MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3351 |
Enables batch audio processing and optimization using FFmpeg with preset config…
|
B 76 5⁄4 | ||||||||
| 3352 |
Enables natural language search and exploration of KiCad component symbol libra…
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B 76 5⁄4 | ||||||||
| 3353 |
Provides real-time control of Unity Editor through natural language commands. E…
|
B 76 5⁄4 | ||||||||
| 3354 |
A Node.js-based remote Model Context Protocol (MCP) server that runs on Azure C…
|
B 76 5⁄5 | ||||||||
| 3355 |
Provides tools to fetch and analyze credit card data with filtering options for…
|
B 76 6⁄6 | ||||||||
| 3356 |
Nyko MCP Server
Claim
Provides production-ready implementation patterns for features like authenticat…
|
B 76 5⁄5 | ||||||||
| 3357 |
Enables AI assistants to interact with Microsoft Fabric and Power BI services t…
|
B 76 5⁄5 | ||||||||
| 3358 |
Securely query Dune Analytics with LLMs. Features budget protection, query reus…
|
B 76 5⁄5 | ||||||||
| 3359 |
Cloud Tasks MCP Server
Claim
Enables interactions with Google Cloud Tasks queues and tasks through natural l…
|
B 76 5⁄5 | ||||||||
| 3360 |
A Model Context Protocol server that enables automation and management of OmniF…
|
B 76 5⁄5 | ||||||||
| 3361 |
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
|
B 76 5⁄4 | ||||||||
| 3362 |
Official MCP server for managing Searchcraft clusters, creating a search index,…
|
B 76 5⁄5 | ||||||||
| 3363 |
MCP server for Coda.io — docs, pages, tables, rows, formulas, and automations.
|
B 76 5⁄4 | ||||||||
| 3364 |
Enables AI assistants to interact with the Google Blogger API v3 to manage blog…
|
B 76 5⁄5 | ||||||||
| 3365 |
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assista…
|
B 76 5⁄4 | ||||||||
| 3366 |
Enables browsing Hacker News, searching discussions, analyzing users, and track…
|
B 76 5⁄5 | ||||||||
| 3367 |
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
|
B 76 5⁄5 | ||||||||
| 3368 |
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
|
B 76 5⁄5 | ||||||||
| 3369 |
A Model Context Protocol (MCP) server for taking screenshots of web pages using…
|
B 76 5⁄5 | ||||||||
| 3370 |
Provides access to Perplexity AI models through two tools: ask\_perplexity for …
|
B 76 5⁄5 | ||||||||
| 3371 |
mcp-metricool
|
B 76 5⁄5 | ||||||||
| 3372 |
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
|
B 76 5⁄4 | ||||||||
| 3373 |
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
|
B 76 5⁄5 | ||||||||
| 3374 |
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
|
B 76 5⁄4 | ||||||||
| 3375 |
MCP Server that integrates various Vonage APIs as MCP tools, to make it easier …
|
B 76 5⁄5 | ||||||||
| 3376 |
Enables AI agents to explore, search, and reference code implementation details…
|
B 76 5⁄4 | ||||||||
| 3377 |
Codebase Memory
Claim
Persistent codebase knowledge graph. Survives session restarts and context comp…
|
B 76 5⁄4 | ||||||||
| 3378 |
Connect AI assistants to YouTube: search, transcripts, metadata, and more.
|
B 76 5⁄4 | ||||||||
| 3379 |
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
|
B 76 5⁄5 | ||||||||
| 3380 |
Enables AI agents to solve Rubik's Cube puzzles through systematic manipulation…
|
B 76 5⁄4 | ||||||||
| 3381 |
|
B 76 5⁄4 | ||||||||
| 3382 |
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
|
B 76 5⁄5 | ||||||||
| 3383 |
🚀 MassGen is an open-source multi-agent scaling system that runs in your termin…
|
B 76 5⁄4 | ||||||||
| 3384 |
Provides a comprehensive robotics information hub with details on frameworks li…
|
B 76 5⁄4 | ||||||||
| 3385 |
Provides access to Daniel Miessler's Fabric AI prompts (patterns and strategies…
|
B 76 5⁄5 | ||||||||
| 3386 |
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
|
B 76 5⁄5 | ||||||||
| 3387 |
A beginner-friendly MCP server demonstrating core concepts with calculator oper…
|
B 76 5⁄5 | ||||||||
| 3388 |
An MCP server providing AI assistants with 149 tools to fully control the Godot…
|
B 76 5⁄5 | ||||||||
| 3389 |
Enables AI assistants to interact with Saffron recipe management functionality,…
|
B 76 5⁄5 | ||||||||
| 3390 |
Enables AI assistants to manage and monitor VergeOS virtualization platforms th…
|
B 76 5⁄5 | ||||||||
| 3391 |
ClaudeHopper
Claim
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
|
B 76 5⁄4 | ||||||||
| 3392 |
Enables programmatic creation and management of draw.io diagrams through MCP to…
|
B 76 5⁄4 | ||||||||
| 3393 |
A simple MCP server that enables AI assistants to perform domain research inclu…
|
B 76 5⁄5 | ||||||||
| 3394 |
Enables web browsing capabilities using BeautifulSoup4
|
B 76 5⁄4 | ||||||||
| 3395 |
symbols
Claim
Fast polyglot source code intelligence: symbols, imports, dependencies, and imp…
|
B 76 5⁄4 | ||||||||
| 3396 |
Sales Intelligence · B2B Lead Extraction
An MCP (Model Context Protocol) server…
|
B 76 5⁄5 | ||||||||
| 3397 |
Enables AI agents to securely read and extract information from PDF files inclu…
|
B 76 5⁄5 | ||||||||
| 3398 |
Enables intelligent interaction with Azure resources through natural language b…
|
B 76 5⁄5 | ||||||||
| 3399 |
A Model Context Protocol server that allows users to store, retrieve, update, a…
|
B 76 5⁄5 | ||||||||
| 3400 |
Extracts clean web content for RAG and provides Q&A about web pages.
|
B 76 5⁄5 | ||||||||