MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7601 |
Enables monitoring and querying of Datadog metrics for Kubernetes clusters, APM…
|
B 70 5⁄5 | ||||||||
| 7602 |
Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC …
|
B 70 5⁄5 | ||||||||
| 7603 |
A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and…
|
B 70 5⁄4 | ||||||||
| 7604 |
Runtime security for AI agents. 12 MCP tools detect and block prompt injection,…
|
B 70 6⁄6 | ||||||||
| 7605 |
A Model Context Protocol server that enables LLMs to interact directly with Mon…
|
B 70 5⁄5 | ||||||||
| 7606 |
MCP server for searching horse boarding facilities and trainers across the Unit…
|
B 70 4⁄4 | ||||||||
| 7607 |
Enables AI agents to create and manage video compilations through n8n workflows…
|
B 70 5⁄5 | ||||||||
| 7608 |
Enables LLMs to manage PostgreSQL clusters in Kubernetes using the CloudNativeP…
|
B 70 5⁄5 | ||||||||
| 7609 |
Provides persistent memory and context continuity for AI agents using Zep's Gra…
|
B 70 5⁄5 | ||||||||
| 7610 |
A production-ready MCP server that enables users to interact with PostgreSQL da…
|
B 70 5⁄5 | ||||||||
| 7611 |
A Tesseract.js-based server that enables image-to-text recognition within MCP-c…
|
B 70 5⁄4 | ||||||||
| 7612 |
Enables browser automation and AI-driven workflows through Puppeteer integratio…
|
B 70 5⁄5 | ||||||||
| 7613 |
Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search …
|
B 70 5⁄5 | ||||||||
| 7614 |
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Ag…
|
B 70 5⁄5 | ||||||||
| 7615 |
Controls a real Chrome browser to navigate web pages and extract text content w…
|
B 70 5⁄4 | ||||||||
| 7616 |
Enables AI assistants to safely query MySQL databases with read-only access by …
|
B 70 5⁄5 | ||||||||
| 7617 |
This server enables Claude to access Team Fight Tactics (TFT) game data, allowi…
|
B 70 5⁄5 | ||||||||
| 7618 |
An interface for the Nipoppy neuroimaging framework that enables AI agents to l…
|
B 70 5⁄4 | ||||||||
| 7619 |
An MCP server that provides tools for interacting with EDUCHAIN, allowing Claud…
|
B 70 5⁄5 | ||||||||
| 7620 |
Provides basic diagnostic and information tools for Apifox API management platf…
|
B 70 5⁄5 | ||||||||
| 7621 |
MCP Server for interacting with Android Devices.
|
B 70 5⁄4 | ||||||||
| 7622 |
An MCP server to control iOS Simulators
|
B 70 5⁄4 | ||||||||
| 7623 |
A reference implementation demonstrating proper MCP server patterns with HTTP t…
|
B 70 5⁄5 | ||||||||
| 7624 |
Enables comprehensive security vulnerability scanning and code quality analysis…
|
B 70 5⁄5 | ||||||||
| 7625 |
Enables web search and deep research capabilities through the Tavily API, allow…
|
B 70 5⁄5 | ||||||||
| 7626 |
Enables AI agents and assistants like Goose or Claude to interact with VS Code …
|
B 70 5⁄4 | ||||||||
| 7627 |
MCP servers for quantitative trading: live trading signals, market data, NAV hi…
|
B 70 5⁄5 | ||||||||
| 7628 |
Enables integration with Oracle Database and Oracle APEX 20.2, allowing LLMs to…
|
B 70 5⁄4 | ||||||||
| 7629 |
A learning-focused MCP server that demonstrates core MCP concepts through a sim…
|
B 70 5⁄4 | ||||||||
| 7630 |
Enables MCP clients to interact with Jira for managing tasks, including fetchin…
|
B 70 5⁄5 | ||||||||
| 7631 |
Enables searching and retrieving particle physics data from the Particle Data G…
|
B 70 5⁄5 | ||||||||
| 7632 |
Enables fraud analysis and management through Stripe's Radar system, allowing u…
|
B 70 5⁄5 | ||||||||
| 7633 |
Structural similarity-based code filter. Stops malicious code pattern reaching …
|
B 70 5⁄4 | ||||||||
| 7634 |
PinMeTo Location MCP
Claim
An MCP server that connects your PinMeTo locations to AI assistants, enabling n…
|
B 70 6⁄4 | ||||||||
| 7635 |
Enables interaction with the Flutter SDK by providing tools to analyze and appl…
|
B 70 5⁄5 | ||||||||
| 7636 |
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic A…
|
B 70 5⁄4 | ||||||||
| 7637 |
A production-ready template for building Model Context Protocol servers in Type…
|
B 70 5⁄4 | ||||||||
| 7638 |
Enables Instagram engagement analysis using the unofficial Instagram Private AP…
|
B 70 5⁄5 | ||||||||
| 7639 |
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
|
B 70 5⁄4 | ||||||||
| 7640 |
An MCP server that enables users to store and retrieve personalized coding patt…
|
B 70 5⁄4 | ||||||||
| 7641 |
MCP Server Project
Claim
A template/boilerplate MCP server for building custom tools and integrations th…
|
B 70 5⁄4 | ||||||||
| 7642 |
A versatile Model Context Protocol server that enables AI assistants to manage …
|
B 70 5⁄5 | ||||||||
| 7643 |
You.com MCP Server
Claim
MCP server that provides Claude AI assistants with the ability to search the we…
|
B 70 5⁄5 | ||||||||
| 7644 |
Intelligent knowledge base management tool that enables searching, browsing, an…
|
B 70 5⁄4 | ||||||||
| 7645 |
Provides UK-centric date calculations including bank holiday integration, sprin…
|
B 70 5⁄5 | ||||||||
| 7646 |
MongoDB MCP Server
Claim
Enables interaction with MongoDB databases through user management tools includ…
|
B 70 5⁄5 | ||||||||
| 7647 |
Enables optimization, conversion to WebP, and uploading of images to Vercel Blo…
|
B 70 5⁄5 | ||||||||
| 7648 |
Search Etsy listings, fetch shop details, and explore trending products. Create…
|
B 70 5⁄4 | ||||||||
| 7649 |
Atlassian MCP Server
Claim
Enables AI assistants to interact with Jira by executing commands through the A…
|
B 70 5⁄4 | ||||||||
| 7650 |
MCP server that integrates with Shopify API, allowing Claude Desktop users to r…
|
B 70 5⁄5 | ||||||||