MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27601 |
Promptster
Claim
Test and compare prompts across any AI provider. Bring your own keys.
|
D 45 2⁄4 | ||||||||
| 27602 |
ThumbGate
Claim
MCP Memory Gateway captures explicit structured feedback from AI coding agents,…
|
D 45 2⁄4 | ||||||||
| 27603 |
Ssemble AI Clipping
Claim
Create AI-powered short-form video clips from YouTube videos using any AI assis…
|
D 45 2⁄4 | ||||||||
| 27604 |
AEO Scanner
Claim
AI search visibility audit — triple scoring: AEO, GEO, Agent Readiness. Mention…
|
D 45 2⁄4 | ||||||||
| 27605 |
GIA Governance
Claim
AI workforce governance control plane. 29 governed MCP tools for decision class…
|
D 45 2⁄4 | ||||||||
| 27606 |
SudoMock
Claim
## SudoMock MCP Server
Render photorealistic product mockups from your AI assi…
|
D 45 2⁄4 | ||||||||
| 27607 |
video-summarizer
Claim
BibiGPT is an AI-powered video and audio assistant that turns hours of conte…
|
D 45 2⁄4 | ||||||||
| 27608 |
Trading Signals
Claim
Live AI crypto trading signals for AI agents. Get real-time bullish/bearish sig…
|
D 45 2⁄4 | ||||||||
| 27609 |
options-analytics
Claim
Real-time options analytics MCP server. 23 tools covering gamma/delta/vanna/cha…
|
D 45 2⁄4 | ||||||||
| 27610 |
A Model Context Protocol server that enables Large Language Models to access an…
|
D 44 3⁄4 | ||||||||
| 27611 |
An MCP server for YouTube automation using Playwright and Gemini AI agent. Enab…
|
D 44 3⁄4 | ||||||||
| 27612 |
Date MCP Server
Claim
Provides AI assistants with accurate current date and day of week information t…
|
D 43 3⁄4 | ||||||||
| 27613 |
Claude MCP File Server
Claim
A file management system powered by Claude AI that provides document access and…
|
D 43 3⁄4 | ||||||||
| 27614 |
Meelion MCP
Claim
Brazilian fixed income & financial data for AI. Selic, CDI, IPCA, CDB/LCI/LCA r…
|
D 42 4⁄5 | ||||||||
| 27615 |
Hyperlocal event search across 50 US states — 29K venues, 275K upcoming events.
|
D 42 2⁄5 | ||||||||
| 27616 |
MCP Email Service
Claim
A Model Context Protocol service for comprehensive email management that suppor…
|
D 42 3⁄4 | ||||||||
| 27617 |
Connect Claude to your SavvyCal account. List upcoming meetings, check your ava…
|
D 41 4⁄5 | ||||||||
| 27618 |
Knowledge MCP Service
Claim
Enables AI-powered document analysis and querying for project documentation usi…
|
D 41 3⁄4 | ||||||||
| 27619 |
AGTS MCP Server
Claim
Sovereign MCP Gateway — 64 governed tools with Merkle transparency log. EU AI A…
|
D 41 4⁄5 | ||||||||
| 27620 |
SAVORDISH
Claim
AI-powered recipe platform: 18 MCP tools for meal planning, grocery lists & Ins…
|
D 41 3⁄5 | ||||||||
| 27621 |
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
|
D 41 3⁄4 | ||||||||
| 27622 |
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
|
D 41 3⁄4 | ||||||||
| 27623 |
Expert knowledge base for sales, negotiation, strategy, operations, and risk.
|
D 40 2⁄4 | ||||||||
| 27624 |
Deckrun
Claim
Transforms Markdown content into professional PDF slide decks instantly. Provid…
|
D 40 2⁄5 | ||||||||
| 27625 |
Iteratools
Claim
Generate professional media including images, videos, and speech to streamline …
|
D 40 2⁄5 | ||||||||
| 27626 |
MCP server for Freebeat creative workflows.
Use it from MCP clients such as Cl…
|
D 40 2⁄5 | ||||||||
| 27627 |
streambridge
Claim
Search Chinese TV drama scenes with second-level timestamps by character, emoti…
|
D 40 2⁄4 | ||||||||
| 27628 |
CouchLoop EQ
Claim
CouchLoop EQ provides behavioral governance for LLMs. It monitors AI responses …
|
D 40 2⁄5 | ||||||||
| 27629 |
AI-native database utility. Talk to your DB in plain language. No SQL. MySQL & …
|
D 40 4⁄5 | ||||||||
| 27630 |
cancersupport
Claim
|
D 40 2⁄5 | ||||||||
| 27631 |
The SVGverseAI MCP Server lets you connect your AI agents, automation workflows…
|
D 40 2⁄5 | ||||||||
| 27632 |
Case Law Search
Claim
Search 9M+ court opinions and federal dockets.
|
D 40 2⁄5 | ||||||||
| 27633 |
nitrosend
Claim
AI-native email marketing platform built for agents like Claude, ChatGPT and Co…
|
D 40 2⁄5 | ||||||||
| 27634 |
discource-mcp-tools
Claim
Manage and explore forum communities by searching topics, reading posts, and vi…
|
D 40 2⁄5 | ||||||||
| 27635 |
wealth
Claim
Wealth MCP wraps the wealth experience routes (`/expenses`, `/income`, `/assets…
|
D 40 2⁄5 | ||||||||
| 27636 |
hjsh200219-pharminfo-mcp
Claim
Look up Korean drug ingredient and product data by HIRA component and product c…
|
D 40 2⁄5 | ||||||||
| 27637 |
Tier List
Claim
Create visual tier list images from ranked items and categories. Share rankings…
|
D 40 2⁄5 | ||||||||
| 27638 |
vsf1234
Claim
|
D 40 2⁄5 | ||||||||
| 27639 |
sucesio-mcp
Claim
The AI Seller for Sucesio.io — digital estate planning for expats in Europe.
S…
|
D 40 2⁄5 | ||||||||
| 27640 |
mcp-flux-pro
Claim
|
D 40 2⁄5 | ||||||||
| 27641 |
barbell-tools
Claim
**CoachSync MCP** provides barbell strength training tools for AI assistants. B…
|
D 40 2⁄5 | ||||||||
| 27642 |
climate-impacts
Claim
This MCP server connects to the [Climate Impacts Explorer](https://climate-impa…
|
D 40 2⁄5 | ||||||||
| 27643 |
APIbase
Claim
Production MCP server — universal API hub for AI agents. 95 tools across travel…
|
D 40 2⁄5 | ||||||||
| 27644 |
SpaceMolt
Claim
Manage and interact with various gaming environments directly through your inte…
|
D 40 2⁄5 | ||||||||
| 27645 |
MoneyChoice
Claim
Provides institutional macroeconomic forecasts across commodities, currencies, …
|
D 40 2⁄5 | ||||||||
| 27646 |
aksjah
Claim
|
D 40 2⁄5 | ||||||||
| 27647 |
Agents @Kopern.ai
Claim
Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestr…
|
D 40 2⁄5 | ||||||||
| 27648 |
projects-emmanuel
Claim
|
D 40 2⁄5 | ||||||||
| 27649 |
Timestamp
Claim
Translates between Unix, ISO 8601, and human-readable formats while automatical…
|
D 40 2⁄5 | ||||||||
| 27650 |
Local MCP
Claim
Connect Claude, Cursor, and Windsurf to Mail, Calendar, Contacts, Teams & OneDr…
|
D 40 2⁄5 | ||||||||