MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29743
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16501
deploya-labs
Supabase MCP Server Claim 1 2
Enables Cursor and Windsurf to safely manage Supabase databases, execute SQL qu…
F 25 55 94 73 N/A 52 76 97
16502
hetaoBackend
PyAutoGUI MCP Server Claim 1
Provides automated GUI testing and control capabilities through an MCP server t…
F 25 54 72 57 N/A 43 87 100
16503
userdeter1
Discord MCP Server Claim 2 3
An MCP server that enables Claude Desktop to interact with Discord through a de…
F 25 55 39 0 30 76 99
16504
BirdInTheTree
zotero-mcp Claim 1
Read+write MCP server for Zotero with full write support — create items, manage…
F 25 55 72 0 50 80 97
16505
ttonogai
Enables searching and retrieving Knowledge Base articles from the Broadcom Supp…
F 25 55 54 0 27 74 98
16506
GMKR
Generates and returns and image using Together.ai
F 25 55 62 55 34 78 91
16507
CryptoRugMunch
rug-munch-mcp Claim 1 3
Crypto risk intelligence: 19 tools for rug pull detection, AI forensics, and to…
F 25 55 84 62 N/A 45 67 49
16508
Love-Gwen2025
Utility MCP Server Claim 1
A general-purpose MCP server providing time-related utilities such as fetching …
F 25 55 54 42 33 78 81
16509
alchaincyf
Weather MCP Server Claim 1 3
A Model Context Protocol server that provides weather information and forecasts…
F 25 55 45 70 40 82 89
16510
geezerrrr
Exa MCP Server Claim 1
Enable AI assistants to perform web searches using Exa's powerful search API. G…
F 25 55 82 72 N/A 48 80 91
16511
RomanGod6
Enables automated browser testing of web applications using Playwright, support…
F 25 54 94 56 N/A 16 90 100
16512
signbee
signbee-mcp Claim 1
Document signing for AI agents. Send markdown or PDF for two-party e-signing wi…
F 25 55 66 70 37 78 91
16513
Kira-Pgr
A server that provides AI-powered image generation, modification, and processin…
F 25 55 66 46 41 76 92
16514
2bo
Qiita MCP Server Claim 1 2
A Model Context Protocol server that enables AI agents to interact with Qiita, …
F 25 66 51 70 0 65 80 92
16515
Koveh
Enables AI agents to interact with Jira Cloud through the REST API, supporting …
F 25 66 90 43 0 25 76 100
16516
snyk
agent-scan Claim 2 3
Security scanner for AI agents, MCP servers and agent skills.
F 25 54 90 36 N/A 81 80 95
16517
mumez
pharo-nc-mcp-server Claim 2
A local MCP server that enables users to evaluate Pharo Smalltalk expressions a…
F 25 55 66 82 N/A 45 87 96
16518
dcostenco
Prism MCP Claim 1
The Mind Palace for AI Agents - local-first MCP server with persistent memory, …
F 25 55 100 0 N/A 52 68 93
16519
G-Hensley
Myself MCP Server Claim 1 2
Provides a comprehensive interface to a personal knowledge base, including tool…
F 25 55 94 66 32 74 96
16520
codescene-oss
codescene-mcp-server Claim 1 2
An MCP server that provides CodeScene Code Health analysis tools.
F 25 54 57 38 N/A 51 92 95
16521
angheljf
social-media-mcp Claim 1 3
A Model Context Protocol (MCP) server for managing social media posts, currentl…
F 25 55 78 57 38 76 100
16522
Kevin4562
mcp-qemu-lab Claim 1 2
A Model Context Protocol server for conducting Linux binary analysis and guest …
F 25 54 45 58 N/A 30 88 90
16523
xiaobenyang-com
12306-MCP Claim 2
12306 ticket purchase search server based on Model Context Protocol (MCP). It p…
F 25 66 72 65 0 50 74 12
16524
falahgs
An MCP server that utilizes Google's Gemini Flash 2 model to generate AI-driven…
F 25 55 63 61 20 76 90
16525
ma3u
Dust MCP Server Claim 1
A Model Context Protocol (MCP) server for Dust.tt agents, designed for seamless…
F 25 54 94 72 52 89 100
16526
base
base-mcp Claim 1
Base Network integration for onchain tools, allowing interaction with Base Netw…
F 25 55 60 68 80 76 93
16527
hithereiamaliff
A Model Context Protocol server that provides access to the Keywords Everywhere…
F 25 66 85 75 0 56 76 100
16528
Selenium39
Weibo MCP Server Claim 1 2
A Model Context Protocol server for scraping Weibo that provides tools to searc…
F 25 55 37 62 N/A 31 78 89
16529
ampcome-mcps
Outlook MCP Server Claim 1 2
Provides comprehensive integration with Microsoft Outlook for managing emails, …
F 25 55 78 74 23 82 48
16530
tanishra
Enables AI assistants to manage personal finances by storing, analyzing, and ex…
F 25 54 70 31 N/A 27 90 98
16531
Xiawpohr
MCPilot Claim 1
A suite of MCP servers that allow LLMs to interact with blockchains through Met…
F 25 55 60 62 24 80 88
16532
dynstat
MCP Server Demo Claim 1
A simple demonstration project for the Model Control Protocol (MCP) server that…
F 25 55 66 27 46 78 92
16533
vectorize-io
vectorize-mcp-server Claim 1
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private De…
F 25 55 86 63 67 76 91
16534
CursorTouch
Windows-MCP Claim 2 3
An MCP Server for computer-use in Windows OS
F 25 66 65 66 0 78 69 90
16535
cybertcode
MCP Server Claim 2
Provides SMTP integration for sending HTML emails and specialized prompts for i…
F 25 55 54 32 35 76 90
16536
zhangning77-tech
Xray MCP Server Claim 1
Enables vulnerability scanning of web applications using the xray security scan…
F 25 55 72 20 16 69 90
16537
turingmindai
TuringMind MCP Server Claim 1 2
Enables Claude to authenticate with TuringMind cloud, upload code review result…
F 25 55 78 68 66 80 98
16538
thnico
MCP Ashby Connector Claim 1
A server implementation that enables LLMs to interact with Ashby's Applicant Tr…
F 25 55 76 60 20 78 99
16539
oxylabs
oxylabs-oxylabs-mcp Claim 1
Fetch and process content from specified URLs using the Oxylabs Web Scraper API.
F 25 66 74 68 0 77 70 80
16540
a1245582339
figma-designer Claim 1
Give AI agents full read & write access to Figma — 50+ tools for design automat…
F 25 54 84 33 N/A 59 80 94
16541
ynu
MCP-YNU FastMCP Server Claim 2 3
A dynamic MCP server implementation that automatically loads tools, resources, …
F 25 55 60 25 47 77 62
16542
veighnsche
Enables AI agents to capture high-quality screenshots from running QEMU virtual…
F 25 54 54 38 N/A 34 89 94
16543
bishnubista
A deliberately insecure note management server designed to test security scanne…
F 25 54 90 42 N/A 29 75 96
16544
ratatatat1
PingCode MCP Server Claim 2 3
Enables AI assistants to query and manage PingCode project management data, inc…
F 25 54 72 66 N/A 27 90 91
16545
nach-dakwale
Domain Checker Claim 1
Check domain name availability via RDAP. Single lookups, bulk checks (up to 50)…
F 25 66 72 37 0 45 82 100
16546
Raistlin82
Enterprise SAP OData to MCP Server with AI capabilities and Cloud Foundry integ…
F 25 55 90 41 N/A 55 70 91
16547
Traia-IO
Enables AI agents and LLMs to interact with the Test MCP Mar19 TRAIA API throug…
F 25 55 72 0 27 76 96
16548
plainsignal
Provides tools for retrieving analytics reports and metrics from PlainSignal th…
F 25 55 80 73 54 78 83
16549
sisense
Sisense MCP Server Claim 1
Enables LLMs to interact with Sisense data models and create charts programmati…
F 25 66 88 66 0 61 70 99
16550
AshikNesin
Pushover MCP Claim 1
A Model Context Protocol implementation that enables AI agents to send notifica…
F 25 55 72 61 49 82 92
Showing 16501–16550 of 50330 servers
« Prev 1 329 330 331 332 333 1007 Next »