MCP Server Quality Scores

Independent quality analysis of 64812 public MCP servers

64812
Discovered
30752
Scored
2112
Verified
16953
Complete

Last updated 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30601
Country calling codes, ISO codes, E.164 dial codes, regions, trunk prefixes, an…
F 22 35 0 0 67
30602
Add a support case follow-up
F 22 35 0 0 67
30603
Fractera Claim 1
Zero-Ops deploy of a private AI workspace to your own VPS — from your AI chat. …
F 22 35 0 0 67
30604
DeFi smart contract forensic auditor and vulnerability scanner.
F 22 35 0 0 67
30605
mcp-server Claim 1
Cloud-hosted MCP server for Epidemic Sound
F 22 35 0 0 67
30606
AI-powered optimization API by Sematryx
F 22 35 0 0 67
30607
Sideways Claim 1
Unexpected questions and lateral thinking prompts to break through mental block…
F 22 35 0 0 67
30608
DocRocket Claim 1
Generate on-brand proposals, reports, and contracts instantly. Auto-extracts br…
F 22 35 0 0 67
30609
dialer Claim 2
An MCP server that provides lets you make outbound phone calls using your own p…
F 22 35 0 0 67
30610
LogoScout Claim 1
Brand trademark scanner and intellectual property auditor.
F 22 35 0 0 67
30611
Hybrid human + AI expertise for faster, trusted answers and decisions via MCP S…
F 22 35 0 0 67
30612
Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natur…
F 22 35 0 0 67
30613
Find the reference marker for a knowledge item
F 22 35 0 0 67
30614
ground Claim 1
Reference data API for classification systems, real-time world data, and unit c…
F 22 35 0 0 67
30615
Daily data: jobs, VC funding, domain drops, patents, gov contracts, crypto. Bit…
F 22 35 0 0 67
30616
AI-powered web automation. Navigate websites using AI agents for one page or a …
F 22 35 0 0 67
30617
Whiteboard Claim 1
Whiteboard MCP server
F 22 35 0 0 67
30618
Bitpoort Claim 1
On-chain blockchain data for AI agents across Ethereum, Bitcoin, and Hyperliqui…
F 22 35 0 0 67
30619
AI coding assistant for Radzen Blazor — docs, APIs, code samples, and templates…
F 22 35 0 0 67
30620
x402 dataset vending for AI agents: list, preview, quote, purchase, needs intak…
F 22 35 0 0 67
30621
Hacker News and technical blog developer outreach parser.
F 22 35 0 0 67
30622
SEO-Ghost Claim 1
AEO intent and search presence optimization engine.
F 22 35 0 0 67
30623
Mockupper Claim 1
Turn raw screenshots into professional device mockups & app store visuals in se…
F 22 35 0 0 67
30624
Digest a support intake marker
F 22 35 0 0 67
30625
Generate polished PowerPoint presentations from text prompts, YouTube videos, o…
F 22 35 0 0 67
30626
DarkWeb-Breach Claim 1
OSINT dark web database search tool detecting credential leaks.
F 22 35 0 0 67
30627
AI Humanizer Claim 1
Advanced text styling to preserve semantic human flow.
F 22 35 0 0 67
30628
AI Catholic formation — spiritual direction, saints, scripture, and semantic se…
F 22 35 0 0 67
30629
Agile Sprint Claim 1
Scrum sprint optimizer and automated project manager.
F 22 35 0 0 67
30630
Identify a configuration label for a release brief
F 22 35 0 0 67
30631
Subotiz
Subotiz Dev MCP Claim 1
Subotiz integration toolchain for developers
F 22 35 0 0 67
30632
Coded error stack trace debugger and automated patch generator.
F 22 35 0 0 67
30633
Second serve Claim 1
A non functional MCP server (yet)
F 22 35 0 0 67
30634
AI Powered News MCP: global, custom, time-scoped semantic+keyword search across…
F 22 35 0 0 67
30635
Real-time supply chain risk intelligence with composite scoring and early warni…
F 22 35 0 0 67
30636
workmagic-mcp Claim 1
WorkMagic MCP
F 22 35 0 0 67
30637
waitlist-kit Claim 1
Viral waitlists with referral tracking, leaderboards, analytics, and built-in t…
F 22 35 0 0 67
30638
Tour de France 2026 MCP — 21 stages, race phase tracking, stage start times, st…
F 22 35 0 0 67
30639
Automate Attio CRM workflows with fast search and bulk operations across compan…
F 22 35 0 0 67
30640
PitchDeck Auto Claim 1
Interactive sales pitch deck structure generator.
F 22 35 0 0 67
30641
Site crawl + tech stack + DNS + SSL + WHOIS — five web-intel layers in one MCP.
F 22 35 0 0 67
30642
OWASP threat scanner auditing codebases for safety leaks.
F 22 35 0 0 67
30643
feedsquad Claim 1
Schedule and publish to LinkedIn, X, and Threads from your AI. Content calendar…
F 22 35 0 0 67
30644
PDFTools Claim 1
Extract text and tables from PDFs, merge documents, and get metadata.
F 22 35 0 0 67
30645
GitHubInsights Claim 1
GitHub repo analytics, trending repos, contributor stats, and language breakdow…
F 22 35 0 0 67
30646
Plan a knowledge-base placement path
F 22 35 0 0 67
30647
Federal+SLED govcon MCP: SAM, USASpending, recompete, hearings, policy intel, s…
F 22 35 0 0 67
30648
OpenClaw Direct Claim 1
Deploy, monitor, and manage your OpenClaw AI assistants via natural language.
F 22 35 0 0 67
30649
AI-powered patent intelligence for search & analysis
F 22 35 0 0 67
30650
Handoff Tracker Claim 1
Short-term session memory manager for collaborative agent networks.
F 22 35 0 0 67
Showing 30601–30650 of 64812 servers
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