MCP Server Quality Scores
Independent quality analysis of 64812 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30601 |
Country calling codes, ISO codes, E.164 dial codes, regions, trunk prefixes, an…
|
F 22 3⁄5 | ||||||||
| 30602 |
Add a support case follow-up
|
F 22 3⁄5 | ||||||||
| 30603 |
Zero-Ops deploy of a private AI workspace to your own VPS — from your AI chat. …
|
F 22 3⁄5 | ||||||||
| 30604 |
DeFi smart contract forensic auditor and vulnerability scanner.
|
F 22 3⁄5 | ||||||||
| 30605 |
Cloud-hosted MCP server for Epidemic Sound
|
F 22 3⁄5 | ||||||||
| 30606 |
AI-powered optimization API by Sematryx
|
F 22 3⁄5 | ||||||||
| 30607 |
Unexpected questions and lateral thinking prompts to break through mental block…
|
F 22 3⁄5 | ||||||||
| 30608 |
Generate on-brand proposals, reports, and contracts instantly. Auto-extracts br…
|
F 22 3⁄5 | ||||||||
| 30609 |
An MCP server that provides lets you make outbound phone calls using your own p…
|
F 22 3⁄5 | ||||||||
| 30610 |
Brand trademark scanner and intellectual property auditor.
|
F 22 3⁄5 | ||||||||
| 30611 |
Hybrid human + AI expertise for faster, trusted answers and decisions via MCP S…
|
F 22 3⁄5 | ||||||||
| 30612 |
Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natur…
|
F 22 3⁄5 | ||||||||
| 30613 |
Find the reference marker for a knowledge item
|
F 22 3⁄5 | ||||||||
| 30614 |
Reference data API for classification systems, real-time world data, and unit c…
|
F 22 3⁄5 | ||||||||
| 30615 |
Daily data: jobs, VC funding, domain drops, patents, gov contracts, crypto. Bit…
|
F 22 3⁄5 | ||||||||
| 30616 |
AI-powered web automation. Navigate websites using AI agents for one page or a …
|
F 22 3⁄5 | ||||||||
| 30617 |
Whiteboard MCP server
|
F 22 3⁄5 | ||||||||
| 30618 |
On-chain blockchain data for AI agents across Ethereum, Bitcoin, and Hyperliqui…
|
F 22 3⁄5 | ||||||||
| 30619 |
AI coding assistant for Radzen Blazor — docs, APIs, code samples, and templates…
|
F 22 3⁄5 | ||||||||
| 30620 |
x402 dataset vending for AI agents: list, preview, quote, purchase, needs intak…
|
F 22 3⁄5 | ||||||||
| 30621 |
Hacker News and technical blog developer outreach parser.
|
F 22 3⁄5 | ||||||||
| 30622 |
AEO intent and search presence optimization engine.
|
F 22 3⁄5 | ||||||||
| 30623 |
Turn raw screenshots into professional device mockups & app store visuals in se…
|
F 22 3⁄5 | ||||||||
| 30624 |
Digest a support intake marker
|
F 22 3⁄5 | ||||||||
| 30625 |
Generate polished PowerPoint presentations from text prompts, YouTube videos, o…
|
F 22 3⁄5 | ||||||||
| 30626 |
OSINT dark web database search tool detecting credential leaks.
|
F 22 3⁄5 | ||||||||
| 30627 |
Advanced text styling to preserve semantic human flow.
|
F 22 3⁄5 | ||||||||
| 30628 |
AI Catholic formation — spiritual direction, saints, scripture, and semantic se…
|
F 22 3⁄5 | ||||||||
| 30629 |
Scrum sprint optimizer and automated project manager.
|
F 22 3⁄5 | ||||||||
| 30630 |
Identify a configuration label for a release brief
|
F 22 3⁄5 | ||||||||
| 30631 |
Subotiz integration toolchain for developers
|
F 22 3⁄5 | ||||||||
| 30632 |
Coded error stack trace debugger and automated patch generator.
|
F 22 3⁄5 | ||||||||
| 30633 |
A non functional MCP server (yet)
|
F 22 3⁄5 | ||||||||
| 30634 |
AI Powered News MCP: global, custom, time-scoped semantic+keyword search across…
|
F 22 3⁄5 | ||||||||
| 30635 |
Real-time supply chain risk intelligence with composite scoring and early warni…
|
F 22 3⁄5 | ||||||||
| 30636 |
WorkMagic MCP
|
F 22 3⁄5 | ||||||||
| 30637 |
Viral waitlists with referral tracking, leaderboards, analytics, and built-in t…
|
F 22 3⁄5 | ||||||||
| 30638 |
Tour de France 2026 MCP — 21 stages, race phase tracking, stage start times, st…
|
F 22 3⁄5 | ||||||||
| 30639 |
Automate Attio CRM workflows with fast search and bulk operations across compan…
|
F 22 3⁄5 | ||||||||
| 30640 |
Interactive sales pitch deck structure generator.
|
F 22 3⁄5 | ||||||||
| 30641 |
Site crawl + tech stack + DNS + SSL + WHOIS — five web-intel layers in one MCP.
|
F 22 3⁄5 | ||||||||
| 30642 |
OWASP threat scanner auditing codebases for safety leaks.
|
F 22 3⁄5 | ||||||||
| 30643 |
Schedule and publish to LinkedIn, X, and Threads from your AI. Content calendar…
|
F 22 3⁄5 | ||||||||
| 30644 |
Extract text and tables from PDFs, merge documents, and get metadata.
|
F 22 3⁄5 | ||||||||
| 30645 |
GitHub repo analytics, trending repos, contributor stats, and language breakdow…
|
F 22 3⁄5 | ||||||||
| 30646 |
Plan a knowledge-base placement path
|
F 22 3⁄5 | ||||||||
| 30647 |
Federal+SLED govcon MCP: SAM, USASpending, recompete, hearings, policy intel, s…
|
F 22 3⁄5 | ||||||||
| 30648 |
Deploy, monitor, and manage your OpenClaw AI assistants via natural language.
|
F 22 3⁄5 | ||||||||
| 30649 |
AI-powered patent intelligence for search & analysis
|
F 22 3⁄5 | ||||||||
| 30650 |
Short-term session memory manager for collaborative agent networks.
|
F 22 3⁄5 | ||||||||