MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16751
DeepSpringAI
Parquet MCP Server Claim 2
A Model Control Protocol server that provides web search capabilities and simil…
F 25 55 84 66 23 74 87
16752
sebastianall1977
Manage Gmail end-to-end: search, read, send, draft, label, and organize threads…
F 25 66 62 62 0 61 78 82
16753
floriansmeyers
Claude Runner MCP Claim 2 3
An MCP server for scheduling and executing Claude Code CLI tasks via cron expre…
F 25 55 45 31 48 76 95
16754
xiaobenyang-com
Read-Website Claim 2
一个快速、高效的网页内容提取工具,将网页转换为干净的Markdown格式,适用于AI代理、IDE和LLM管道。
F 25 55 72 65 N/A 50 74 16
16755
albertshao
Wiki MCP Server Claim 1 2
An MCP Server implementation that enables managing Confluence wiki pages throug…
F 25 55 45 52 18 77 93
16756
Komorebi-yaodong
Enables AI image generation through Ketchup AI with automatic prompt optimizati…
F 25 55 84 62 50 78 99
16757
screenshotone
An official MCP server implementation that allows AI assistants to capture webs…
F 25 55 72 73 45 80 96
16758
scorecard-ai
mcp Claim 1
MCP server providing access to the Scorecard API to evaluate and optimize LLM s…
F 25 66 96 65 0 85 68 93
16759
JanDeDobbeleer
Validate oh-my-posh configurations and segment snippets against the official sc…
F 25 66 80 72 0 76 80 100
16760
kukapay
binance-alpha-mcp Claim 1 2
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alp…
F 25 55 57 58 44 80 94
16761
dsfaccini
Siigo MCP Server Claim 1
Unofficial MCP server for Siigo Colombian electronic invoicing software that en…
F 25 55 78 35 47 77 88
16762
yooumuu
Parse any file or URL into structured text. Extract text from PDF, DOCX, YouTub…
F 25 55 66 0 71 76 98
16763
zhigang1992
An MCP server that enables users to upload local files to S3-compatible storage…
F 25 66 63 58 0 48 69 92
16764
oxy-Op
VPS Initialize Claim 1 2
Enables automated VPS initialization and management through SSH connections. Su…
F 25 55 100 68 22 74 88
16765
file-kiwi
filekiwi-mcp-server Claim 2 3
Upload files to file.kiwi and get shareable links instantly.
F 25 54 60 0 N/A 70 84 94
16766
xiaobenyang-com
test
F 25 55 78 62 34 71 59
16767
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
16768
zach-snell
ctk Claim 1
Confluence CLI & MCP Server — dual-mode Go binary for Confluence Cloud with 7 t…
F 25 55 72 66 66 78 38
16769
sirmews
Remote Server Claim 2 3
Bridge between MCP clients and remote APIs.
F 25 54 84 56 N/A 18 87 66
16770
falahgs
An MCP server that utilizes Google's Gemini Flash 2 model to generate AI-driven…
F 25 55 63 61 20 76 90
16771
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
16772
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
16773
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
16774
Surya-KF
Enables users to manage company departments, employees, expenses, and performan…
F 25 55 60 33 32 78 94
16775
tradercjz
dolphindb-mcp-server Claim 2
TDolphinDB database integration with schema inspection and query capabilities
F 25 55 56 30 27 74 88
16776
bayyyyyuuu
An AI-powered legal research tool that enables users to search for and retrieve…
F 25 54 84 57 N/A 60 90 92
16777
AdsMCP
tiktok-ads-mcp-server Claim 1 3
A Model Context Protocol server for TikTok Ads API integration, enabling AI ass…
F 25 55 81 66 49 80 94
16778
baidubce
baidu-ai-search Claim 1
Search web using baidu with AI.
F 25 55 84 40 74 76 67
16779
RomThpt
xrpl-mcp-server Claim 1 2
MCP server for the XRP Ledger that provides access to account information, tran…
F 25 55 51 41 39 80 90
16780
lwanger
Insperity MCP Server Claim 1
Enables interaction with Insperity's REST API to access employee data, includin…
F 25 55 52 38 31 80 94
16781
tamago-labs
KAIA-MCP Server Claim 1
Enables AI agents to interact with DeFi protocols on the KAIA blockchain, inclu…
F 25 55 88 73 45 76 92
16782
ssql2014
Provides structured access to semiconductor industry platforms to search for IP…
F 25 55 90 72 28 80 91
16783
akutishevsky
Monobank Claim 1 2
MCP server for Monobank API — currency rates, client info, and account statemen…
F 25 54 35 73 N/A 55 77 93
16784
ngpestelos
A lightweight Python-based server that enables users to manage and retrieve the…
F 25 55 68 43 48 80 92
16785
salesforcecli
Enables secure interaction with Salesforce orgs through LLMs, providing tools f…
F 25 54 78 58 N/A 87 94 75
16786
iaptic
mcp-server-iaptic Claim 1
Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purcha…
F 25 55 90 68 56 83 94
16787
mardraze
Jobs MCP Server Claim 1
A Node.js and TypeScript server that enables searching for job listings and acc…
F 25 54 72 26 N/A 30 89 91
16788
SJMakin
An advanced Playwright MCP server that enables efficient browser automation thr…
F 25 54 72 56 N/A 29 84 89
16789
dboconsultingllc
Remote MCP server running on Cloudflare Workers that creates PowerPoint present…
F 25 55 54 63 35 76 84
16790
theepicsaxguy
Provides programmatic access to OpenCollective and Hetzner Cloud to automate bo…
F 25 55 60 82 54 74 83
16791
yogeshbuilds
Discord MCP Server Claim 2
Enables sending messages to Discord channels directly from Cursor IDE using Dis…
F 25 55 60 60 26 76 88
16792
markswendsen-code
Enables AI assistants to search for vehicles, manage reservations, and access E…
F 25 55 90 62 30 71 90
16793
nitrocloudofficial
nitrostack Claim 1
The full-stack TypeScript framework to build, test, and deploy production-ready…
F 25 54 84 71 N/A 47 92 97
16794
wminson
Gemini CLI MCP Server Claim 2 3
An MCP server that wraps the Gemini CLI to provide tools for executing prompts,…
F 25 55 39 35 21 74 93
16795
daymonio
daymon Claim 1
Daymon puts your favorite AI to work 24/7. It schedules, remembers, and orchest…
F 25 54 84 56 N/A 87 92 92
16796
rugvedp
A powerful LinkedIn Profile Analyzer that seamlessly integrates with Claude AI …
F 25 55 64 28 39 80 98
16797
keepgoing-dev
mcp-server Claim 1
Project memory for AI coding sessions. Auto-captures checkpoints on git commits…
F 25 54 60 65 N/A 70 92 99
16798
windopper
Takeoff. Claim 1
AI trend collect service
F 25 54 36 55 N/A 30 92 97
16799
pinkpixel-dev
mindbridge-mcp Claim 1
MindBridge is an AI orchestration MCP server that lets any app talk to any LLM …
F 25 55 60 70 N/A 59 80 95
16800
awslabs
MCP Server for OSCAL Claim 1
AI agent tools for Open Security Controls Assessment Language (OSCAL)
F 25 54 86 50 N/A 78 90 95
Showing 16751–16800 of 67226 servers
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