MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15651 |
An MCP server that integrates Alibaba Cloud DashScope's FLUX model to provide A…
|
F 30 5⁄5 | ||||||||
| 15652 |
An MCP server for retrieving and filtering logs from Mezmo with a quota-conscio…
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F 30 5⁄5 | ||||||||
| 15653 |
Enables AI-powered image generation from text prompts using fal.ai models direc…
|
F 30 5⁄4 | ||||||||
| 15654 |
Enables Claude Desktop to interact with Snowflake databases through natural-lan…
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F 30 5⁄4 | ||||||||
| 15655 |
Enables AI assistants to control Universal Robots through real-time connection …
|
F 30 5⁄5 | ||||||||
| 15656 |
Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How…
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F 30 5⁄4 | ||||||||
| 15657 |
138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mg…
|
F 30 5⁄4 | ||||||||
| 15658 |
An open-source platform for Retrieval-Augmented Generation (RAG). Upload docume…
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F 30 5⁄5 | ||||||||
| 15659 |
Provides comprehensive document processing, including reading, converting, and …
|
F 30 5⁄5 | ||||||||
| 15660 |
Enables searching and retrieving Japanese legal information from the e-Gov Law …
|
F 30 5⁄5 | ||||||||
| 15661 |
An experimental MCP server that provides weather information tools, including t…
|
F 30 5⁄5 | ||||||||
| 15662 |
AI business intelligence: competitor analysis, web scoring, reviews, market res…
|
F 30 6⁄6 | ||||||||
| 15663 |
eXtended Threat Management MCP Servers
|
F 30 5⁄4 | ||||||||
| 15664 |
Helps YouTube content creators find perfect background music for their shorts b…
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F 30 5⁄5 | ||||||||
| 15665 |
|
F 30 5⁄4 | ||||||||
| 15666 |
Agent-to-agent messaging relay. Discover agents, send messages, and receive rep…
|
F 30 5⁄4 | ||||||||
| 15667 |
Enables AI assistants to build and query temporally-aware knowledge graphs from…
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F 30 5⁄5 | ||||||||
| 15668 |
Bridges locally installed Raycast extensions to any MCP-compatible client via s…
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F 30 5⁄5 | ||||||||
| 15669 |
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functio…
|
F 30 5⁄4 | ||||||||
| 15670 |
Enables interaction with a tool for generating true random coin flips via rando…
|
F 30 5⁄5 | ||||||||
| 15671 |
MCP Server for Membrane
|
F 30 5⁄5 | ||||||||
| 15672 |
A MCP server that enables Claude to discover and call any API endpoint through …
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F 30 5⁄5 | ||||||||
| 15673 |
A comprehensive MCP implementation designed for fullstack development that enab…
|
F 30 5⁄4 | ||||||||
| 15674 |
A Model Context Protocol server that provides image generation capabilities usi…
|
F 30 5⁄5 | ||||||||
| 15675 |
Enables real-time communication between Claude Code instances across multiple m…
|
F 30 5⁄5 | ||||||||
| 15676 |
An AI-powered server that analyzes uploaded images and automatically generates …
|
F 30 5⁄4 | ||||||||
| 15677 |
MCP server for transcribing Google Chat voice messages using Groq Whisper API
|
F 30 5⁄4 | ||||||||
| 15678 |
Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
|
F 30 6⁄6 | ||||||||
| 15679 |
Enables automated content generation and scheduling for Instagram and Pinterest…
|
F 30 5⁄5 | ||||||||
| 15680 |
Connects GPT-4 to a merchant store API, allowing users to query and manage stor…
|
F 30 5⁄4 | ||||||||
| 15681 |
Enables AI interactions with a running Minecraft server inside a Docker contain…
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F 30 5⁄5 | ||||||||
| 15682 |
On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks +…
|
F 30 5⁄4 | ||||||||
| 15683 |
A multi-purpose MCP server that enables Reddit research for market validation, …
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F 30 5⁄5 | ||||||||
| 15684 |
Provides dad jokes in multiple styles and topics through prompts and tools, inc…
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F 30 5⁄5 | ||||||||
| 15685 |
A semantic router that provides unified access to multiple MCP servers through …
|
F 30 5⁄5 | ||||||||
| 15686 |
Agent-to-agent referral network. Discover, recommend, and refer users between A…
|
F 30 6⁄6 | ||||||||
| 15687 |
Provides intelligent access to OPTA football API documentation with automatic a…
|
F 30 5⁄5 | ||||||||
| 15688 |
An MCP server that enables direct communication between two Claude instances, a…
|
F 30 5⁄5 | ||||||||
| 15689 |
Explore and discover video games from the Internet Game Database. Search titles…
|
F 30 6⁄6 | ||||||||
| 15690 |
MCP of MCPs. Automatic discovery and configure MCP servers on your local machin…
|
F 30 5⁄5 | ||||||||
| 15691 |
Helps users discover and install MCP servers from PlayMCP using hybrid search (…
|
F 30 5⁄5 | ||||||||
| 15692 |
A unified plugin for developers integrating MCP servers into modern JavaScript …
|
F 30 5⁄4 | ||||||||
| 15693 |
Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,…
|
F 30 5⁄4 | ||||||||
| 15694 |
A Model Context Protocol server that allows management and execution of Blender…
|
F 30 5⁄4 | ||||||||
| 15695 |
MCP server for browser automation with AI agent
|
F 30 5⁄4 | ||||||||
| 15696 |
Connects LLMs to the Fantasy Premier League API for intelligent team management…
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F 30 5⁄5 | ||||||||
| 15697 |
Enables AI assistants to interact with multiple AI models through the OpenCode …
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F 30 5⁄5 | ||||||||
| 15698 |
The MCP server transforms chats with Claude into journaling sessions, saving co…
|
F 30 5⁄4 | ||||||||
| 15699 |
Create images and videos from prompts, with options for image mixing, reference…
|
F 30 6⁄6 | ||||||||
| 15700 |
Enables high-quality transcription and subtitle generation from local media fil…
|
F 30 5⁄4 | ||||||||