MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1601 |
sl-test
|
B 80 5⁄4 | ||||||||
| 1602 |
JSON/YAML/CSV validate, diff, transform for AI agents
|
B 80 4⁄4 | ||||||||
| 1603 |
Visa Acceptance
Claim
The Visa Acceptance Model Context Protocol server allows you to integrate with …
|
B 80 5⁄5 | ||||||||
| 1604 |
MCP server for SAPUI5/OpenUI5 development
|
B 80 5⁄5 | ||||||||
| 1605 |
Moneybird MCP Server - AI-powered bookkeeping
|
B 80 5⁄4 | ||||||||
| 1606 |
Enables LLMs to read, search, convert, and extract metadata from MDX files, pro…
|
B 80 5⁄4 | ||||||||
| 1607 |
vellaveto
Claim
Agent Interaction Firewall for AI tool calls. Runtime security for MCP and func…
|
B 80 5⁄4 | ||||||||
| 1608 |
MCP server for querying Codecov coverage data with configurable URL support
|
B 80 5⁄4 | ||||||||
| 1609 |
A Model Context Protocol (MCP) server that provides a set of tools for retrievi…
|
B 80 5⁄4 | ||||||||
| 1610 |
String analyzer, diff, templates for AI agents
|
B 79 4⁄4 | ||||||||
| 1611 |
|
B 79 5⁄4 | ||||||||
| 1612 |
Protect media from AI training, detect AI-generated content, and find stolen wo…
|
B 79 5⁄4 | ||||||||
| 1613 |
Enables AI assistants to interact directly with Strapi v5 CMS content through f…
|
B 79 5⁄5 | ||||||||
| 1614 |
Provides access to Vitally customer success platform data, enabling users to se…
|
B 79 5⁄5 | ||||||||
| 1615 |
A secure JavaScript REPL server that enables executing code snippets in a sandb…
|
B 79 5⁄5 | ||||||||
| 1616 |
Write notes to Flomo
|
B 79 5⁄4 | ||||||||
| 1617 |
Enables AI applications to interact with decentralized storage through a standa…
|
B 79 5⁄5 | ||||||||
| 1618 |
create-mcp-app
Claim
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
|
B 79 5⁄4 | ||||||||
| 1619 |
shellguard
Claim
MCP server that gives LLM agents read-only shell access over SSH
|
B 79 5⁄4 | ||||||||
| 1620 |
Provides comprehensive website validation across performance, accessibility, SE…
|
B 79 5⁄5 | ||||||||
| 1621 |
ai-ops
Claim
AI operations management: 12 specialized agents, task dispatch, and team coordi…
|
B 79 5⁄4 | ||||||||
| 1622 |
Search Google's Knowledge Graph for structured information about real-world ent…
|
B 79 5⁄4 | ||||||||
| 1623 |
Enables AI-powered medical information retrieval through FHIR clinical document…
|
B 79 5⁄5 | ||||||||
| 1624 |
Enables users to generate professional AWS architecture diagrams, sequence diag…
|
B 79 5⁄5 | ||||||||
| 1625 |
Enables read-only access to Reddit for searching posts within specific subreddi…
|
B 79 5⁄5 | ||||||||
| 1626 |
MCP server for uploading local images to Sanity CMS
|
B 79 4⁄4 | ||||||||
| 1627 |
MCP server for AI interaction with live Smalltalk images
|
B 79 5⁄4 | ||||||||
| 1628 |
Google News integration with automatic topic categorization, multi-language sup…
|
B 79 5⁄5 | ||||||||
| 1629 |
|
B 79 5⁄4 | ||||||||
| 1630 |
edu_video_gen
|
B 79 6⁄6 | ||||||||
| 1631 |
Memex
Claim
Enables searching and retrieving Claude Code conversation history that would ot…
|
B 79 5⁄4 | ||||||||
| 1632 |
MCP server that provides tools for exploring and testing APIs through Swagger/O…
|
B 79 5⁄5 | ||||||||
| 1633 |
[Dida365](https://dida365.com/) (TickTick China) MCP server for AI-powered task…
|
B 79 5⁄5 | ||||||||
| 1634 |
An MCP server for the RocketCyber Managed SOC platform that provides read-only …
|
B 79 5⁄5 | ||||||||
| 1635 |
A universal MCP server for Google Stitch that enables AI-powered UI/UX design g…
|
B 79 5⁄5 | ||||||||
| 1636 |
MySQL Navigator MCP
|
B 79 5⁄4 | ||||||||
| 1637 |
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
|
B 79 5⁄4 | ||||||||
| 1638 |
Enables Claude to interact with Oscribble task projects through natural languag…
|
B 79 5⁄4 | ||||||||
| 1639 |
Pimp My Ride MCP Server
Claim
Enables car customization and racing through natural language by building dream…
|
B 79 5⁄5 | ||||||||
| 1640 |
Allows AI to interact with Autodesk Revit via the MCP protocol, enabling retrie…
|
B 79 5⁄5 | ||||||||
| 1641 |
Enhances AI model capabilities with structured, retrieval-augmented thinking pr…
|
B 79 5⁄5 | ||||||||
| 1642 |
A unified MCP server for AWS that enables natural language infrastructure manag…
|
B 79 5⁄5 | ||||||||
| 1643 |
Empowers AI agents to deeply understand and interact with Obsidian vaults throu…
|
B 79 5⁄4 | ||||||||
| 1644 |
Enables AI copilots to understand and query Salesforce org configurations throu…
|
B 79 5⁄5 | ||||||||
| 1645 |
Provides compiler-grade TypeScript symbol renaming and file/directory move plan…
|
B 79 5⁄5 | ||||||||
| 1646 |
Enables instant file and folder searching on Windows using Everything's blazing…
|
B 79 5⁄4 | ||||||||
| 1647 |
Enables AI coding assistants to control a persistent Chrome browser through Dev…
|
B 79 5⁄5 | ||||||||
| 1648 |
MCP server for RDS Services via OPENAPI.
|
B 79 5⁄5 | ||||||||
| 1649 |
Provides conversational access to a local CVE (Common Vulnerabilities and Expos…
|
B 79 5⁄5 | ||||||||
| 1650 |
MCP server for building unsigned transactions on multiple blockchains via Crypt…
|
B 79 6⁄4 | ||||||||