MCP Server Quality Scores

Independent quality analysis of 64812 public MCP servers

64812
Discovered
30752
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30451
WHOIS, DNS, SSL, IP geo for security forensics and OSINT — separate from SEO.
F 22 35 0 0 67
30452
Forecast a scenario amount
F 22 35 0 0 67
30453
CryptoQuant Claim 1
Query cryptocurrency on-chain data, OHLCV prices, market data, and Research & Q…
F 22 35 0 0 67
30454
Deep codebase architect auditing system design schemas.
F 22 35 0 0 67
30455
Semantic search through Dickens' A Christmas Carol by meaning, theme, or charac…
F 22 35 0 0 67
30456
mcp-server Claim 1
Cloud-hosted MCP server for Epidemic Sound
F 22 35 0 0 67
30457
QRGenerator Claim 1
Generate QR codes with custom colors, logos, vCards, and WiFi configs.
F 22 35 0 0 67
30458
mcp Claim 1
Interact with your Google Cloud Composer resources using natural language comma…
F 22 35 0 0 67
30459
Search 286 episodes of product management wisdom from top leaders at Figma, Air…
F 22 35 0 0 67
30460
Japan real estate data: transactions, land prices, vacancy, hazard, zoning & mo…
F 22 35 0 0 67
30461
mcp Claim 1
Real-world location intelligence: foot traffic, trade areas, demographics, site…
F 22 35 0 0 67
30462
cred Claim 1
Agentic payments.
F 22 35 0 0 67
30463
Artifacts Claim 1
Save decisions, plans, and notes from any AI session and retrieve them later — …
F 22 35 0 0 67
30464
QA Test Server Claim 1
Testing publish command
F 22 35 0 0 67
30465
Kickstart your setup with ready-to-run greetings and the 'Hello, World' origin …
F 22 35 0 0 67
30466
Country calling codes, ISO codes, E.164 dial codes, regions, trunk prefixes, an…
F 22 35 0 0 67
30467
DeepVoice Guard Claim 1
Acoustic deepfake detector and voice biometrics auditor.
F 22 35 0 0 67
30468
Track workouts, nutrition, body metrics, habits, and SMART goals with insights …
F 22 35 0 0 67
30469
duvomike-mcp Claim 1
Transform numbers by doubling them and adding 5. Get instant results with a cle…
F 22 35 0 0 67
30470
TransformSEO Claim 1
SEO analysis server with 128 tools for keyword research, competitors, backlinks…
F 22 35 0 0 67
30471
Plan a profile governance setting
F 22 35 0 0 67
30472
Dev.to, Steam, podcasts, Eventbrite — cross-format content discovery for AI cur…
F 22 35 0 0 67
30473
aiqaramba Claim 1
Browser-based QA for AI-built software. Test pages with real browsers via agent…
F 22 35 0 0 67
30474
Plan an option for a runbook example
F 22 35 0 0 67
30475
matterfact Claim 1
Investment research superagent: podcasts, SEC filings, and no-code research pip…
F 22 35 0 0 67
30476
docs Claim 2
An MCP server for docs.continue.dev
F 22 35 0 0 67
30477
Governance maturity assessment, compliance gap analysis, and evidence-linked br…
F 22 35 0 0 67
30478
No-code workflow visualizer and automation blueprint builder.
F 22 35 0 0 67
30479
Normatia Claim 1
Servidor MCP de Normatia para la normativa técnica en edificación.
F 22 35 0 0 67
30480
Catalog a runbook command option
F 22 35 0 0 67
30481
Persistent cloud memory for AI agents. Store and search key-value memories acro…
F 22 35 0 0 67
30482
Register an artifact delivery route
F 22 35 0 0 67
30483
test-mailbox Claim 1
Disposable email inboxes for testing — create addresses, wait for messages, ext…
F 22 35 0 0 67
30484
screenshot-api Claim 1
Website screenshots as PNG, JPEG, or PDF with custom viewports and full-page ca…
F 22 35 0 0 67
30485
CleanCode AI Claim 1
Automated codebase refactoring and type safety validator.
F 22 35 0 0 67
30486
feed-forge Claim 1
Turn any website into an RSS, Atom, or JSON feed using CSS selectors and schedu…
F 22 35 0 0 67
30487
CDN and edge computing latency monitor analyzing network hops.
F 22 35 0 0 67
30488
AI-powered tools to analyze wallet behaviour prediction, fraud detection and ru…
F 22 35 0 0 67
30489
Schedule an operations task
F 22 35 0 0 67
30490
Calfeed Claim 1
Turn a written schedule into a live calendar link people subscribe to in Apple,…
F 22 35 0 0 67
30491
linear Claim 2
MCP server for Linear project management and issue tracking
F 22 35 0 0 67
30492
minoa Claim 1
Automate business cases, articulate customer outcomes & analyze your value-sell…
F 22 35 0 0 67
30493
Append a delivery update to the account ledger
F 22 35 0 0 67
30494
NSFWJS-based image safety detector (GIF/APNG/WebP/JPEG/PNG).
F 22 35 0 0 67
30495
Earnings Feed Claim 1
SEC filings and insider trades in real-time. 10-K, 10-Q, 8-K, Form 4, and compa…
F 22 35 0 0 67
30496
feedsquad Claim 1
Schedule and publish to LinkedIn, X, and Threads from your AI. Content calendar…
F 22 35 0 0 67
30497
Edge-compute biological sovereignty node for telemetry and cognitive circuit-br…
F 22 35 0 0 67
30498
Fuzz-Breaker Claim 1
Automated API pentesting and structural fuzzing proxy.
F 22 35 0 0 67
30499
Coded error stack trace debugger and automated patch generator.
F 22 35 0 0 67
30500
An MCP server that provides access to Testiny projects, test cases and test runs
F 22 35 0 0 67
Showing 30451–30500 of 64812 servers
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