MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45351
BASIC-BIT
Soundiiz MCP Claim
An MCP server for Soundiiz that lets AI assistants inspect sync jobs and SmartL…
45352
Low-Latency-Labs
Nocticas Claim
Browser QA agent that won't return a false green: verified PASS/FAIL + access-c…
45353
sjgant80-hub
MCP server for foldkit, exposing 7-prime spine, κ-bands, and fold operations as…
N/A N/A
45354
MichaelGorski
Enables AI coding agents to access persistent, structured product context (pers…
N/A N/A
45355
avansaber
seo-monster Claim
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrU…
N/A N/A
45356
Aevella
本地MCP工具,通过截图、OCR、键盘和聊天输入与PC游戏《光遇》交互,支持AI客户端陪聊和实验。
N/A N/A
45357
selvin-paul-raj
Fully featured MCP server that provides automation tools for LinkedIn, supporti…
N/A N/A
45358
Tairon-ai
Enables interaction with the Secret Network blockchain, including querying bloc…
N/A N/A
45359
govannes
Gleanit Claim
Search, read, and write highlights, notes, screenshots, collections, projects, …
45360
monitive
mcp Claim
Agent-native uptime monitoring. Create, inspect, and assert monitor health. Fre…
45361
micaelmalta
Reduces token consumption by 73-87% by cleaning web and API data before it reac…
45362
volkan-m
Empowers AI agents to see, reason, and control computers via VNC, providing adv…
45363
lukaskellerstein
media-mcp Claim
An MCP server for AI-powered media generation using Google Gemini, enabling cre…
45364
adinschmidt
MCP server that exposes every endpoint from Splitwise's public self-serve API d…
45365
shaneAPT
yt-repurpose Claim
Enables AI assistants to extract YouTube transcripts and repurpose them into so…
45366
patrickking67
MCP server that connects Clio Manage to Claude via OAuth, enabling law firm man…
45367
databendlabs
mcp-databend Claim
Enables AI agents to connect to Databend databases safely with a session sandbo…
45368
p-gentili
justetf-mcp Claim
Provides read-only access to justETF data including ETF search, profiles, chart…
N/A N/A
45369
Context Lens Claim 1
Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local,…
N/A N/A 81
45370
serversmx
alexa-mcp Claim
An MCP server that lets LLMs control Amazon Alexa devices, including announceme…
N/A N/A
45371
gianmarco.belmonte
facebook-ads Claim
N/A N/A 95
45372
manish-coder-1007
A Model Context Protocol (MCP) server for Tableau Server. Enables AI assistants…
45373
toyball860721
Provides browser automation capabilities for AI assistants, enabling web naviga…
N/A N/A
45374
VladZh97
Storydoc Claim
Generate and manage Storydoc presentations from any MCP-compatible client.
45375
GSA-TTS
Enables LLMs to query and analyze government website analytics from analytics.u…
45376
Vortex-9191
Automatically saves valuable insights, learnings, and business knowledge from C…
45377
marvennai
Connect AI agents to Marvenn for outbound growth via email, voice, and LinkedIn.
N/A N/A 90
45378
selfpatch
A thin MCP adapter that connects an LLM to the ros2_medkit SOVD HTTP API, enabl…
45379
gingsisi
DescriptiShared knowledge cache for AI agents — cache-first search saves tokens…
45380
wujie272
Enables AI agents to directly control Android devices via Termux, providing 120…
N/A N/A
45381
sibilleb
A comprehensive MCP server suite for Red Hat's automation ecosystem, enabling A…
45382
1036007003-wq
A free MCP server for growing Discord communities, offering tools to search pub…
45383
wajirasls
Agent Helper Claim
Enables AI agents to process files locally — OCR images, extract text from PDFs…
N/A N/A
45384
1olegshev
A collection of MCP servers for Slack, Jira, Confluence, and release coordinati…
N/A N/A
45385
alvaroinckot
MCP server that exposes Moleculer.js microservice actions as AI tools, enabling…
45386
BillShiyaoZhang
Enables AI agents to fetch emails from local Apple Mail accounts and mailboxes,…
N/A N/A
45387
filhocf
Enables AI assistants and development tools to interact with ServiceNow instanc…
45388
krmj22
macos-mcp Claim
Enables AI assistants to read, create, update, and delete data in macOS apps (R…
N/A N/A
45389
omniologynow
AI-powered DeFi analytics MCP server. 7 tools for discovering yield opportuniti…
N/A N/A 95
45390
elisjetmax
vault-kv-mcp Claim
A read-only MCP server that provides tools to read, list, and inspect secrets f…
N/A N/A
45391
BusyBee3333
Comprehensive MCP server for Wave Accounting, providing 45+ tools across invoic…
N/A N/A
45392
plantuml
Pure Node.js MCP server that renders and validates PlantUML diagrams with zero …
N/A N/A
45393
xyzdevvv
Nuvio-MCP Claim
A framework that helps developers quickly build AI Native IDE products.
N/A N/A 95
45394
Vollkorn-Games
Godot MCP Claim
An MCP server that gives AI assistants full control over the Godot game engine,…
N/A N/A
45395
andeya
Relay Claim
Adds a human-in-the-loop checkpoint to MCP-capable AI coding agents, enabling t…
N/A N/A
45396
hvkshetry
Enables interaction with InvenTree inventory management system, providing tools…
45397
air237
Exposes the 23 Gang of Four design patterns to AI coding agents for generation,…
N/A N/A
45398
dustinbarnes
An MCP server for managing YouTube Music playlists via Claude. Add and remove s…
N/A N/A
45399
miloira
一个基于MCP的Python REPL服务器,支持多会话管理、代码执行、历史记录回放和包安装,为AI提供Python解释器能力。
45400
basicbill
Enables users to fetch, analyze, and visualize RAOB upper-air sounding data, in…
N/A N/A
Showing 45351–45400 of 67197 servers
« Prev 1 906 907 908 909 910 1344 Next »