MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28873
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16851
pipseedai
Enables AI agents to interact with GitHub repositories through the GitHub REST …
F 25 55 90 63 55 77 96
16852
HeshamFS
mcp-tool-factory Claim 1 2
Generate MCP servers from natural language, OpenAPI specs, or database schemas.
F 25 54 100 33 N/A 75 68 91
16853
tranhuucanh
MCP ShellKeeper Claim 1 2
Enables AI assistants to maintain persistent SSH terminal sessions and transfer…
F 25 54 90 56 N/A 61 84 95
16854
bkblocksolutions-rgb
AgentBTC MCP Server Claim 1 3
Enables AI agents to perform Bitcoin and Lightning Network payments using a non…
F 25 55 54 68 N/A 58 77 46
16855
KaranThink41
Automate your Slack workspace interactions by posting messages, replying to thr…
F 25 64 78 68 0 41 90 98
16856
imprvhub
mcp-rss-aggregator Claim 2
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
F 25 55 90 58 71 78 69
16857
LucianoRicardo737
Enables intelligent conversation management with 4 AI agents that provide seman…
F 25 54 88 43 N/A 53 87 87
16858
rember
rember-mcp Claim 2
Create spaced repetition flashcards in [Rember](https://rember.com) to remember…
F 25 54 80 73 N/A 53 90 92
16859
iceener
A dual-runtime template for building Model Context Protocol servers compatible …
F 25 55 96 46 35 80 97
16860
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
16861
piplabs
Story SDK MCP Server Claim 1
Provides tools for managing IP assets and licenses, interacting with the Story …
F 25 55 90 41 49 77 93
16862
kukapay
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
F 25 55 57 62 45 74 99
16863
cgantro
# 📅 Google Calendar Smart Manager (MCP) Turn Google Calendar into your intell…
F 25 54 44 62 N/A 30 90 54
16864
nickiiitu
A Model Context Protocol server that enables LLMs to interact directly with Mon…
F 25 55 57 71 38 74 95
16865
bishnubista
A deliberately insecure note management server designed to test security scanne…
F 25 54 90 42 N/A 29 75 96
16866
demox-site
Demox MCP Server Claim 1 2
Enables AI assistants to deploy static websites to the Demox platform with auto…
F 25 55 72 71 46 80 96
16867
mottibec
Israeli Bank MCP Claim 1 3
A Model Context Protocol server that allows AI assistants to connect to and man…
F 25 55 45 61 19 80 72
16868
PipedreamHQ
pipedream Claim 1
Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your…
F 25 55 88 41 52 77 75
16869
martinbowling
A local agent that monitors your system clipboard, automatically uploads copied…
F 25 54 72 58 N/A 28 92 70
16870
Menghuan1918
drawio2go Claim 1
A modern DrawIO editor application. AI-Powered, Human-AI Collaboration | AI 加持…
F 25 64 96 48 0 80 90 94
16871
ar-codelabs
Notion Page Viewer Claim 2 3
Enables viewing and browsing Notion page content through a web interface with m…
F 25 55 60 32 21 76 58
16872
w2pwinlinux
A Message Control Protocol server that provides an interface for managing and q…
F 25 55 56 32 16 78 75
16873
vanman2024
AI-powered content and image generation server with Google Imagen 3/4 for image…
F 25 55 84 31 50 78 90
16874
ma3u
Provide seamless integration with Dust.tt agents to query, list, and retrieve a…
F 25 54 94 72 N/A 52 89 100
16875
sns45
dear-claude Claim 1 4
Spawn Claude Code instances from 6 platforms when 'Dear Claude' is mentioned.
F 25 54 78 63 N/A 45 52 99
16876
concierge-hq
concierge Claim 1 2
🚀 Universal SDK for building next-gen MCP servers
F 25 54 92 32 N/A 67 90 96
16877
salesforcecli
Enables secure interaction with Salesforce orgs through LLMs, providing tools f…
F 25 54 78 58 N/A 87 94 75
16878
hide-org
Hide Claim 2 5
A MCP server for Hide – headless IDE for coding agents.
F 25 55 69 41 40 76 87
16879
xiaobenyang-com
Generate-Echarts Claim 2
MCP ECharts is a dynamic chart generation and data analysis tool based on Apach…
F 25 55 72 65 N/A 50 71 71
16880
dboconsultingllc
Remote MCP server running on Cloudflare Workers that creates PowerPoint present…
F 25 55 54 63 35 76 84
16881
thomastx05
Magento MCP Server Claim 1 2
Enables AI assistants to manage Adobe Commerce and Magento 2 instances through …
F 25 55 84 68 69 80 51
16882
lallen30
Implements the Model Context Protocol (MCP) over HTTP to provide remote access …
F 25 55 66 100 23 80 49
16883
beomzh
hwpConverMdMCP Claim 1 2
An MCP server that enables LLMs to convert HWP and HWPX documents into Markdown…
F 25 55 45 61 40 82 83
16884
vuetifyjs
mcp Claim 1
🤖 A Model Context Protocol (MCP) library for use with Agentic chat bots
F 25 66 96 66 91 87 80 95
16885
chirag127
Provide enhanced problem-solving capabilities by leveraging systematic thinking…
F 25 55 78 82 N/A 31 90 39
16886
singularityjason
lightning-memory Claim 1 2
Decentralized agent memory for the Lightning economy. Nostr identity, L402 paym…
F 25 66 66 27 0 56 82 90
16887
handaas
Provides comprehensive trademark information services, including fuzzy company …
F 25 66 60 37 0 18 76 63
16888
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
16889
sib-swiss
sparql-llm Claim 1
🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilitie…
F 25 54 72 67 N/A 82 90 91 JU
16890
Vic563
MemGPT MCP Server Claim 1 3
A TypeScript-based server that provides a memory system for Large Language Mode…
F 25 55 90 58 21 76 98
16891
mertcankaraoglu
SSH MCP Server Claim 1 2
Enables managing Ubuntu/Linux servers through natural language by establishing …
F 25 55 78 52 32 74 93
16892
religa
Multi-MCP Claim 1 3
Multi-model AI orchestration MCP server with code review, compare, and debate t…
F 25 54 72 58 N/A 59 69 92
16893
alexpota
deploy-mcp Claim 1
Universal deployment tracker for AI assistants with live status badges and depl…
F 25 55 96 45 86 80 93
16894
namph-kozocom
Integrates GitHub repository management and local file system access to enable …
F 25 55 72 100 29 80 41
16895
GMKR
Generates and returns and image using Together.ai
F 25 55 62 55 34 78 91
16896
digital-duck
A demonstration server for the Model Context Protocol (MCP) that exposes calcul…
F 25 55 84 33 37 74 100
16897
markswendsen-code
Xfinity MCP Server Claim 1 2
Enables users to manage their Xfinity ISP accounts through automated browser se…
F 25 55 90 68 30 69 99
16898
martijnpieters
eduframe-mcp Claim 1 2
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
F 25 55 51 72 81 82 94
16899
gemini2026
A Model Context Protocol server that enables intelligent searching across docum…
F 25 55 61 82 79 82 93
16900
xiaobenyang-com
Time-Zone Claim 2
A comprehensive MCP server that provides global time zone management and time c…
F 25 66 72 68 0 50 71 53
Showing 16851–16900 of 33790 servers
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