MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59401
Nizoka
PDF native MCP server: generate, validate, sign PAdES, embed, extract. AI-power…
N/A N/A
59402
vijayaselvam
A multimodal meal planning agent that uses Gemini Vision to analyze fridge phot…
N/A N/A
59403
digital-mountaineers
gtfs-pro-mcp Claim
MCP server that provides tools for querying live transit data (stops, departure…
59404
Ashraf2hub
Enables AI agents to create, manage, and download 3D models, textures, images, …
59405
Michael-WhiteCapData
Operate a k3s / Kubernetes cluster from your AI agent — safe-by-default MCP ser…
N/A N/A
59406
wyre-technology
An MCP server for Datto SaaS Protection, providing tools to manage cloud backup…
59407
Paragon-OS
A collection of miscellaneous tools for Claude, Cursor, and MCP-compatible clie…
N/A N/A
59408
mpuhacz
Say Hello Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
N/A N/A 95
59409
godrix
An agnostic MCP server that reads arc.yaml from the workspace, exposing tools t…
N/A N/A
59410
Michael-WhiteCapData
Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, r…
N/A N/A
59411
caffeineworks-ai
Calcifier Claim
MCP server for the Calcifier smart camping lamp, enabling control of lamp state…
59412
tomerose
A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (…
N/A N/A
59413
ivyyy0601
Exposes Asian ETF Tracker data (HK, A-Share, Taiwan, South Korea, US) as tools …
N/A N/A
59414
mguozhen
Agent-native Amazon review intelligence — fetches verified reviews from 10 mark…
59415
truongdva2
cds-kb-mcp Claim
A dataless MCP server that searches the SAP CDS knowledge base, allowing users …
N/A N/A
59416
lynxx007
test Claim
N/A N/A 95
59417
xiaobenyang-com
Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
N/A N/A 95
59418
airlabs-co
Provides AI assistants with access to real-time flight data, airport schedules,…
59419
RusticEagle
Serves the Australian Cyber Security Centre Information Security Manual (ISM) v…
59420
sena-labs
OzBridge Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
59421
sdm7001
envato-mcp Claim
MCP server for Envato API that enables searching the marketplace catalog, viewi…
59422
courier
courier-mcp Claim
The official Model Context Protocol server for the Courier notification API. It…
81
59423
hs03
# Auto Terminal <img src="app_icon.png" width="128" /> [![Buy Me A Coffee](ht…
N/A N/A 95
59424
tomjwxf
Offline receipt verifier. Ed25519 signature verification without contacting any…
N/A N/A 95
59425
XJTLUmedia
AI Answer Copier — Convert Markdown to PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, …
N/A N/A 95
59426
lindoai
mcp-lindoai Claim
MCP (Model Context Protocol) server for Lindo AI — create websites, pages, and …
59427
jaworjar95
Enables AI tools like Claude Desktop and Cline to interact with Salesforce, pro…
59428
basttran
Routes commodity NLP tasks like summarization and translation to free-tier LLMs…
59429
togethercomputer
Add the ability to execute/interpret code to your AI apps.
N/A N/A 95
59430
Alexander-Zhukov
MCP server for Joplin Server that gives LLMs full access to notes, notebooks, t…
N/A N/A
59431
dravidsajinraj-iex
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
N/A N/A 95
59432
kevinLiJ
An MCP server that enables fetching YApi interface details via a tool, allowing…
59433
ulucaydin
Enables users to query and manage New Relic account data and features through n…
59434
Burton-David
research-mcp Claim
A citation-finding research assistant for scientists, exposed as an MCP server …
59435
M1Vision
fal-ai-mcp Claim
Explore and search fal models to find the right fit for your tasks. Generate co…
N/A N/A 95
59436
PierrunoYT
Enables high-quality text-to-image generation using the Hunyuan Image 2.1 model…
81
59437
marckwei
A Model Context Protocol server that provides tools for interacting with Yahoo …
81
59438
alerundev
A natural language interface for Salesforce data that allows users to query acc…
81
59439
purposemc
test-server Claim
N/A N/A 95
59440
MaartenSmeets
Enables LLMs to fetch and extract web content using browser automation, OCR, an…
N/A N/A
59441
dq042000
A TypeScript-based MCP server that enables code search, file reading, and proje…
59442
OyaAIProd
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
59443
raiffhigor
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
81
59444
jan3dev
Agentic AQUA Claim
MCP server for managing Bitcoin, Liquid Network, and Lightning wallets through …
N/A N/A
59445
AlexMi64
Wikivibe MCP Claim
Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bot…
59446
neryams
journal-rag Claim
Hybrid retrieval MCP server for searching team markdown journals using BM25 and…
N/A N/A
59447
KyaniteLabs
Epoch Claim
Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, co…
N/A N/A
59448
quazi1622
PureRef MCP Claim
Enables AI assistants to create PureRef reference boards from local images and …
N/A N/A
59449
schwarztim
Enables dynamic management and execution of proxy chains on a remote Linux host…
59450
Cunning-Kang
Exposes the Mavis multi-agent system as an MCP server, enabling Claude Code and…
N/A N/A
Showing 59401–59450 of 59573 servers