MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15551 |
A simple server implementing the Model Context Protocol (MCP) that echoes messa…
|
F 30 5⁄5 | ||||||||
| 15552 |
Facilitates direct speech generation using Claude for multiple languages and em…
|
F 30 5⁄5 | ||||||||
| 15553 |
An MCP server that provides healthcare tools for interacting with FHIR data and…
|
F 30 5⁄5 | ||||||||
| 15554 |
MCP server that connects AI assistants to ReviewWebsite.com API for creating an…
|
F 30 5⁄5 | ||||||||
| 15555 |
Enable fast, free real-time web search and access premium data from trusted med…
|
F 30 5⁄5 | ||||||||
| 15556 |
A Model Context Protocol server that provides access to iTerm. You can run comm…
|
F 30 5⁄4 | ||||||||
| 15557 |
An AI tutoring system that runs as an MCP server, allowing Claude to access and…
|
F 30 5⁄5 | ||||||||
| 15558 |
A Python-based execution tool that mimics a Jupyter notebook environment. It ac…
|
F 30 5⁄5 | ||||||||
| 15559 |
Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth …
|
F 30 6⁄6 | ||||||||
| 15560 |
Enables LLMs to retrieve 24-hour weather forecasts and city information through…
|
F 30 5⁄5 | ||||||||
| 15561 |
MCP server that connects your IDE or AI assistant to GitHub Copilot CLI for cod…
|
F 30 5⁄5 | ||||||||
| 15562 |
Am MCP server for LNbits Lightning Network wallet integration.
|
F 30 5⁄4 | ||||||||
| 15563 |
A Python-based MCP server that crawls websites to extract and save content as m…
|
F 30 5⁄5 | ||||||||
| 15564 |
Enables AI assistants to interact with the Hive blockchain through the Model Co…
|
F 30 6⁄6 | ||||||||
| 15565 |
Enables interaction with macOS Reminders app through AppleScript, allowing user…
|
F 30 5⁄4 | ||||||||
| 15566 |
An unofficial MCP server that integrates with the Questrade API to provide acce…
|
F 30 5⁄5 | ||||||||
| 15567 |
Enables natural language database operations and semantic document search throu…
|
F 30 5⁄4 | ||||||||
| 15568 |
The Tenth Man Protocol — structured contrarian analysis for decision-makers via…
|
F 30 5⁄4 | ||||||||
| 15569 |
Automates error tracking workflow by finding code owners in Bitbucket, retrievi…
|
F 30 5⁄5 | ||||||||
| 15570 |
A simple Model Context Protocol server demonstration that provides SSE streamin…
|
F 30 5⁄5 | ||||||||
| 15571 |
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes fr…
|
F 30 6⁄6 | ||||||||
| 15572 |
A multi-purpose MCP server that enables Reddit research for market validation, …
|
F 30 5⁄5 | ||||||||
| 15573 |
Enables interaction with the Anki desktop flashcard application through the Ank…
|
F 30 5⁄4 | ||||||||
| 15574 |
Automatically detects security vulnerabilities in AI-generated code, scanning f…
|
F 30 5⁄5 | ||||||||
| 15575 |
Provides access to OpenSincera API for retrieving digital advertising publisher…
|
F 30 5⁄5 | ||||||||
| 15576 |
GitLabとの連携機能を提供するModel Context Protocol (MCP) サーバーです。GitLabの特定のプロジェクトからパイプラインの失…
|
F 30 5⁄5 | ||||||||
| 15577 |
Python MCP server that bridges VS Code Copilot agents to the Firm Gateway ecosy…
|
F 30 5⁄4 | ||||||||
| 15578 |
A tool for Model Context Protocol (MCP) that allows you to analyze web content …
|
F 30 5⁄5 | ||||||||
| 15579 |
Integrates Dify's external knowledge base API with the Model Context Protocol t…
|
F 30 5⁄5 | ||||||||
| 15580 |
An MCP server implementation that maximizes Gemini's 2M token context window wi…
|
F 30 5⁄5 | ||||||||
| 15581 |
Provide seamless integration with DeepWriter's AI content generation and projec…
|
F 30 5⁄4 | ||||||||
| 15582 |
MCPX is a production-ready, open-source gateway to manage MCP servers at scale—…
|
F 30 5⁄5 | ||||||||
| 15583 |
A comprehensive Model Context Protocol server that enables Claude Code to perfo…
|
F 30 5⁄4 | ||||||||
| 15584 |
Serves prompt templates through a standardized protocol for transforming basic …
|
F 30 5⁄5 | ||||||||
| 15585 |
Enables interaction with 0G.AI decentralized infrastructure including documenta…
|
F 30 5⁄5 | ||||||||
| 15586 |
Enables AI assistants to interact with Gmail accounts for reading unread emails…
|
F 30 5⁄4 | ||||||||
| 15587 |
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
|
F 30 5⁄5 | ||||||||
| 15588 |
A server that enables seamless integration with Yango Tech e-commerce platform …
|
F 30 5⁄5 | ||||||||
| 15589 |
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also inclu…
|
F 30 5⁄4 | ||||||||
| 15590 |
Your comprehensive AI companion for building modern Next.js applications with R…
|
F 30 6⁄6 | ||||||||
| 15591 |
An MCP server that allows a planning agent to delegate tasks to executor agents…
|
F 30 5⁄5 | ||||||||
| 15592 |
Enables running arbitrary JavaScript code in isolated Docker containers with on…
|
F 30 5⁄4 | ||||||||
| 15593 |
Generates 'Kotonoha Sisters Explainer' style scenarios for the exia novel game …
|
F 30 5⁄5 | ||||||||
| 15594 |
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
|
F 30 6⁄6 | ||||||||
| 15595 |
AI-native code intelligence graph that builds a persistent knowledge graph of y…
|
F 30 6⁄4 | ||||||||
| 15596 |
MCP server for Pinchwork - an agent-to-agent task marketplace with credits-base…
|
F 30 6⁄6 | ||||||||
| 15597 |
Provides AI-powered code intelligence for any codebase using local LLMs and vec…
|
F 30 5⁄4 | ||||||||
| 15598 |
Enables enterprise document retrieval using graph-based reasoning and knowledge…
|
F 30 5⁄4 | ||||||||
| 15599 |
An advanced Model Context Protocol server that integrates real-time weather dat…
|
F 30 5⁄5 | ||||||||
| 15600 |
AI-powered business intelligence tools via MCP, enabling competitors analysis, …
|
F 30 6⁄6 | ||||||||