MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 23501 |
Curated design references for AI — real CSS values, typography specs, and color…
|
F 34 2⁄5 | ||||||||
| 23502 |
Let AI manage your Google Tag Manager containers — tags, triggers, variables, a…
|
F 34 2⁄5 | ||||||||
| 23503 |
Access Japan's finest Michelin-starred restaurants. Search, check availability,…
|
F 34 2⁄5 | ||||||||
| 23504 |
RUM platform for web performance analytics, Core Web Vitals, and third-party sc…
|
F 34 2⁄5 | ||||||||
| 23505 |
Provide structured access to ClinicalTrials.gov data for searching, retrieving,…
|
F 34 2⁄5 | ||||||||
| 23506 |
Personal todo list that persists across sessions and MCP clients. Create, updat…
|
F 34 2⁄5 | ||||||||
| 23507 |
Egnyte's remote MCP server for secure AI access, search, upload and file manage…
|
F 34 2⁄5 | ||||||||
| 23508 |
Automate Attio CRM workflows with fast search and bulk operations across compan…
|
F 34 2⁄5 | ||||||||
| 23509 |
Remote MCP server: fetch, search, Python, TTS, memory, image, video.
|
F 34 2⁄5 | ||||||||
| 23510 |
Manage contacts, campaigns, senders, and deliverability via SuperSend API
|
F 34 2⁄5 | ||||||||
| 23511 |
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
|
F 34 2⁄5 | ||||||||
| 23512 |
Search 146 vintage chocolate recipes from 1914: cakes, candies, mousses, bevera…
|
F 34 2⁄5 | ||||||||
| 23513 |
Commerce intelligence for AI agents. Diagnose drop-offs, fix checkouts, optimiz…
|
F 34 2⁄5 | ||||||||
| 23514 |
Track client interactions and events. Your AI organizes everything for you.
|
F 34 2⁄5 | ||||||||
| 23515 |
Cloud hosted Okahu MCP server that helps you manage genAI trace data
|
F 34 2⁄5 | ||||||||
| 23516 |
Agent-to-agent messaging platform using MCP for cross-model communication.
|
F 34 2⁄5 | ||||||||
| 23517 |
Testing publish command
|
F 34 2⁄5 | ||||||||
| 23518 |
AI coding assistant for Radzen Blazor — docs, APIs, code samples, and templates…
|
F 34 2⁄5 | ||||||||
| 23519 |
Send & receive texts using MCP. Use own phone! Get OTPs automate workflows Sign…
|
F 34 2⁄5 | ||||||||
| 23520 |
MCP server for the mctx platform. Search documentation to learn how to scaffold…
|
F 34 2⁄5 | ||||||||
| 23521 |
Multi-tenant MCP gateway for AI commerce. One connection, every store on the ne…
|
F 34 2⁄5 | ||||||||
| 23522 |
Send AI bots to attend meetings on your behalf. Get recordings, transcripts, an…
|
F 34 2⁄5 | ||||||||
| 23523 |
Control Shopify Admin tasks with agents or via prompt. Ultra slim integration, …
|
F 34 2⁄5 | ||||||||
| 23524 |
AI agent tools: translation (95+ langs), crypto research, compliance, summariza…
|
F 34 2⁄5 | ||||||||
| 23525 |
Streamline property management, construction, and service workflows with Center…
|
F 34 2⁄5 | ||||||||
| 23526 |
Humanize AI text to bypass GPTZero, Turnitin, Originality.ai. Stealth, Academic…
|
F 34 2⁄5 | ||||||||
| 23527 |
BJJ video analysis — YOLO pose detection, AI technique analysis, and highlight …
|
F 34 2⁄5 | ||||||||
| 23528 |
Get real-time NYC bus arrivals, live vehicle locations, and service alerts. Pla…
|
F 34 2⁄5 | ||||||||
| 23529 |
Allows MCP access to MCP Scoreboard data.
|
F 34 2⁄5 | ||||||||
| 23530 |
Search and analyze 50,000+ hours of business podcast transcripts, entities, and…
|
F 34 2⁄5 | ||||||||
| 23531 |
Non functional server (yet)
|
F 34 2⁄5 | ||||||||
| 23532 |
NaN - DO not use, test.
|
F 34 2⁄5 | ||||||||
| 23533 |
serena
Claim
Speed up development by navigating and modifying large codebases with IDE-like …
|
F 32 3⁄3 | ||||||||
| 23534 |
Greeting Plus
Claim
Send friendly greetings, perform quick calculations, check Korea’s current time…
|
F 32 3⁄3 | ||||||||
| 23535 |
hackerNews_search
Claim
Discover and filter Hacker News content to find the most relevant stories, comm…
|
F 32 3⁄3 | ||||||||
| 23536 |
Bodrum MCP Server
Claim
Provide a flexible and extensible server implementation for the Model Context P…
|
F 32 3⁄3 | ||||||||
| 23537 |
Interact with Descope's Management APIs to manage users, audit, and more.
|
F 32 3⁄5 | ||||||||
| 23538 |
read-website
Claim
Extract website content quickly for research and analysis. Read documentation, …
|
F 32 3⁄3 | ||||||||
| 23539 |
MCP server integrating with Stripe - tools for customers, products, payments, a…
|
F 32 3⁄5 | ||||||||
| 23540 |
time-mcp
Claim
Get the current time, timestamps, and days in any month. Convert times across t…
|
F 32 3⁄3 | ||||||||
| 23541 |
MCP server for AI memory management using Letta - Standard MCP format
|
F 31 3⁄3 | ||||||||
| 23542 |
Twin Persona
Claim
Generate personas for testing and prototyping. Build from your connected accoun…
|
F 30 3⁄5 | ||||||||
| 23543 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 23544 |
muell-io
Claim
|
F 30 3⁄5 | ||||||||
| 23545 |
koko-finance
Claim
AI credit card advisor - search cards, compare portfolios, and optimize rewards
|
F 30 3⁄5 | ||||||||
| 23546 |
Developer Utilities
Claim
Streamline technical workflows with a comprehensive suite of data transformatio…
|
F 30 3⁄5 | ||||||||
| 23547 |
Leeroopedia
Claim
Access detailed documentation and API references for machine learning framework…
|
F 30 3⁄5 | ||||||||
| 23548 |
seltz
Claim
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
|
F 30 3⁄5 | ||||||||
| 23549 |
Ayni
Claim
Facilitate standardized communication between agents using a specialized glyph-…
|
F 30 3⁄5 | ||||||||
| 23550 |
SuperSend MCP
Claim
SuperSend MCP connects your AI assistant (Cursor, Claude, Windsurf) to SuperSen…
|
F 30 3⁄5 | ||||||||