MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 33801 |
Scan any website for AI readiness — 100-point score across 6 AEO categories in …
|
F 22 3⁄5 | ||||||||
| 33802 |
Draft, validate, publish, schedule, and manage social posts across connected ac…
|
F 22 3⁄5 | ||||||||
| 33803 |
Toolbox dynamically routes to all MCPs in the Smithery registry based on your a…
|
F 22 3⁄5 | ||||||||
| 33804 |
DeFi MCP fleet: oracle, security audit, treasury yield, QA attestation, and com…
|
F 22 3⁄5 | ||||||||
| 33805 |
Search the public MCP Registry; discover servers and copy SSE URLs.
|
F 22 3⁄5 | ||||||||
| 33806 |
Find a co-founder and split equity fairly — partnership analysis + co-founder m…
|
F 22 3⁄5 | ||||||||
| 33807 |
Google Search Console analytics, URL inspection and sitemaps, plus PageSpeed, r…
|
F 22 3⁄5 | ||||||||
| 33808 |
Site crawl + tech stack + DNS + SSL + WHOIS — five web-intel layers in one MCP.
|
F 22 3⁄5 | ||||||||
| 33809 |
No-code workflow visualizer and automation blueprint builder.
|
F 22 3⁄5 | ||||||||
| 33810 |
Find the reference marker for a knowledge item
|
F 22 3⁄5 | ||||||||
| 33811 |
Formula 1 2026 schedule MCP — 24 races, drivers, constructors, sessions, circui…
|
F 22 3⁄5 | ||||||||
| 33812 |
Memory for deep conversational context across any platform
|
F 22 3⁄5 | ||||||||
| 33813 |
Zero-Ops deploy of a private AI workspace to your own VPS — from your AI chat. …
|
F 22 3⁄5 | ||||||||
| 33814 |
Cross-tool context for your data stack. Search, lineage, and impact across ware…
|
F 22 3⁄5 | ||||||||
| 33815 |
Solidity smart contract generator implementing safe coding defaults.
|
F 22 3⁄5 | ||||||||
| 33816 |
Verify email deliverability by SMTP. Catch-all/disposable/role detection. EU-ho…
|
F 22 3⁄5 | ||||||||
| 33817 |
Consent-scoped vault access and free verification of family-issued learning rec…
|
F 22 3⁄5 | ||||||||
| 33818 |
Let AI agents query data and act across all your business apps via MCP.
|
F 22 3⁄5 | ||||||||
| 33819 |
Viral waitlists with referral tracking, leaderboards, analytics, and built-in t…
|
F 22 3⁄5 | ||||||||
| 33820 |
Kuaishou hot, suggestions, video/user search, details, comments/replies, profil…
|
F 22 3⁄5 | ||||||||
| 33821 |
Factual alignment and semantic bias scanner for LLM inputs.
|
F 22 3⁄5 | ||||||||
| 33822 |
Advanced text styling to preserve semantic human flow.
|
F 22 3⁄5 | ||||||||
| 33823 |
Strom- und Gastarife sowie Produktinformationen für Energievergleiche, live per…
|
F 22 3⁄5 | ||||||||
| 33824 |
OWASP threat scanner auditing codebases for safety leaks.
|
F 22 3⁄5 | ||||||||
| 33825 |
LLM Orchestration Agent (Mcp)
|
F 22 3⁄5 | ||||||||
| 33826 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 33827 |
Search SVG metadata and buy licensed commercial SVG exports for coding agents.
|
F 22 3⁄5 | ||||||||
| 33828 |
Webinar analytics for Zoom Meeting-based webinars: Funnels, transcripts, email …
|
F 22 3⁄5 | ||||||||
| 33829 |
Last day to make an offer and still fund inside a Canadian rate hold. Needs the…
|
F 22 3⁄5 | ||||||||
| 33830 |
Memcached + MongoDB + Redis Compose Generator
|
F 22 3⁄5 | ||||||||
| 33831 |
Gives your AI agent your story map and given/when/then acceptance criteria. Rea…
|
F 22 3⁄5 | ||||||||
| 33832 |
MCP server for building and testing AI agents with multi-model experimentation …
|
F 22 3⁄5 | ||||||||
| 33833 |
Trade tokenized stocks with Web3 wallet. No registration. AI agent-friendly. Mu…
|
F 22 3⁄5 | ||||||||
| 33834 |
Agentic payments.
|
F 22 3⁄5 | ||||||||
| 33835 |
Manage product ideas, decisions, and customer signals from AI assistants with N…
|
F 22 3⁄5 | ||||||||
| 33836 |
Generate and run high performance queries on open and private spatial data at-s…
|
F 22 3⁄5 | ||||||||
| 33837 |
Run Python code in a secure sandbox without local setup. Declare inline depende…
|
F 22 3⁄5 | ||||||||
| 33838 |
Agent-native search engine with live web research optimized for AI agents.
|
F 22 3⁄5 | ||||||||
| 33839 |
Redis + MinIO + Postgres Stack Generator
|
F 22 3⁄5 | ||||||||
| 33840 |
Create and publish one-pagers and boards for your organization. Upload images f…
|
F 22 3⁄5 | ||||||||
| 33841 |
Generate, edit, and manage Eraser diagrams and docs with AI.
|
F 22 3⁄5 | ||||||||
| 33842 |
MySQL + Redis Compose Generator
|
F 22 3⁄5 | ||||||||
| 33843 |
Select a contact for a client brief
|
F 22 3⁄5 | ||||||||
| 33844 |
Verify Algerian digital certificates and find certified professionals for hirin…
|
F 22 3⁄5 | ||||||||
| 33845 |
CoreModels schema editor: nodes, mixins, relations, JSON Schema import/export. …
|
F 22 3⁄5 | ||||||||
| 33846 |
Real-time cryptocurrency prices, market data, and trending coins via CoinGecko.
|
F 22 3⁄5 | ||||||||
| 33847 |
Automated API pentesting and structural fuzzing proxy.
|
F 22 3⁄5 | ||||||||
| 33848 |
Weather forecasts, current conditions, and location search via Open-Meteo.
|
F 22 3⁄5 | ||||||||
| 33849 |
Play a legendary text adventure by talking to your AI — no commands to memorize…
|
F 22 3⁄5 | ||||||||
| 33850 |
SEC, Congress, FDA, crypto, app reviews and live jobs: scored signals. 18 tools…
|
F 22 3⁄5 | ||||||||