MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9201 |
An MCP server for the Arc browser that enables programmatic management of space…
|
C 67 5⁄4 | ||||||||
| 9202 |
Tangled MCP Server
Claim
Enables interaction with Tangled, a git collaboration platform built on AT Prot…
|
C 67 5⁄5 | ||||||||
| 9203 |
Wraps the TanStack CLI to provide programmatic access to documentation, library…
|
C 67 5⁄5 | ||||||||
| 9204 |
Enables seamless integration with self-hosted Gitea platforms for creating repo…
|
C 67 5⁄5 | ||||||||
| 9205 |
POC MCP Server
Claim
A proof of concept server that provides tools for accessing and managing Loomer…
|
C 67 5⁄4 | ||||||||
| 9206 |
Enables AI models to create and manage GitHub repositories, branches, and files…
|
C 67 5⁄5 | ||||||||
| 9207 |
Provides Excel file manipulation capabilities without requiring Microsoft Excel…
|
C 67 5⁄5 | ||||||||
| 9208 |
Discord MCP Server
Claim
A Discord bot server based on Model Context Protocol (MCP), enabling AI models …
|
C 67 5⁄5 | ||||||||
| 9209 |
Provides real-time and historical financial market data from Yahoo Finance, inc…
|
C 67 5⁄5 | ||||||||
| 9210 |
MCP server for Croit Ceph cluster management with dynamic OpenAPI tool generati…
|
C 67 5⁄4 | ||||||||
| 9211 |
Enables AI assistants to guide users through MBTI personality tests with two mo…
|
C 67 5⁄5 | ||||||||
| 9212 |
Provides access to National Weather Service data, enabling users to retrieve re…
|
C 67 5⁄5 | ||||||||
| 9213 |
Integrates Google Maps routing and traffic capabilities with Claude AI for adva…
|
C 67 5⁄5 | ||||||||
| 9214 |
A Model Context Protocol server that provides seamless integration with Trino a…
|
C 67 5⁄5 | ||||||||
| 9215 |
A simple user management service that enables creating new users and retrieving…
|
C 67 5⁄4 | ||||||||
| 9216 |
MCP RAG System
Claim
A Retrieval-Augmented Generation system that enables uploading, processing, and…
|
C 67 5⁄4 | ||||||||
| 9217 |
Enables flight search and fare calendar exploration by interacting with Google …
|
C 67 6⁄6 | ||||||||
| 9218 |
Provides intelligent weather services through an orchestrated multi-server arch…
|
C 67 5⁄5 | ||||||||
| 9219 |
QuantContext turns plain-English strategy descriptions into executable quant re…
|
C 67 6⁄4 | ||||||||
| 9220 |
Implements the Lines-Loops-Vibes creativity operating system with tools for bui…
|
C 67 5⁄5 | ||||||||
| 9221 |
Automatically converts Swagger 2.0 API specifications into MCP tools, enabling …
|
C 67 5⁄5 | ||||||||
| 9222 |
Easily create reusable automation tools from casual browser actions using Apify…
|
C 67 5⁄4 | ||||||||
| 9223 |
mcp-garendesign
Claim
Enables AI-driven frontend component design and code generation from natural la…
|
C 67 5⁄4 | ||||||||
| 9224 |
Provides comprehensive analytics for Solana wallets, enabling real-time portfol…
|
C 67 5⁄5 | ||||||||
| 9225 |
An MCP server that allows users to efficiently search and reference user-config…
|
C 67 5⁄5 | ||||||||
| 9226 |
A Model Context Protocol server that allows interaction with the RubyGems.org A…
|
C 67 5⁄5 | ||||||||
| 9227 |
Enables interaction with GitHub issues via the Model Context Protocol, allowing…
|
C 67 5⁄5 | ||||||||
| 9228 |
A simple TypeScript MCP server that provides two tools: one for greeting users …
|
C 67 5⁄5 | ||||||||
| 9229 |
Figma MCP Server
Claim
A TypeScript server that implements the Model Context Protocol, enabling AI-pow…
|
C 67 5⁄5 | ||||||||
| 9230 |
A Flask-based reference implementation demonstrating how to build an MCP server…
|
C 67 5⁄4 | ||||||||
| 9231 |
Implements long-term memory capabilities for AI assistants using PostgreSQL wit…
|
C 67 5⁄5 | ||||||||
| 9232 |
An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding o…
|
C 67 5⁄5 | ||||||||
| 9233 |
Design, manage, and price tabletop games on The Game Crafter via MCP.
|
C 67 5⁄4 | ||||||||
| 9234 |
A secure, AI-ready local server that provides digital forensics tools for analy…
|
C 67 5⁄4 | ||||||||
| 9235 |
A Model Context Protocol server that exposes Retrieval-Augmented Generation cap…
|
C 67 5⁄5 | ||||||||
| 9236 |
Enables flight search capabilities through the Amadeus Flight Offers Search API…
|
C 67 5⁄5 | ||||||||
| 9237 |
ROOT-based MCP server exposing root_python and root_cpp tools (stdio transport).
|
C 67 5⁄4 | ||||||||
| 9238 |
MCP LINE Server
Claim
Enables AI assistants to send LINE messages, including text, stamps, Flex Messa…
|
C 67 5⁄5 | ||||||||
| 9239 |
Enables integration with OpenAI models through the MCP protocol, supporting con…
|
C 67 5⁄5 | ||||||||
| 9240 |
Playwright MCP
Claim
Enables browser automation and web scraping by exposing Playwright tools throug…
|
C 67 5⁄4 | ||||||||
| 9241 |
An AI-powered server that provides comprehensive coding assistance for SAP ABAP…
|
C 67 5⁄4 | ||||||||
| 9242 |
Enables seamless integration with Typecast API through the Model Context Protoc…
|
C 67 5⁄5 | ||||||||
| 9243 |
MCP server implementation for PythonAnywhere cloud platform.
|
C 67 5⁄4 | ||||||||
| 9244 |
An MCP server that enables scheduling, updating, deleting, and listing calendar…
|
C 67 5⁄5 | ||||||||
| 9245 |
Integrates 100+ specialized AI agents with Claude Desktop, providing automated …
|
C 67 5⁄4 | ||||||||
| 9246 |
Skeleton MCP Server
Claim
A template project for building Model Context Protocol servers with FastMCP fra…
|
C 67 5⁄5 | ||||||||
| 9247 |
A Model Context Protocol server that enables AI assistants to search and retrie…
|
C 67 5⁄5 | ||||||||
| 9248 |
An MCP server that enforces unit testing standards by linting code and guiding …
|
C 67 5⁄5 | ||||||||
| 9249 |
An MCP server that allows users to generate images using Replicate's Stable Dif…
|
C 67 5⁄5 | ||||||||
| 9250 |
MCP Server TypeORM
Claim
A demonstration server that integrates Model Context Protocol (MCP) with TypeOR…
|
C 67 5⁄5 | ||||||||