MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2401
prtc
Provides seamless access to the NASA Astrophysics Data System (ADS) for searchi…
B 78 55 94 66 44 81 95
2402
danjdewhurst
An MCP server that allows AI assistants to manage todo lists stored in a simple…
B 78 55 71 100 N/A 42 95 68
2403
jhigh1594
AgilePlace MCP Server Claim 1
Enables AI assistants to interact with AgilePlace for comprehensive project man…
B 78 55 88 82 52 81 76
2404
minbang930
Youtube Vision MCP Claim
MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API …
B 78 55 84 77 46 80 95
2405
quazaai
A server that enables AI assistants to understand and interact with Unity proje…
B 78 55 86 62 66 77 98
2406
alephnan
Provides threat intelligence lookups against the AbuseIPDB database, enabling I…
B 78 55 84 75 49 81 93
2407
theletterf
Integrates Vale prose linting into AI coding assistants, enabling users to chec…
B 78 55 72 75 N/A 46 95 96
2408
Anil-appari007
Jenkins MCP Server Claim
Enables AI assistants to interact with Jenkins CI/CD systems through natural la…
B 78 55 92 68 46 80 97
2409
GongRzhe
Redis Claim 2
Provides access to Redis databases. This server enables LLMs to interact with R…
B 78 55 96 63 41 78 99
2410
YunYouJun
Starter MCP Server Claim
A template/boilerplate project for building Model Context Protocol (MCP) server…
B 78 54 80 60 N/A 56 92 100
2411
tornikegomareli
Provides advanced system monitoring and file search capabilities for macOS, all…
B 78 55 100 100 N/A 44 95 30
2412
cleburn
aegis-mcp Claim
Runtime governance enforcement for AI agents. Zero token overhead.
B 78 54 84 63 N/A 57 88 96
2413
pascalporedda
Enables AI assistants to create and manage Twitter drafts through Typefully, in…
B 78 55 94 66 42 81 95
2414
s-n-n
Edge TTS MCP Claim 1
A cross-platform MCP server that enables Claude to speak using Microsoft Edge T…
B 78 55 72 82 N/A 45 90 96
2415
tumf
mcp-shell-server Claim
A secure shell command execution server implementing the Model Context Protocol…
B 78 54 84 65 N/A 80 84 79
2416
davidan90
time-node-mcp Claim 1
Timezone-aware date and time operations with support for IANA timezones, timezo…
B 78 54 90 57 N/A 38 94 100
2417
minami110
Enables AI assistants to analyze GDScript code structure, extract symbols, func…
B 78 55 84 100 N/A 44 95 49
2418
RyoJerryYu
A Python package enabling LLM models to interact with the Memos server via the …
B 78 54 100 40 N/A 62 90 93
2419
OnboardedInc
Onboarded MCP Server Claim 2
Enables AI assistants to interact with the Onboarded platform through automatic…
B 78 54 92 72 N/A 30 92 90
2420
2001Y
CodeRabbit CLI MCP Claim
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
B 78 54 78 72 N/A 52 90 92
2421
Wolfe-Jam
.FAF Context Claim 1
Dedicated IDE Edition. Persistent project context for Cursor, Windsurf, Cline, …
B 78 55 84 57 N/A 90 78 86
2422
samihalawa
Send and manage emails effortlessly with our server. Utilize multiple SMTP conf…
B 78 54 96 67 N/A 26 89 99
2423
gosodax
SODAX MCP server: live cross-chain DeFi API data and auto-updating SDK docs for…
B 78 66 75 70 89 49 81 99
2424
atonomus
MCP Servers Search Claim
Enables discovery and querying of available MCP servers from the official repos…
B 78 55 94 63 49 81 95
2425
wwwwujl
Yuque MCP Claim 2
Yuque MCP server with safe read/write tools for groups, group members, reposito…
B 78 54 84 62 N/A 72 81 88
2426
xiyuefox
Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling cap…
B 78 55 96 66 41 81 94
2427
tomellen
SR P3 MCP Server Claim 2
An MCP server providing access to Sveriges Radio's P3 channel music playlists, …
B 78 55 77 66 65 83 98
2428
aws-samples
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amaz…
B 78 54 96 50 N/A 50 95 90
2429
levz0r
html-to-markdown-mcp Claim 2
MCP server for converting HTML to Markdown using Turndown.js. Fetch web pages a…
B 78 55 75 100 N/A 62 92 53
2430
gregario
hearthstone-oracle Claim
Hearthstone card search, deck analysis, and strategy coaching. 9 tools covering…
B 78 54 76 61 N/A 61 94 96
2431
Nativ-Technologies
nativ Claim
AI-powered localization — translate, manage translation memory, and access styl…
B 78 55 76 82 N/A 45 83 94
2432
vyb1ng
Plex MCP Server Claim
Enables search, browsing, and management of Plex media libraries including movi…
B 78 55 92 66 54 77 94
2433
drewburchfield
Search Help Scout conversations, customers, organizations, threads, and inboxes…
B 78 55 100 42 N/A 75 81 93
2434
AlexanderLawson17
revettr-mcp Claim
Counterparty risk scoring for agentic commerce via x402 micropayments.
B 78 44 66 58 95 92
2435
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 44 84 N/A N/A 25 95 95
2436
vishalkg
Enables web search across multiple search engines (DuckDuckGo, Bing, Startpage)…
B 78 55 76 82 N/A 32 95 91
2437
csjoblom
musclesworked-mcp Claim
Exercise-to-muscle mapping MCP server. Look up muscles worked by 856 exercises …
B 78 54 72 76 56 83 100
2438
areweai
tsgram-mcp Claim 1
TSgram: Telegram + Claude with local workspace access on your phone in typescri…
B 78 54 90 66 N/A 50 84 90
2439
cexll
BMAD-MCP Claim 1
Orchestrates complete agile development workflows from product requirements to …
B 78 55 90 100 N/A 25 95 58
2440
domdomegg
Google Sheets Claim
Allow AI systems to read, write, and query spreadsheet data via Google Sheets.
B 78 54 94 72 N/A 52 75 87
2441
administrativetrick
Enables users to search LinkedIn's public job listings with advanced filters li…
B 78 55 94 100 60 82 41
2442
chongzixuan-ai
Detects AI-generated content and transforms robotic text into natural, human-li…
B 78 54 94 58 N/A 46 95 85
2443
CestcaVision
Enables saving AI conversation histories as clean, organized markdown notes wit…
B 78 54 90 61 N/A 48 92 91
2444
runablehq
mobile-mcp Claim
A Model Context Protocol (MCP) server that provides mobile automation capabilit…
B 78 54 66 66 N/A 63 95 99
2445
yonaka15
mcp-pyodide Claim
A Pyodide server for executing Python code by Large Language Models (LLMs) via …
B 78 54 90 60 N/A 41 95 94
2446
symgraph
IDAssistMCP Claim
Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…
B 78 54 80 57 N/A 62 94 93
2447
conorluddy
xc-mcp Claim 1
XCode CLI MCP: Convenience wrapper for Xcode CLI tools & iOS Simulator. Progres…
B 78 55 66 82 N/A 56 95 88
2448
floyd-run
Floyd Claim
Scheduling and booking engine for AI agents. Check availability, hold slots, an…
B 78 55 90 76 34 82 97
2449
worldnine
This server facilitates interaction with cosense/Scrapbox projects, enabling us…
B 78 55 78 68 72 82 92
2450
ldclabs
KIP Claim
Knowledge Graphs to enable memory persistence, knowledge evolution, explainable…
B 78 54 90 68 N/A 49 83 89
Showing 2401–2450 of 66402 servers
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