharktech
Enables AI assistants to interact with Mercurial repositories, supporting statu…
N/A N/A
39377
gurunate
node-mcp-poc Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
39378
Merchantlee99
cert-study Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
N/A N/A
39379
jolfr
A Model Context Protocol server that provides Commitizen functionality, enablin…
N/A N/A 95
39380
MCP-Mirror
Enables AI agents to dynamically discover and interact with APIs through Swagge…
81
39381
Boti-Ormandi
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
N/A N/A
39382
a-ariff
Canvas MCP Claim
A local MCP server for Canvas LMS that enables querying courses, assignments, g…
N/A N/A
39383
hexonal
A PostgreSQL MCP server with AST-based security for safe database operations. E…
N/A N/A
39384
SuyashEkhande
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
39385
reflex-search
reflex Claim
Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms qu…
N/A N/A
39386
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
81
39387
nitzpo
MCP server for querying Israeli government real estate data, enabling property …
39388
rajivdatta
powerbi-mcp Claim
Enables discovery of Power BI workspaces and datasets, retrieval of semantic mo…
N/A N/A
39389
sceneview
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
81
39390
Chesterguan
CalledIT Claim
A judgment game played by Humans VS AI bots
39391
dddabtc
ChromeCP Claim
A standalone MCP server for Chrome automation with multi-session support, enabl…
N/A N/A
39392
Kletternaut
ScopeMCP Claim
An MCP server that connects AI assistants to the Owon DS1102 oscilloscope, enab…
N/A N/A
39393
Eco-Wealth
A local-first MCP server stub that exposes provisioning tools for converting ec…
N/A N/A
39394
alenthomas2468
MCP server that enables LLMs to interact with ServiceNow instances for managing…
39395
nishantmodak
An MCP server that enables AI agents to pause and request human approval or inf…
39396
mirecekd
Provides tools to interact with the strava.cz meal ordering system, enabling us…
39397
chrischall
Canvas LMS (Instructure) for Claude — courses, grades, assignments, planner, fi…
N/A N/A
39398
adelaidasofia
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meetin…
N/A N/A
39399
takeokunn
A Model Context Protocol server for Slite, enabling AI assistants to interact w…
39400
harry-jang
Enables searching, reading, and listing content from Notion or Google Drive thr…
N/A N/A
Showing 39351–39400 of 67181 servers
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