MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15701 |
Enables AI assistants to interact with the Hive blockchain through the Model Co…
|
F 30 6⁄6 | ||||||||
| 15702 |
A template for building MCP servers from OpenAPI specifications, enabling autom…
|
F 30 5⁄5 | ||||||||
| 15703 |
A Model Context Protocol server that enables AI assistants to create images and…
|
F 30 5⁄5 | ||||||||
| 15704 |
An MCP server that enables generating scripts based on specified topics and key…
|
F 30 5⁄4 | ||||||||
| 15705 |
Enhances Claude AI with persistent memory storage for Infrastructure-as-Code co…
|
F 30 5⁄5 | ||||||||
| 15706 |
Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, G…
|
F 30 5⁄5 | ||||||||
| 15707 |
IBM watsonx.ai MCP server for Claude integration
|
F 30 5⁄5 | ||||||||
| 15708 |
This server enables natural language interaction between a user and their Kuzu …
|
F 30 5⁄4 | ||||||||
| 15709 |
Automatically detects security vulnerabilities in AI-generated code, scanning f…
|
F 30 5⁄5 | ||||||||
| 15710 |
Enables structured, step-by-step problem-solving through dynamic thinking proce…
|
F 30 5⁄5 | ||||||||
| 15711 |
|
F 30 5⁄4 | ||||||||
| 15712 |
The MCP server transforms chats with Claude into journaling sessions, saving co…
|
F 30 5⁄4 | ||||||||
| 15713 |
A comprehensive server that enables AI applications to interact with Microsoft …
|
F 30 5⁄5 | ||||||||
| 15714 |
Open Models MCP for Blender Using Ollama
|
F 30 5⁄4 | ||||||||
| 15715 |
Three-layer memory system for agents (identity/active/archive) with semantic se…
|
F 30 5⁄4 | ||||||||
| 15716 |
AI agent economic settlement. Verify receipts, emit meters (FREE). Net settleme…
|
F 30 6⁄6 | ||||||||
| 15717 |
A server that enables seamless integration with Yango Tech e-commerce platform …
|
F 30 5⁄5 | ||||||||
| 15718 |
A comprehensive Model Context Protocol server that enables Claude Code to perfo…
|
F 30 5⁄4 | ||||||||
| 15719 |
MCP server for free Google AI Mode search with citations. Query optimization, C…
|
F 30 5⁄5 | ||||||||
| 15720 |
Enables interaction with the Anki desktop flashcard application through the Ank…
|
F 30 5⁄4 | ||||||||
| 15721 |
A simple Model Context Protocol server demonstration that provides SSE streamin…
|
F 30 5⁄5 | ||||||||
| 15722 |
Exposes a large catalog of coding assistant prompts as MCP tools with model-awa…
|
F 30 5⁄4 | ||||||||
| 15723 |
Enables AI-assisted image generation from text prompts using multiple providers…
|
F 30 6⁄6 | ||||||||
| 15724 |
Am MCP server for LNbits Lightning Network wallet integration.
|
F 30 5⁄4 | ||||||||
| 15725 |
Enables integration of Semgrep in development environments via the MCP protocol…
|
F 30 5⁄5 | ||||||||
| 15726 |
Enables AI agents to autonomously manage and improve execution processes for re…
|
F 30 5⁄4 | ||||||||
| 15727 |
Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth …
|
F 30 6⁄6 | ||||||||
| 15728 |
Enables Claude to collect and search for product feedback directly from Slack w…
|
F 30 5⁄5 | ||||||||
| 15729 |
MCP server for transcribing Google Chat voice messages using Groq Whisper API
|
F 30 5⁄4 | ||||||||
| 15730 |
A FastMCP-based server that supports SSE real-time event streaming and tool cal…
|
F 30 5⁄4 | ||||||||
| 15731 |
A bridge connecting physical hardware with AI large language models through the…
|
F 30 5⁄5 | ||||||||
| 15732 |
Enables Claude to perform hybrid search across local documents by combining sem…
|
F 30 5⁄5 | ||||||||
| 15733 |
Allows the AI to query GraphQL servers
|
F 30 5⁄5 | ||||||||
| 15734 |
A Model Context Protocol server that enables full management of Gmail accounts,…
|
F 30 5⁄5 | ||||||||
| 15735 |
An MCP server for getting ASCII banners
|
F 30 5⁄4 | ||||||||
| 15736 |
Enables real-time communication between Claude Code instances across multiple m…
|
F 30 5⁄5 | ||||||||
| 15737 |
Provides comprehensive document processing, including reading, converting, and …
|
F 30 5⁄5 | ||||||||
| 15738 |
linkedmcp
|
F 30 5⁄5 | ||||||||
| 15739 |
A demonstration server that implements the Model Context Protocol (MCP) SDK, pr…
|
F 30 5⁄4 | ||||||||
| 15740 |
Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, …
|
F 30 5⁄5 | ||||||||
| 15741 |
Provides read-only access to PostgreSQL databases, allowing LLMs to inspect tab…
|
F 30 5⁄5 | ||||||||
| 15742 |
A simple Model Context Protocol server that evaluates mathematical expressions …
|
F 30 5⁄5 | ||||||||
| 15743 |
An AI-powered security agent that utilizes MCP tools and Groq LLMs to analyze A…
|
F 30 5⁄5 | ||||||||
| 15744 |
A Model Context Protocol (MCP) server that enables AI assistants to generate im…
|
F 30 5⁄5 | ||||||||
| 15745 |
Enables interaction with 0G.AI decentralized infrastructure including documenta…
|
F 30 5⁄5 | ||||||||
| 15746 |
Enables interaction with the Xero Accounting API to manage contacts, invoices, …
|
F 30 5⁄5 | ||||||||
| 15747 |
Enables AI-powered Amazon product searches and recommendations by integrating t…
|
F 30 5⁄5 | ||||||||
| 15748 |
Enables AI agents to query and interact with Google NotebookLM notebooks to ret…
|
F 30 5⁄4 | ||||||||
| 15749 |
An MCP server that allows users to upload projects (single files or directories…
|
F 30 6⁄6 | ||||||||
| 15750 |
A starter template for building Model Context Protocol (MCP) servers using Type…
|
F 30 5⁄4 | ||||||||