MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2401
astronomer
astro-airflow-mcp Claim 2
An MCP server that enables AI assistants to interact with Apache Airflow's REST…
B 78 55 63 82 69 82 98
2402
T-hash06
HeroUI MCP Server Claim
A high-quality, open-source Model Context Protocol (MCP) server that bridges AI…
B 78 54 84 61 N/A 45 95 100
2403
iFurySt
RedNote MCP Claim
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
B 78 54 70 71 N/A 69 95 86
2404
jxnl
Apple MCP Claim
A collection of tools that enables Claude AI and Cursor to access native macOS …
B 78 54 96 58 N/A 45 82 99
2405
stanislavlysenko0912
todoist-mcp Claim
Complete Todoist REST API v2 integration with support for tasks, projects, sect…
B 78 54 84 70 53 91 86
2406
TheNomadInOrbit
Vision MCP Server Claim
Enables vision capabilities for any AI model by routing image analysis requests…
B 78 55 86 72 46 81 95
2407
itsOmSarraf
Provides real-time access to Pyth Network's decentralized oracle price feeds ac…
B 78 55 100 62 40 81 93
2408
calibress
curl-mcp Claim
Provides a structured HTTP client tool for making web requests with full HTTP m…
B 78 54 72 67 N/A 67 95 89
2409
detailobsessed
spm-search-mcp Claim 1
An MCP server that allows coding agents to search the Swift Package Index and r…
B 78 55 67 68 86 83 94
2410
floyd-run
Floyd Claim
Scheduling and booking engine for AI agents. Check availability, hold slots, an…
B 78 55 90 76 34 82 97
2411
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
2412
Unleash
unleash-mcp Claim 1
MCP server for managing Unleash feature flags
B 78 54 75 71 N/A 60 90 89
2413
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
2414
Outblock
Flow MCP Claim
Provides tools for interacting with the Flow blockchain, including Flow balance…
B 78 55 90 60 61 80 93
2415
kyodule
Indexes local and enterprise documents to provide a unified personal knowledge …
B 78 54 84 68 N/A 52 90 88
2416
1lystore
mcp-server Claim 3
MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC…
B 78 54 75 71 N/A 66 83 93
2417
johncarlo177
BlenderMCP Claim 1
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 78 55 66 82 N/A 43 95 99
2418
kittolau
Converts DOCX files to Markdown with formatting preservation and image extracti…
B 78 54 84 63 N/A 44 95 94
2419
Livus-AI
Enables AI agents to programmatically create, manage, and execute independent P…
B 78 55 72 82 N/A 46 95 90
2420
Panth1823
Provides real-time and historical Formula 1 racing data through the Model Conte…
B 78 55 84 70 52 82 95
2421
nickclyde
Web search using DuckDuckGo
B 78 55 88 60 58 83 99
2422
Stefan-Nitu
MCP Xcode Claim
Enables AI assistants to build, test, run, and manage Apple platform projects (…
B 78 54 78 61 N/A 57 95 94
2423
juanlarreapm
Strava MCP Server Claim 1
Integrates with the Strava API to allow AI assistants to access fitness data in…
B 78 55 90 61 48 82 100
2424
kspatel29
mcptool Claim
A drop-in MCP proxy that aggregates multiple backend servers into two meta-tool…
B 78 55 94 58 53 83 96
2425
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
2426
thesammykins
Enables AI agents to track, search, and retrieve their progress across projects…
B 78 55 78 65 74 82 93
2427
QuantGeekDev
mongo-mcp Claim 1
MongoDB integration that enables LLMs to interact directly with databases.
B 78 54 90 58 N/A 47 90 99
2428
hovecapital
MCP server for read-only MySQL database queries in Claude Desktop
B 78 55 63 100 N/A 73 95 54
2429
dcSpark
MCP Dockmaster allows you to easily install and manage MCP servers. Available f…
B 78 55 94 47 N/A 73 80 96
2430
arbuthnot-eth
PayPal MCP Server Claim
A server that provides integration with PayPal's APIs, enabling seamless intera…
B 78 55 96 75 43 76 89
2431
EvilFreelancer
openapi-to-mcp Claim 1
Turns any OpenAPI/Swagger API into an MCP server. One MCP tool per endpoint, St…
B 78 55 90 68 N/A 59 81 86
2432
DynamicDeals
gunsnation Claim 2
MCP server for real-time access to the Gunsnation firearms catalog and specific…
B 78 44 79 N/A N/A 48 83 96
2433
TRANZACT
A Model Context Protocol server enabling AI assistants to interact with Tempo's…
B 78 55 71 75 70 81 93
2434
xiaobenyang-com
Lookup-Domain Claim 1
A Model Context Protocol (MCP) server that provides comprehensive domain name r…
B 78 64 78 66 87 45 95 91
2435
devizor
macOS Notification MCP
B 78 55 60 82 N/A 50 95 99
2436
SchematicHQ
Schematic Claim 1
Manage companies, plans, features, and billing through SchematicHQ
B 78 54 84 63 N/A 74 81 89
2437
qso-graph
eqsl-mcp Claim
eQSL.cc MCP server. Inbox download, QSO verification, Authenticity Guaranteed s…
B 78 55 72 82 N/A 38 95 95
2438
sharebook-kr
pykrx-mcp Claim
Provides Korean stock market data (KOSPI, KOSDAQ, KONEX) including prices, fund…
B 78 55 54 82 N/A 71 95 90
2439
livehybrid
splunk-mcp Claim
A FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natur…
B 78 55 90 63 55 80 98
2440
antvis
mcp-server-antv Claim 1
🧑🏻‍💻 MCP Server for @antvis visualization development, which provides documenta…
B 78 54 75 65 N/A 68 95 88
2441
antonzherdev
Web Inspector MCP Claim
Enables AI assistants to inspect, debug, and test web pages using Playwright. P…
B 78 54 84 58 N/A 61 92 92
2442
yorifuji
A server that captures screenshots from iOS Simulator using the Model Context P…
B 78 55 84 100 N/A 55 95 44
2443
jefdiesel
clawphunks Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
B 78 54 86 71 N/A 32 95 94
2444
idapixl
MCP Starter Kit Claim
Production-ready TypeScript MCP server template — 4 tools, Zod validation, 19 t…
B 78 54 66 66 N/A 70 92 99
2445
ymyzk
Nagoya Bus MCP Claim
Provides access to Nagoya bus system information and schedules. Enables users t…
B 78 54 68 58 N/A 72 95 100
2446
Nativ-Technologies
nativ Claim
AI-powered localization — translate, manage translation memory, and access styl…
B 78 55 76 82 N/A 45 83 94
2447
mixelpixx
CodeSeeker-MCP Claim 1
Advanced code search and transformation MCP server for AI assistants. Combines …
B 78 54 94 62 N/A 39 87 99
2448
ptmorris05
Scalene-MCP Claim
A FastMCP server that provides LLMs with structured access to Scalene's CPU, GP…
B 78 55 60 82 N/A 60 95 94
2449
matthewhand
mcp-flowise Claim 1
The Flowise MCP Server enables clients to list chatflows and call predictions, …
B 78 55 78 82 47 81 93
2450
meicanhong
Enables AI assistants to perform web searches, research paper searches, and Twi…
B 78 55 88 72 47 80 93
Showing 2401–2450 of 67181 servers
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