MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45551 |
sticker-mcp
Claim
Enables AI to send expressive stickers based on conversation context, with a bu…
|
— | ||||||||
| 45552 |
MCP server for Brazilian Federal Senate open data (legislative, administrative,…
|
— | ||||||||
| 45553 |
WebTrace MCP Server
Claim
Exposes reverse engineering capabilities via MCP protocol, enabling AI agents t…
|
— | ||||||||
| 45554 |
ism-mcp
Claim
Agent-friendly query layer over the ASD Information Security Manual, served via…
|
— | ||||||||
| 45555 |
Create Web Page
Claim
Create, edit, preview, publish, and manage web pages from MCP-capable AI client…
|
— | ||||||||
| 45556 |
mcp
Claim
Crypto market intelligence: prices, funding rates, narratives, regime, and delt…
|
— | ||||||||
| 45557 |
shadcn/ui MCP Server
Claim
Enables AI assistants to access and manage shadcn/ui v4 components, including s…
|
— | ||||||||
| 45558 |
gold-mcp
Claim
MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, …
|
— | ||||||||
| 45559 |
WHOOP MCP Server
Claim
Exposes WHOOP recovery, sleep, strain, and workout metrics to MCP-compatible AI…
|
— | ||||||||
| 45560 |
Repowise
Claim
Codebase intelligence for AI coding agents — graph, git history, docs, decision…
|
— | ||||||||
| 45561 |
notification-mcp
Claim
Enables sending push notifications via Bark and PushDeer services, supporting m…
|
— | ||||||||
| 45562 |
mcp-indian-stocks
Claim
Enables real-time and historical Indian stock market data retrieval, including …
|
— | ||||||||
| 45563 |
Lorcana Event Finder
Claim
An MCP server that lets AI assistants look up Disney Lorcana TCG events, stores…
|
— | ||||||||
| 45564 |
Dropbox Dash MCP Server
Claim
Exposes Dropbox Dash search and file metadata via STDIO, enabling users to sear…
|
— | ||||||||
| 45565 |
mcp-mayo
Claim
MCP server that exposes MAYO Apollo HRM platform's Foundation, Attendance, and …
|
— | ||||||||
| 45566 |
A Model Context Protocol server that enables AI assistants to research competit…
|
— | ||||||||
| 45567 |
Control macOS system settings, apps, windows, audio, displays, screenshots, and…
|
— | ||||||||
| 45568 |
530A Model calculator
Claim
Free, deterministic 530A (Trump Account) projections, verified rules, and searc…
|
— | ||||||||
| 45569 |
mcp-json
Claim
Provides tools to validate, format, and query JSON strings via MCP. Enables AI …
|
— | ||||||||
| 45570 |
colab-mcp
Claim
Local-first MCP server for controlling Google Colab as a development, shell, fi…
|
— | ||||||||
| 45571 |
Vision MCP Server
Claim
Enables AI agents to analyze images, extract text, compare images, and analyze …
|
— | ||||||||
| 45572 |
Manages Cloudflare KV namespaces and automates email processing from ProtonMail…
|
— | ||||||||
| 45573 |
Smart File Manager MCP
Claim
An AI-powered file management system that integrates with Claude Desktop to pro…
|
— | ||||||||
| 45574 |
An MCP server for interacting with an HR database, enabling querying employee d…
|
— | ||||||||
| 45575 |
Salesforce MCP Server
Claim
Enables read-only interaction with Salesforce orgs through the local sf CLI, pr…
|
— | ||||||||
| 45576 |
Claude Team MCP
Claim
A Model Context Protocol (MCP) server that turns multiple AI coding agents into…
|
— | ||||||||
| 45577 |
atlas-mcp-doc-search
Claim
Enables hybrid document search (BM25 + vector) with Reciprocal Rank Fusion over…
|
— | ||||||||
| 45578 |
mcp
Claim
Coherence MCP — chat with your CRM's AI agent from Claude, Cursor, and Cline.
|
— | ||||||||
| 45579 |
mcp-server
Claim
Smart LLM routing across every major provider via one OpenAI-shape API.
|
— | ||||||||
| 45580 |
Two independent AI models read a GPR, locate or pipe scan and flag the do-not-c…
|
— | ||||||||
| 45581 |
discord-mcp
Claim
Exposes the Discord REST API to AI agents via the Model Context Protocol, enabl…
|
— | ||||||||
| 45582 |
cartridge-cafe
Claim
Your AI builds live WebGPU game worlds on cartridge.cafe — guest door, no accou…
|
— | ||||||||
| 45583 |
newsintel
Claim
Personalized news intelligence for AI agents — 100+ sources, ranked briefings.
|
— | ||||||||
| 45584 |
parseAPI
Claim
Official parseAPI MCP. Place, IP, email, phone, weather, currency lookups.
|
— | ||||||||
| 45585 |
RiskModels
Claim
Dividend-adjusted US equity total returns, risk decomposition, attribution & ET…
|
— | ||||||||
| 45586 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab repositories, manage branches, cr…
|
— | ||||||||
| 45587 |
Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaborat…
|
— | ||||||||
| 45588 |
buddyboss-api-doc-mcp
Claim
MCP server exposing BuddyBoss REST API contracts grouped by category for activi…
|
— | ||||||||
| 45589 |
connectwise-manage-mcp
Claim
An MCP server for ConnectWise Manage PSA, enabling management of tickets, proje…
|
— | ||||||||
| 45590 |
GBG Loqate - Reach
Claim
Verify addresses, email addresses, and phone numbers with confidence scores.
|
— | ||||||||
| 45591 |
Persistent cross-session memory for OpenCode and MCP coding agents, powered by …
|
— | ||||||||
| 45592 |
Email finder API for AI agents. Find professional email addresses from a person…
|
— | ||||||||
| 45593 |
marketcal
Claim
Provides correct trading day and settlement date calculations for multiple exch…
|
— | ||||||||
| 45594 |
Facebook MCP Server
Claim
Enables AI agents to automate Facebook Page management including posting, comme…
|
— | ||||||||
| 45595 |
mt5-mcp-by-leo
Claim
Full MCP server for MT5: access trades, logs, compilation, etc..
|
— | ||||||||
| 45596 |
masaro-infra-mcp
Claim
A secure MCP server providing read-only tools to interact with Cloudflare, Cool…
|
— | ||||||||
| 45597 |
loreto-mcp
Claim
Turn any YouTube video, article, PDF, or image into a reusable Claude Code skil…
|
— | ||||||||
| 45598 |
ObsidianMCP
Claim
Enables Claude to interact with an Obsidian vault via the Local REST API plugin…
|
— | ||||||||
| 45599 |
nullary
Claim
Negative results intelligence for drug discovery — query measured failures via …
|
— | ||||||||
| 45600 |
Provides unified access to OneDrive and SharePoint through Microsoft Graph API,…
|
— | ||||||||