MCP Server Quality Scores
Independent quality analysis of 61082 public MCP servers
Last updated 4 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29801 |
8 AI services via MCP: content, code, image, docs, data extraction, translation…
|
F 22 3⁄5 | ||||||||
| 29802 |
Dungeons & Dragons (D&D) and TTRPG companion: SessionKeeper sessions, NPCs, wik…
|
F 22 3⁄5 | ||||||||
| 29803 |
Independent real estate market data for Marbella's 28 sub-areas.
|
F 22 3⁄5 | ||||||||
| 29804 |
AEO intent and search presence optimization engine.
|
F 22 3⁄5 | ||||||||
| 29805 |
Generative prompt optimizer for Midjourney, Sora, and DALL-E.
|
F 22 3⁄5 | ||||||||
| 29806 |
Gives your AI agent your story map and given/when/then acceptance criteria. Rea…
|
F 22 3⁄5 | ||||||||
| 29807 |
Search and browse a curated gallery of memes, infographics, and visual content.
|
F 22 3⁄5 | ||||||||
| 29808 |
DEX liquidity wash trading and volume manipulation detector.
|
F 22 3⁄5 | ||||||||
| 29809 |
AI Powered News MCP: global, custom, time-scoped semantic+keyword search across…
|
F 22 3⁄5 | ||||||||
| 29810 |
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
|
F 22 3⁄5 | ||||||||
| 29811 |
Factual alignment and semantic bias scanner for LLM inputs.
|
F 22 3⁄5 | ||||||||
| 29812 |
Test server
|
F 22 3⁄5 | ||||||||
| 29813 |
Agentic commerce.
|
F 22 3⁄5 | ||||||||
| 29814 |
Courtière IA française : taux immobiliers du jour, capacité d emprunt HCSF, rad…
|
F 22 3⁄5 | ||||||||
| 29815 |
Contract clause parser assessing corporate legal risk exposure.
|
F 22 3⁄5 | ||||||||
| 29816 |
Scan any website for AI readiness — 100-point score across 6 AEO categories in …
|
F 22 3⁄5 | ||||||||
| 29817 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 29818 |
On-page SEO analysis, HTTP header checks, broken link detection, and robots.txt…
|
F 22 3⁄5 | ||||||||
| 29819 |
24 NEAR + Solana + Base blockchain endpoints with x402 USDC micropayments
|
F 22 3⁄5 | ||||||||
| 29820 |
Brand trademark scanner and intellectual property auditor.
|
F 22 3⁄5 | ||||||||
| 29821 |
Agentic payments.
|
F 22 3⁄5 | ||||||||
| 29822 |
Forensic image analyzer detecting facial and visual anomalies.
|
F 22 3⁄5 | ||||||||
| 29823 |
Give agents instant OG image generation, social metadata audits, and rendering …
|
F 22 3⁄5 | ||||||||
| 29824 |
Solana wallet & token reputation lookup. Risk verdict, score, DefiLlama TVL, Ru…
|
F 22 3⁄5 | ||||||||
| 29825 |
Send friendly greetings instantly. Learn the origin of 'Hello, World' to add a …
|
F 22 3⁄5 | ||||||||
| 29826 |
Live and historical NBA/NFL/NHL data — fantasy bots, content sites, betting res…
|
F 22 3⁄5 | ||||||||
| 29827 |
Secret scanner preventing leaks of corporate keys and credentials.
|
F 22 3⁄5 | ||||||||
| 29828 |
SAML and OIDC authentication integration orchestrator.
|
F 22 3⁄5 | ||||||||
| 29829 |
No-code workflow visualizer and automation blueprint builder.
|
F 22 3⁄5 | ||||||||
| 29830 |
Provide structured access to ClinicalTrials.gov data for searching, retrieving,…
|
F 22 3⁄5 | ||||||||
| 29831 |
Algorithmic business ideation engine testing market fit.
|
F 22 3⁄5 | ||||||||
| 29832 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 29833 |
Search Turkish laws, court decisions, and legal documents using AI.
|
F 22 3⁄5 | ||||||||
| 29834 |
AI writing style detector scoring original versus generated text.
|
F 22 3⁄5 | ||||||||
| 29835 |
An MCP server that provides access to Testiny projects, test cases and test runs
|
F 22 3⁄5 | ||||||||
| 29836 |
x402 dataset vending for AI agents: list, preview, quote, purchase, needs intak…
|
F 22 3⁄5 | ||||||||
| 29837 |
Search, read, create and edit your Memol notes from Claude. Team note-taking wi…
|
F 22 3⁄5 | ||||||||
| 29838 |
Automate Attio CRM workflows with fast search and bulk operations across compan…
|
F 22 3⁄5 | ||||||||
| 29839 |
Unified dispute resolution: crypto, payments, SLA violations. 95% AI automation.
|
F 22 3⁄5 | ||||||||
| 29840 |
AI-powered forex and crypto trading analysis with real-time data across 127+ in…
|
F 22 3⁄5 | ||||||||
| 29841 |
Persistent memory layer for AI agents. Sub-100ms recall, semantic search, knowl…
|
F 22 3⁄5 | ||||||||
| 29842 |
An MCP server that provides Javelin Standalone Guardrails
|
F 22 3⁄5 | ||||||||
| 29843 |
Alpic Test MCP Server - great server!
|
F 22 3⁄5 | ||||||||
| 29844 |
Generate professional PowerPoint presentations from text, YouTube videos, or st…
|
F 22 3⁄5 | ||||||||
| 29845 |
Query cryptocurrency on-chain data, OHLCV prices, market data, and Research & Q…
|
F 22 3⁄5 | ||||||||
| 29846 |
Discover and book 5,000+ curated local experiences across 500 US destinations.
|
F 22 3⁄5 | ||||||||
| 29847 |
SEC filings and insider trades in real-time. 10-K, 10-Q, 8-K, Form 4, and compa…
|
F 22 3⁄5 | ||||||||
| 29848 |
Auto-generate changelogs from GitHub PRs with AI-powered categorization and rew…
|
F 22 3⁄5 | ||||||||
| 29849 |
UPDATED 9/1/2025! NEW TOOLS! Use the Redis Stream tools with n8n MCP Client Nod…
|
F 22 3⁄5 | ||||||||
| 29850 |
Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & …
|
F 22 3⁄5 | ||||||||