MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7701 |
A local, fully-offline MCP memory server that enables persistent storage and re…
|
B 70 5⁄5 | ||||||||
| 7702 |
A TypeScript implementation of a flight & stay search MCP server that uses the …
|
B 70 5⁄5 | ||||||||
| 7703 |
MCP Lottery Demo
Claim
Enables random selection tools including lottery drawing from option lists, dic…
|
B 70 5⁄5 | ||||||||
| 7704 |
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Ge…
|
B 70 5⁄4 | ||||||||
| 7705 |
A Model Context Protocol server that enables LLMs to interact with all MonkeyTy…
|
B 70 5⁄5 | ||||||||
| 7706 |
A utility toolkit that enhances Claude's code interaction capabilities by provi…
|
B 70 5⁄4 | ||||||||
| 7707 |
Enables AI assistants to fetch and understand API endpoint definitions from Api…
|
B 70 5⁄5 | ||||||||
| 7708 |
An MCP server that enables searching YouTube and retrieving high-accuracy video…
|
B 70 4⁄4 | ||||||||
| 7709 |
Enables querying Garmin health data stored in Supabase through natural language…
|
B 70 5⁄5 | ||||||||
| 7710 |
A specialized MCP server that provides a structured interface to the Europe PMC…
|
B 70 5⁄5 | ||||||||
| 7711 |
A version-aware Kubernetes documentation assistant that connects LLMs to truste…
|
B 70 5⁄4 | ||||||||
| 7712 |
MCP Server Project
Claim
A template/boilerplate MCP server for building custom tools and integrations th…
|
B 70 5⁄4 | ||||||||
| 7713 |
Enables access to articles from alayman.io, allowing users to fetch, search, an…
|
B 70 5⁄5 | ||||||||
| 7714 |
A command-line tool that transforms any OpenAPI service into a Model Context Pr…
|
B 70 5⁄5 | ||||||||
| 7715 |
Odos MCP Server
Claim
Enables interaction with DeFi trading and portfolio analytics through Odos DEX …
|
B 70 5⁄5 | ||||||||
| 7716 |
MCP Weather Demo
Claim
A demonstration server for ModelContextProtocol that provides weather tools and…
|
B 70 5⁄5 | ||||||||
| 7717 |
Enables searching and retrieving preserved Twitter data from the Community Arch…
|
B 70 5⁄5 | ||||||||
| 7718 |
AI Helper MCP Server
Claim
A server that allows AI agents to consult multiple large language models (like …
|
B 70 5⁄5 | ||||||||
| 7719 |
Enables comprehensive internet search capabilities through DuckDuckGo, supporti…
|
B 70 5⁄5 | ||||||||
| 7720 |
Enables comprehensive security vulnerability scanning and code quality analysis…
|
B 70 5⁄5 | ||||||||
| 7721 |
Hey @roocode community!
I'm thrilled to share a project born from my work with…
|
B 70 5⁄5 | ||||||||
| 7722 |
A versatile Model Context Protocol server that enables AI assistants to manage …
|
B 70 5⁄5 | ||||||||
| 7723 |
Facilitates secure and type-safe interactions with both v1 and v2 of the Glide …
|
B 70 5⁄5 | ||||||||
| 7724 |
|
B 70 5⁄5 | ||||||||
| 7725 |
MCP server for intelligent subscription management with Gmail + MySQL integrati…
|
B 70 5⁄5 | ||||||||
| 7726 |
MCP to Connect JIRA by NodeJs
|
B 70 5⁄5 | ||||||||
| 7727 |
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic A…
|
B 70 5⁄4 | ||||||||
| 7728 |
Provides real-time Lightning Development Kit expertise for accelerating iOS Lig…
|
B 70 5⁄5 | ||||||||
| 7729 |
A TypeScript-based MCP server that enables AI assistants to interact with Couch…
|
B 70 5⁄5 | ||||||||
| 7730 |
pfSense MCP Server enables security administrators to manage their pfSense fire…
|
B 70 5⁄5 | ||||||||
| 7731 |
A Model Context Protocol server that connects MCP-compatible clients like Claud…
|
B 70 5⁄5 | ||||||||
| 7732 |
A web scraper for financial table data that implements the Model Context Protoc…
|
B 70 5⁄5 | ||||||||
| 7733 |
MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device manage…
|
B 70 5⁄4 | ||||||||
| 7734 |
Enables e-commerce shop owners to query their business data using natural langu…
|
B 70 5⁄5 | ||||||||
| 7735 |
Structural similarity-based code filter. Stops malicious code pattern reaching …
|
B 70 5⁄4 | ||||||||
| 7736 |
MCP server that integrates with Shopify API, allowing Claude Desktop users to r…
|
B 70 5⁄5 | ||||||||
| 7737 |
KYC MCP Server
Claim
Enables KYC (Know Your Customer) verification through API integration, supporti…
|
B 70 5⁄5 | ||||||||
| 7738 |
A simple server that enables CRUD operations on Elementor data for WordPress pa…
|
B 70 5⁄5 | ||||||||
| 7739 |
Turns any LLM into a coding co-pilot with production-ready MCP server providing…
|
B 70 5⁄5 | ||||||||
| 7740 |
Enables comprehensive management of self-hosted or cloud Supabase instances wit…
|
B 70 5⁄5 | ||||||||
| 7741 |
Polish legislation via MCP — full-text search across statutes and provisions
|
B 70 5⁄5 | ||||||||
| 7742 |
Provides comprehensive stock market data across US, Hong Kong, and Chinese mark…
|
B 70 5⁄5 | ||||||||
| 7743 |
Enables AI agents to interact with IBM FileNet Content Manager for document and…
|
B 70 5⁄5 | ||||||||
| 7744 |
Provides real-time access to Taiwan Stock Exchange market data, financial repor…
|
B 70 5⁄5 | ||||||||
| 7745 |
Repo Docs MCP
Claim
A generic MCP server that exposes local repository checkouts, allowing users to…
|
B 70 5⁄4 | ||||||||
| 7746 |
Provides Formula One data and statistics through a Model Context Protocol inter…
|
B 70 5⁄5 | ||||||||
| 7747 |
A Model Context Protocol server that provides Google Jobs search capabilities t…
|
B 70 5⁄5 | ||||||||
| 7748 |
Automates git worktree management with iTerm2 integration for Claude Code, allo…
|
B 70 5⁄4 | ||||||||
| 7749 |
Provides comprehensive control over Google Sheets to read, write, format, and m…
|
B 70 5⁄5 | ||||||||
| 7750 |
Enables LLMs to read, create, and manage Google Calendar events through a stand…
|
B 70 5⁄5 | ||||||||