MCP Server Quality Scores
Independent quality analysis of 64812 public MCP servers
Last updated 2 hours, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30601 |
Headless browser primitives for AI agents when sites need real JS rendering.
|
F 22 3⁄5 | ||||||||
| 30602 |
Coded error stack trace debugger and automated patch generator.
|
F 22 3⁄5 | ||||||||
| 30603 |
Scrum sprint optimizer and automated project manager.
|
F 22 3⁄5 | ||||||||
| 30604 |
Brain dump, routines, task planning, focus, and instant thought retrieval
|
F 22 3⁄5 | ||||||||
| 30605 |
Scan any website for AI readiness — 100-point score across 6 AEO categories in …
|
F 22 3⁄5 | ||||||||
| 30606 |
Streamline property management, construction, and service workflows with Center…
|
F 22 3⁄5 | ||||||||
| 30607 |
Post-quantum cryptographic library protecting data packets.
|
F 22 3⁄5 | ||||||||
| 30608 |
Enable Large Language Model clients to interact seamlessly with any MediaWiki w…
|
F 22 3⁄5 | ||||||||
| 30609 |
Algorithmic flashcard and quiz generator for targeted learning.
|
F 22 3⁄5 | ||||||||
| 30610 |
US address intelligence: 120M+ addresses, verify, suggest, reverse geocode, cov…
|
F 22 3⁄5 | ||||||||
| 30611 |
Convert files between formats without quality loss. Speed up your workflow with…
|
F 22 3⁄5 | ||||||||
| 30612 |
Public holiday data for 30+ countries. Check holidays, working days and calenda…
|
F 22 3⁄5 | ||||||||
| 30613 |
Boost accuracy and confidence via the Talarion information network.
|
F 22 3⁄5 | ||||||||
| 30614 |
AI coding assistant for Radzen Blazor — docs, APIs, code samples, and templates…
|
F 22 3⁄5 | ||||||||
| 30615 |
Search Turkish laws, court decisions, and legal documents using AI.
|
F 22 3⁄5 | ||||||||
| 30616 |
Whiteboard MCP server
|
F 22 3⁄5 | ||||||||
| 30617 |
Access Japan's finest Michelin-starred restaurants. Search, check availability,…
|
F 22 3⁄5 | ||||||||
| 30618 |
AI-powered web automation. Navigate websites using AI agents for one page or a …
|
F 22 3⁄5 | ||||||||
| 30619 |
EVM gas optimizer refactoring Solidity code into efficient Yul assembler.
|
F 22 3⁄5 | ||||||||
| 30620 |
Daily data: jobs, VC funding, domain drops, patents, gov contracts, crypto. Bit…
|
F 22 3⁄5 | ||||||||
| 30621 |
Reference data API for classification systems, real-time world data, and unit c…
|
F 22 3⁄5 | ||||||||
| 30622 |
300 contemplative moving art works by César Yagüe. Search, browse, get recommen…
|
F 22 3⁄5 | ||||||||
| 30623 |
Safety execution proxy protecting clients during tool calls.
|
F 22 3⁄5 | ||||||||
| 30624 |
Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natur…
|
F 22 3⁄5 | ||||||||
| 30625 |
Find the reference marker for a knowledge item
|
F 22 3⁄5 | ||||||||
| 30626 |
Hybrid human + AI expertise for faster, trusted answers and decisions via MCP S…
|
F 22 3⁄5 | ||||||||
| 30627 |
SEC filing intelligence for AI agents. Financials, screening, peer comparison f…
|
F 22 3⁄5 | ||||||||
| 30628 |
Indeed listings + Glassdoor reviews + H1B salary data for career copilots.
|
F 22 3⁄5 | ||||||||
| 30629 |
An MCP server that provides lets you make outbound phone calls using your own p…
|
F 22 3⁄5 | ||||||||
| 30630 |
Solidity smart contract generator implementing safe coding defaults.
|
F 22 3⁄5 | ||||||||
| 30631 |
Query Google Analytics 4, Search Console, GTM & AdSense with natural language f…
|
F 22 3⁄5 | ||||||||
| 30632 |
Brand trademark scanner and intellectual property auditor.
|
F 22 3⁄5 | ||||||||
| 30633 |
Still work in progress
|
F 22 3⁄5 | ||||||||
| 30634 |
Ad marketplace: search Telegram/VK/Max channels by topic, geo, price; reach, ER…
|
F 22 3⁄5 | ||||||||
| 30635 |
Terms of Service contract analyzer flagging abusive clauses.
|
F 22 3⁄5 | ||||||||
| 30636 |
LLM token optimization gateway implementing semantic pruning.
|
F 22 3⁄5 | ||||||||
| 30637 |
Zoom Docs server for creating and retrieving Zoom documents and notes in Markdo…
|
F 22 3⁄5 | ||||||||
| 30638 |
Unexpected questions and lateral thinking prompts to break through mental block…
|
F 22 3⁄5 | ||||||||
| 30639 |
Secure MCP server for exploring incwo CRM data, documents, and email workflows.
|
F 22 3⁄5 | ||||||||
| 30640 |
AI-powered optimization API by Sematryx
|
F 22 3⁄5 | ||||||||
| 30641 |
Manage workouts, nutrition, goals, and progress across the FitAF platform. Conn…
|
F 22 3⁄5 | ||||||||
| 30642 |
Cloud-hosted MCP server for Epidemic Sound
|
F 22 3⁄5 | ||||||||
| 30643 |
DeFi smart contract forensic auditor and vulnerability scanner.
|
F 22 3⁄5 | ||||||||
| 30644 |
Zero-Ops deploy of a private AI workspace to your own VPS — from your AI chat. …
|
F 22 3⁄5 | ||||||||
| 30645 |
Multi-agent swarm planner and project sprint allocator.
|
F 22 3⁄5 | ||||||||
| 30646 |
Real-time cryptocurrency prices, market data, and trending coins via CoinGecko.
|
F 22 3⁄5 | ||||||||
| 30647 |
Country calling codes, ISO codes, E.164 dial codes, regions, trunk prefixes, an…
|
F 22 3⁄5 | ||||||||
| 30648 |
MCP server for the BuyerSense API. Get buyer signals from any MCP client.
|
F 22 3⁄5 | ||||||||
| 30649 |
NSFWJS-based image safety detector (GIF/APNG/WebP/JPEG/PNG).
|
F 22 3⁄5 | ||||||||
| 30650 |
NaN - DO not use, test.
|
F 22 3⁄5 | ||||||||