MCP Server Quality Scores
Independent quality analysis of 41393 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35651 |
shipswiftcomponents-mcp
Claim
A paid remote MCP for ShipSwift, built to return verdicts, receipts, usage logs…
|
— | ||||||||
| 35652 |
UnClick MCP Server
Claim
MCP server for the UnClick agent platform, providing native endpoint tools for …
|
— | ||||||||
| 35653 |
High-value scientific tools for AI agents — literature search (PubMed, arXiv, S…
|
— | ||||||||
| 35654 |
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integrat…
|
— | ||||||||
| 35655 |
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
|
— | ||||||||
| 35656 |
queryshield
Claim
Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.
|
— | ||||||||
| 35657 |
Enables secure local proofreading of Korean official documents (.hwpx/.hwp) usi…
|
— | ||||||||
| 35658 |
MCP server for generating charts using AntV. Supports various chart types throu…
|
— | ||||||||
| 35659 |
groupdocs-merger-mcp
Claim
MCP server for GroupDocs.Merger — merge, split, and inspect documents via AI ag…
|
— | ||||||||
| 35660 |
idontcare
Claim
|
— | ||||||||
| 35661 |
devicecloud
Claim
MCP server for DeviceCloud — query Maestro test uploads, results, analytics, an…
|
— | ||||||||
| 35662 |
MagicSlides MCP
Claim
Generate professional PowerPoint presentations from text, YouTube videos, or st…
|
— | ||||||||
| 35663 |
oecd-search
Claim
Discover OECD datasets and indicators, and browse categories across economy, he…
|
— | ||||||||
| 35664 |
SSH MCP Server
Claim
An advanced SSH session manager that allows Claude to establish and manage mult…
|
— | ||||||||
| 35665 |
mcp-graphql-bridge
Claim
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
|
— | ||||||||
| 35666 |
verify-mcp
Claim
Offline Ed25519 verification of signed receipts, bundles, and trust artifacts.
|
— | ||||||||
| 35667 |
Search Console Analytics
Claim
Analyze Google Search Console performance with rich dimensions, advanced filter…
|
— | ||||||||
| 35668 |
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
|
— | ||||||||
| 35669 |
Binance MCP Server
Claim
Backend service that enables users to connect with Binance exchange for viewing…
|
— | ||||||||
| 35670 |
magnifica-humanitas-mcp
Claim
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
|
— | ||||||||
| 35671 |
apple-docs-mcp-server
Claim
Search and retrieve information from Apple's complete developer documentation, …
|
— | ||||||||
| 35672 |
This server provides guidance and recommendations based on AWS's Well-Architect…
|
— | ||||||||
| 35673 |
hyperframesrender-mcp
Claim
A paid remote MCP for HyperFrames, built to return verdicts, receipts, usage lo…
|
— | ||||||||
| 35674 |
second-brain-cloudflare
Claim
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
|
— | ||||||||
| 35675 |
metamodel
Claim
AI-callable calculators and engineering models with real formulas. No hallucina…
|
— | ||||||||
| 35676 |
x402-paid MCP server on Base L2 — LangGraph/CrewAI/Eliza/A2A agent-discovery + …
|
— | ||||||||
| 35677 |
memory-graph
Claim
|
— | ||||||||
| 35678 |
Grimoire
Claim
Manage TTRPG campaigns: NPCs, locations, factions, quests, sessions, lore, and …
|
— | ||||||||
| 35679 |
An all-in-one development toolkit that integrates 10 popular MCPs with comprehe…
|
— | ||||||||
| 35680 |
Firewalla MCP Server
Claim
Provides real-time access to Firewalla firewall data through 28 specialized too…
|
— | ||||||||
| 35681 |
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
|
— | ||||||||
| 35682 |
DevHelm MCP Server
Claim
Monitor uptime, manage incidents, configure alerting, and query dependency stat…
|
— | ||||||||
| 35683 |
CodeRide
Claim
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
|
— | ||||||||
| 35684 |
odoo
Claim
|
— | ||||||||
| 35685 |
GCP MCP Server
Claim
Enables AI assistants to interact with and manage Google Cloud Platform resourc…
|
— | ||||||||
| 35686 |
A Model Context Protocol server that enables Claude Desktop users to interact d…
|
— | ||||||||
| 35687 |
Two Minute Reports
Claim
Analyse SEO, PPC, E-Commerce from 30+ marketing sources.
Connect to your marke…
|
— | ||||||||
| 35688 |
geminiomnirights-mcp
Claim
Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, …
|
— | ||||||||
| 35689 |
ArXiv MCP Server
Claim
Enables AI assistants to search arXiv's research repository, download papers, a…
|
— | ||||||||
| 35690 |
Enables AI-powered Ghost CMS blog management through Claude Desktop with conten…
|
— | ||||||||
| 35691 |
Diabetes:M MCP Server
Claim
Integrates Diabetes:M data with Claude Desktop to access glucose readings, insu…
|
— | ||||||||
| 35692 |
PDF Reader MCP Server
Claim
An MCP server providing comprehensive PDF processing capabilities with 18 tools…
|
— | ||||||||
| 35693 |
A Docker-based deployment that wraps the Gemini MCP server with supergateway to…
|
— | ||||||||
| 35694 |
An enhanced memory management system that wraps memento-mcp with sophisticated …
|
— | ||||||||
| 35695 |
Security-hardened file organizer with smart categorization and duplicate detect…
|
— | ||||||||
| 35696 |
Academic peer-review, research-gap finding, journal recommender, and article wr…
|
— | ||||||||
| 35697 |
Green Gooding
Claim
Read-only catalog for Green Gooding — NYC peer-to-peer rental marketplace.
|
— | ||||||||
| 35698 |
mempalace memory
Claim
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
|
— | ||||||||
| 35699 |
copilotcliswitchgate-mcp
Claim
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
|
— | ||||||||
| 35700 |
ShaBaas Pay MCP Server
Claim
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
|
— | ||||||||