MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 2 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 34001 |
Search UK companies, retrieve profiles, officers, charges, and generate due dil…
|
F 22 3⁄5 | ||||||||
| 34002 |
Financial data, credit scores, and economic indicators for 14,800+ U.S. municip…
|
F 22 3⁄5 | ||||||||
| 34003 |
Booking.com, Airbnb, TripAdvisor unified — for AI travel concierges and trip pl…
|
F 22 3⁄5 | ||||||||
| 34004 |
Fetch a URL and get clean Markdown with metadata. No API key required; rate-lim…
|
F 22 3⁄5 | ||||||||
| 34005 |
Post + comment + subreddit search with comment-level depth for sentiment work.
|
F 22 3⁄5 | ||||||||
| 34006 |
Generate AI talking-head videos with custom characters and voices.
|
F 22 3⁄5 | ||||||||
| 34007 |
Search 20,000+ corporate KPIs and 30,000+ source-attributed industry benchmarks…
|
F 22 3⁄5 | ||||||||
| 34008 |
Schedule and publish to LinkedIn, X, and Threads from your AI. Content calendar…
|
F 22 3⁄5 | ||||||||
| 34009 |
Commerce intelligence for AI agents. Diagnose drop-offs, fix checkouts, optimiz…
|
F 22 3⁄5 | ||||||||
| 34010 |
Deep security scans of repos you own from your editor: dependency CVEs, SAST, g…
|
F 22 3⁄5 | ||||||||
| 34011 |
Zoom Whiteboard server for creating boards and diagrams and locating existing b…
|
F 22 3⁄5 | ||||||||
| 34012 |
Google OAuth LangChain Agent
|
F 22 3⁄5 | ||||||||
| 34013 |
Your hosted Timill instance: query and edit your work-platform data with full p…
|
F 22 3⁄5 | ||||||||
| 34014 |
Japan real estate data: transactions, land prices, vacancy, hazard, zoning & mo…
|
F 22 3⁄5 | ||||||||
| 34015 |
Edge-compute biological sovereignty node for telemetry and cognitive circuit-br…
|
F 22 3⁄5 | ||||||||
| 34016 |
Algorithmic flashcard and quiz generator for targeted learning.
|
F 22 3⁄5 | ||||||||
| 34017 |
Send a finance-review message
|
F 22 3⁄5 | ||||||||
| 34018 |
C2PA standard visual authenticity scanner and metadata auditor.
|
F 22 3⁄5 | ||||||||
| 34019 |
Read-only public LoveTheNorth video discovery; no writes, private data, or mode…
|
F 22 3⁄5 | ||||||||
| 34020 |
Six paid URL-intelligence tools for autonomous agents and agent swarms.
|
F 22 3⁄5 | ||||||||
| 34021 |
Données immobilières officielles françaises (DVF+, cadastre, DPE, risques, urba…
|
F 22 3⁄5 | ||||||||
| 34022 |
Register a delivery confirmation pattern
|
F 22 3⁄5 | ||||||||
| 34023 |
Security & DLP proxy for MCP: tool-poisoning scans, PII redaction on tool args/…
|
F 22 3⁄5 | ||||||||
| 34024 |
Connect to your MediaWiki using simple credentials and manage content without O…
|
F 22 3⁄5 | ||||||||
| 34025 |
AI-powered forex and crypto trading analysis with real-time data across 127+ in…
|
F 22 3⁄5 | ||||||||
| 34026 |
Parsed public-domain market data for AI agents, priced below DIY inference cost…
|
F 22 3⁄5 | ||||||||
| 34027 |
Hosted MCP memory and agent control plane for durable conversations, jobs, and …
|
F 22 3⁄5 | ||||||||
| 34028 |
Build and publish multiplayer apps and games on Neblla: scaffold, edit files, s…
|
F 22 3⁄5 | ||||||||
| 34029 |
Live-Verfügbarkeit, Preise und Buchungslinks direkt beim Sporthotel IDEAL Hochg…
|
F 22 3⁄5 | ||||||||
| 34030 |
Generates React components and design frameworks from visual layouts.
|
F 22 3⁄5 | ||||||||
| 34031 |
Create and edit saved resumes, make tailored or translated copies, and export P…
|
F 22 3⁄5 | ||||||||
| 34032 |
AI-powered ERD design tool. Create and manage database schemas using DBML with …
|
F 22 3⁄5 | ||||||||
| 34033 |
Investment research superagent: podcasts, SEC filings, and no-code research pip…
|
F 22 3⁄5 | ||||||||
| 34034 |
Memory for deep conversational context across any platform
|
F 22 3⁄5 | ||||||||
| 34035 |
Whiteboard MCP server
|
F 22 3⁄5 | ||||||||
| 34036 |
C Squared MCP Registry
|
F 22 3⁄5 | ||||||||
| 34037 |
OWASP threat scanner auditing codebases for safety leaks.
|
F 22 3⁄5 | ||||||||
| 34038 |
Radio frequency database: FM, AM, shortwave, TV, ham, weather, emergency alerts…
|
F 22 3⁄5 | ||||||||
| 34039 |
Plan capacity handling for a task
|
F 22 3⁄5 | ||||||||
| 34040 |
Generate, edit, and manage Eraser diagrams and docs with AI.
|
F 22 3⁄5 | ||||||||
| 34041 |
Read-only access to Namesake's baby name catalog: meaning, origin, pronunciatio…
|
F 22 3⁄5 | ||||||||
| 34042 |
LLM Orchestration Agent (Opentelemetry Instrumentation Fastapi)
|
F 22 3⁄5 | ||||||||
| 34043 |
8 real-estate tools: Zillow, Redfin, Realtor listings, sales, rentals.
|
F 22 3⁄5 | ||||||||
| 34044 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 34045 |
Analyze your campaigns any way you want, with AI.
|
F 22 3⁄5 | ||||||||
| 34046 |
SEC filing intelligence for AI agents. Financials, screening, peer comparison f…
|
F 22 3⁄5 | ||||||||
| 34047 |
Tracks the estimated carbon footprint of AI model usage, per org and project.
|
F 22 3⁄5 | ||||||||
| 34048 |
Real-time polls, surveys, quizzes, trivia, Q&A, and word clouds for teams, educ…
|
F 22 3⁄5 | ||||||||
| 34049 |
Automated API pentesting and structural fuzzing proxy.
|
F 22 3⁄5 | ||||||||
| 34050 |
Is a website ready for AI shopping agents? Readiness score (0-100) + agent shop…
|
F 22 3⁄5 | ||||||||