MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15351 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
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F 30 5⁄4 | ||||||||
| 15352 |
A Model Context Protocol server that transforms text into structured JSON data …
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F 30 5⁄4 | ||||||||
| 15353 |
AI-powered SEO and AEO audit for websites
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F 30 5⁄4 | ||||||||
| 15354 |
7-layer recursive agent memory with context branching, holographic recall, drea…
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F 30 5⁄5 | ||||||||
| 15355 |
Full-resolution vision for LLMs. Tiles large images and captures web pages via …
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F 30 5⁄4 | ||||||||
| 15356 |
Exposes Google Gemini's Nano Banana image generation models to Claude, enabling…
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F 30 5⁄5 | ||||||||
| 15357 |
A bridge server that connects MCP-compatible clients to the OpenClaw (Jarvis) A…
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F 30 5⁄5 | ||||||||
| 15358 |
Automates Notion task workflows with AI-powered tag processing, enabling Claude…
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F 30 5⁄5 | ||||||||
| 15359 |
|
F 30 5⁄4 | ||||||||
| 15360 |
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
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F 30 5⁄5 | ||||||||
| 15361 |
Enables music generation through Suno AI, providing tools for account authentic…
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F 30 5⁄4 | ||||||||
| 15362 |
Record and share your AI-driven development journey. Auto-saves project milesto…
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F 30 5⁄4 | ||||||||
| 15363 |
Connects Kimi Code with Claude Code, enabling Claude to delegate bulk codebase …
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F 30 5⁄4 | ||||||||
| 15364 |
Spec-driven Go MCP server template for building domain MCPs with AI-agent onboa…
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F 30 5⁄4 | ||||||||
| 15365 |
Integrates with the Laravel Forge API to provide comprehensive management of se…
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F 30 5⁄5 | ||||||||
| 15366 |
Enables querying WolframAlpha's LLM API for natural language questions, providi…
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F 30 5⁄5 | ||||||||
| 15367 |
Enables natural language querying of OPTIMADE-compatible material databases lik…
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F 30 5⁄5 | ||||||||
| 15368 |
Transform your terminal into an intelligent AI workspace with autonomous tool-c…
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F 30 5⁄4 | ||||||||
| 15369 |
Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create
|
F 30 5⁄4 | ||||||||
| 15370 |
A starter template for building MCP (Model Context Protocol) servers that can i…
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F 30 5⁄5 | ||||||||
| 15371 |
Reduce context usage on file use. Send only unified diffs instead of full files…
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F 30 5⁄5 | ||||||||
| 15372 |
Bridges Claude Desktop with Claude Code CLI to delegate complex coding tasks li…
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F 30 5⁄4 | ||||||||
| 15373 |
AI search optimization analysis with actionable findings and gap analysis
|
F 30 5⁄4 | ||||||||
| 15374 |
Provides a Qt-based graphical interface for AI tools like Cursor to facilitate …
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F 30 5⁄4 | ||||||||
| 15375 |
mcp server to run scripts on adobe illustrator
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F 30 5⁄4 | ||||||||
| 15376 |
A TypeScript-based document processing server that supports various document fo…
|
F 30 5⁄5 | ||||||||
| 15377 |
Lightning-Fast, High-Accuracy Deep Research Agent
|
F 30 5⁄5 | ||||||||
| 15378 |
A FastMCP server that provides real-time weather data from KNMI weather station…
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F 30 5⁄5 | ||||||||
| 15379 |
Integrates Google Gemini API capabilities into Claude Code, supporting text gen…
|
F 30 5⁄5 | ||||||||
| 15380 |
Enables menu browsing, recommendation requests, and shopping cart management th…
|
F 30 5⁄5 | ||||||||
| 15381 |
A Model Context Protocol server that allows management and execution of Blender…
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F 30 5⁄4 | ||||||||
| 15382 |
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
|
F 30 5⁄4 | ||||||||
| 15383 |
MCP server for AI agent for cybersecurity: automate assessment of documents, qu…
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F 30 5⁄5 | ||||||||
| 15384 |
Analyzes DevOps findings to automatically recommend and generate AWS Fault Inje…
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F 30 5⁄5 | ||||||||
| 15385 |
An MCP server for browser automation that allows AI to perform web tasks using …
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F 30 5⁄4 | ||||||||
| 15386 |
# Stop Building Features Based on Assumptions
**Spec Iterator** conducts stru…
|
F 30 5⁄4 | ||||||||
| 15387 |
CAD MCP Server
|
F 30 5⁄4 | ||||||||
| 15388 |
A Model Context Protocol server that integrates Wireshark's network analysis ca…
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F 30 5⁄4 | ||||||||
| 15389 |
Enables AI assistants to interact with Jamf Pro for comprehensive Apple device …
|
F 30 6⁄6 | ||||||||
| 15390 |
A Python-based implementation of the Model Context Protocol that enables commun…
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F 30 5⁄4 | ||||||||
| 15391 |
An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genom…
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F 30 5⁄5 | ||||||||
| 15392 |
Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using…
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F 30 5⁄5 | ||||||||
| 15393 |
Enables AI assistants to search videos, channels, and playlists, retrieve video…
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F 30 6⁄4 | ||||||||
| 15394 |
IP Geolocation MCP server using IP2Location.io API to ease the query of geoloca…
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F 30 5⁄5 | ||||||||
| 15395 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 6⁄4 | ||||||||
| 15396 |
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
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F 30 5⁄4 | ||||||||
| 15397 |
Enables AI assistants to analyze B2C Gold IRA sales call transcripts through 6 …
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F 30 5⁄5 | ||||||||
| 15398 |
An MCP server that exposes the Jesse algorithmic trading framework's capabiliti…
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F 30 5⁄4 | ||||||||
| 15399 |
Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQu…
|
F 30 5⁄5 | ||||||||
| 15400 |
A universal MCP server for document processing, conversion, and automation. Han…
|
F 30 5⁄5 | ||||||||