MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12501 |
Add text or logo watermarks to images via the Markly.cloud API. Batch supported.
|
C 61 6⁄4 | ||||||||
| 12502 |
Enables web search capabilities through the Tavily API, allowing users to perfo…
|
C 61 5⁄5 | ||||||||
| 12503 |
Connects Claude Code to the Perplexity Comet browser to enable autonomous web b…
|
C 61 6⁄4 | ||||||||
| 12504 |
Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.…
|
C 61 6⁄6 | ||||||||
| 12505 |
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get …
|
C 61 5⁄5 | ||||||||
| 12506 |
Enables full control database operations on MySQL through natural language comm…
|
C 61 5⁄5 | ||||||||
| 12507 |
Google Tasks MCP Server
Claim
Enables LLMs like Claude to manage Google Tasks by listing, creating, updating,…
|
C 61 5⁄5 | ||||||||
| 12508 |
An MCP server that enable all IDEs/CLIs to access Claude Code Skills capabiliti…
|
C 61 5⁄4 | ||||||||
| 12509 |
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process…
|
C 61 5⁄4 | ||||||||
| 12510 |
Enables access to AEM block metadata by reading structured information from blo…
|
C 61 5⁄4 | ||||||||
| 12511 |
Provides AI coding agents with access to Figma design data through the Figma AP…
|
C 61 6⁄6 | ||||||||
| 12512 |
Manages query validation, database connection, and security for a system that t…
|
C 61 5⁄5 | ||||||||
| 12513 |
Facilitates integration of Brave Search functionalities with AI assistants thro…
|
C 61 5⁄5 | ||||||||
| 12514 |
Provides current weather and air quality data for any city using WeatherAPI, ea…
|
C 61 5⁄5 | ||||||||
| 12515 |
Cloud MCP Calculator
Claim
A cloud-deployable math tool server that provides calculator capabilities to lo…
|
C 61 5⁄5 | ||||||||
| 12516 |
An MCP-based Java decompilation tool that uses the CFR decompiler to convert .c…
|
C 61 5⁄4 | ||||||||
| 12517 |
Deploys a Model Context Protocol server on Cloudflare Workers without authentic…
|
C 61 5⁄5 | ||||||||
| 12518 |
IVR Flow Linter
Claim
Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, …
|
C 61 6⁄6 | ||||||||
| 12519 |
Provides access to financial transaction data from XB database, enabling lookup…
|
C 61 5⁄5 | ||||||||
| 12520 |
An MCP server that automates code reviews through linting, testing, and git dif…
|
C 61 5⁄5 | ||||||||
| 12521 |
Enables AI assistants to manage marketing campaigns, Facebook accounts, and lea…
|
C 61 6⁄6 | ||||||||
| 12522 |
A deployable MCP server on Cloudflare Workers that allows you to create and exp…
|
C 61 5⁄5 | ||||||||
| 12523 |
Enables the creation and management of BotUyo AI agents directly from MCP-compa…
|
C 61 5⁄5 | ||||||||
| 12524 |
A server that implements the Model Context Protocol (MCP) on Cloudflare Workers…
|
C 61 5⁄5 | ||||||||
| 12525 |
Fetches real-time official documentation for LangChain, LlamaIndex, and OpenAI …
|
C 61 5⁄5 | ||||||||
| 12526 |
A proof-of-concept Prometheus MCP server, which likely enables Claude AI to int…
|
C 61 5⁄4 | ||||||||
| 12527 |
A multi-server system that converts PDF documents to Markdown format using Fast…
|
C 61 5⁄5 | ||||||||
| 12528 |
Enables AI agents and LLMs to control and monitor Redfish-enabled hardware thro…
|
C 61 6⁄6 | ||||||||
| 12529 |
Automatically fetches API documentation from ShowDoc and generates Android code…
|
C 61 5⁄5 | ||||||||
| 12530 |
Fetches precipitation forecasts for any location using Buienradar and integrate…
|
C 61 5⁄5 | ||||||||
| 12531 |
Crawl4AI MCP Server is an intelligent information retrieval server offering rob…
|
C 61 5⁄5 | ||||||||
| 12532 |
An MCP server that integrates with the Podhome API to manage multiple podcast s…
|
C 61 5⁄5 | ||||||||
| 12533 |
AI-powered delivery dispatch management system with 29 tools for managing order…
|
C 61 6⁄6 | ||||||||
| 12534 |
Jokes MCP Server
Claim
Fetches jokes from multiple APIs including Chuck Norris, Dad jokes, and Yo Mama…
|
C 61 5⁄5 | ||||||||
| 12535 |
Aligo SMS MCP Server
Claim
A Model Context Protocol (MCP) server that allows AI agents like Claude to inte…
|
C 61 6⁄6 | ||||||||
| 12536 |
Solid Tumor Associative Modeling in Pathology
|
C 61 6⁄4 | ||||||||
| 12537 |
Facilitates real-time access to Singapore's Land Transport Authority (LTA) tran…
|
C 61 6⁄6 | ||||||||
| 12538 |
Ashby MCP Server
Claim
Connects Claude to the Ashby ATS to manage the hiring pipeline through natural …
|
C 61 5⁄5 | ||||||||
| 12539 |
MCP server for function signature lookups.
|
C 61 5⁄4 | ||||||||
| 12540 |
Give AI agents access to your Obsidian vault via local files or Self-hosted Liv…
|
C 61 5⁄5 | ||||||||
| 12541 |
A Model Context Protocol server that provides comprehensive Formula One racing …
|
C 61 5⁄5 | ||||||||
| 12542 |
A Model Context Protocol server that analyzes and evaluates GitHub README docum…
|
C 61 5⁄5 | ||||||||
| 12543 |
Provides weather information tools including US state weather alerts and locati…
|
C 61 5⁄5 | ||||||||
| 12544 |
Enrich user data by adding social network links based on provided personal info…
|
C 61 6⁄6 | ||||||||
| 12545 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 61 5⁄5 | ||||||||
| 12546 |
A Model Context Protocol server that enables AI assistants to extract transcrip…
|
C 61 5⁄4 | ||||||||
| 12547 |
A MCP server that uses Amap API to provide location-based services, allowing us…
|
C 61 5⁄5 | ||||||||
| 12548 |
A Python-based MCP server that enables interaction with Microsoft Fabric APIs f…
|
C 61 5⁄5 | ||||||||
| 12549 |
Express MCP Server Echo
Claim
A stateless Model Context Protocol server that implements a simple echo functio…
|
C 61 5⁄5 | ||||||||
| 12550 |
Adds symbol-aware semantic search to coding agents like Codex CLI and Claude Co…
|
C 61 6⁄4 | ||||||||