MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2451 |
Enables text-only models to process images and other media formats by providing…
|
B 78 5⁄5 | ||||||||
| 2452 |
Enables detection and resolution of Git merge conflicts in repositories through…
|
B 78 5⁄4 | ||||||||
| 2453 |
Bridges AI models with WinDbg for crash dump analysis and remote debugging.
|
B 78 5⁄4 | ||||||||
| 2454 |
ai-distiller-mcp
Claim
Extracts essential code structure from large codebases into AI-digestible forma…
|
B 77 5⁄4 | ||||||||
| 2455 |
MCP Memory LibSQL Go
Claim
🧠 High-performance persistent memory system for Model Context Protocol (MCP) po…
|
B 77 5⁄5 | ||||||||
| 2456 |
Connects AI assistants to SE Ranking's SEO and project management APIs to enabl…
|
B 77 5⁄5 | ||||||||
| 2457 |
Enables creation and deployment of AI agents through natural language by provid…
|
B 77 5⁄4 | ||||||||
| 2458 |
NCTR Alliance rewards — search bounties, check earning rates, and discover comm…
|
B 77 6⁄6 | ||||||||
| 2459 |
All-in-one multimodal MCP for 300+ OpenRouter models: text chat, image / audio …
|
B 77 5⁄5 | ||||||||
| 2460 |
Enables LLM clients to interact with any MediaWiki wiki, supporting page creati…
|
B 77 5⁄5 | ||||||||
| 2461 |
🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket…
|
B 77 5⁄5 | ||||||||
| 2462 |
An MCP server that indexes WordPress hooks, filters, block registrations, and J…
|
B 77 5⁄4 | ||||||||
| 2463 |
mcp-4o-Image-Generator
|
B 77 5⁄5 | ||||||||
| 2464 |
Enables AI agents to interact with Magento 2 development environments through c…
|
B 77 5⁄4 | ||||||||
| 2465 |
universal-blockchain
Claim
ZetaChain universal blockchain MCP server
|
B 77 5⁄4 | ||||||||
| 2466 |
Fast domain availability checker. DNS + RDAP/WHOIS verification.
|
B 77 5⁄4 | ||||||||
| 2467 |
Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…
|
B 77 5⁄5 | ||||||||
| 2468 |
Enables MCP clients to interact with Obsidian vaults via filesystem operations …
|
B 77 5⁄4 | ||||||||
| 2469 |
This MCP provides comprehensive tools and resources for MSX software developmen…
|
B 77 5⁄5 | ||||||||
| 2470 |
Exposes Kunobi's application data and store querying capabilities to AI assista…
|
B 77 4⁄4 | ||||||||
| 2471 |
Enables remote access to JobNimbus CRM through Claude Desktop with 48+ tools fo…
|
B 77 5⁄5 | ||||||||
| 2472 |
Provides OpenFeature SDK installation guidance for various programming language…
|
B 77 5⁄5 | ||||||||
| 2473 |
MCP server that turns AI into an SVG artist. One rendering engine, AI decides e…
|
B 77 4⁄4 | ||||||||
| 2474 |
OpenAPI MCP Server
Claim
A generic MCP server that dynamically exposes any OpenAPI-documented REST API t…
|
B 77 5⁄5 | ||||||||
| 2475 |
An MCP server for managing and monitoring Tailscale networks through natural la…
|
B 77 5⁄5 | ||||||||
| 2476 |
A flexible Model Context Protocol server that makes documentation or codebases …
|
B 77 5⁄5 | ||||||||
| 2477 |
A prompt-validation service that checks incoming prompts against security rules…
|
B 77 5⁄4 | ||||||||
| 2478 |
MCP Note-Taking Server
Claim
Enables structured note-taking with markdown support, dynamic tagging system, a…
|
B 77 5⁄4 | ||||||||
| 2479 |
FinishKit MCP: scan GitHub repos for security vulnerabilities, deployment block…
|
B 77 5⁄4 | ||||||||
| 2480 |
Run real user interviews from AI agents and retrieve structured insights with t…
|
B 77 5⁄5 | ||||||||
| 2481 |
An intelligent MCP server that analyzes projects and recommends team compositio…
|
B 77 5⁄4 | ||||||||
| 2482 |
DB MCP (HR CSV → SQLite)
Claim
This MCP server imports HR CSV data into an in-memory SQLite database to enable…
|
B 77 5⁄4 | ||||||||
| 2483 |
ag402-mcp
Claim
Ag402 is the payment layer for Coinbase's x402 protocol. Wrap any API or MCP se…
|
B 77 5⁄5 | ||||||||
| 2484 |
A TypeScript-based MCP server utilizing the UseScraper API to provide web scrap…
|
B 77 5⁄5 | ||||||||
| 2485 |
Enables AI-powered generation, customization, and documentation of its-just-ui …
|
B 77 5⁄5 | ||||||||
| 2486 |
A comprehensive League of Legends data ecosystem that provides access to champi…
|
B 77 5⁄4 | ||||||||
| 2487 |
A temporal knowledge graph system that enables users to record and query archit…
|
B 77 5⁄5 | ||||||||
| 2488 |
A MCP server offering tools for cryptocurrency research and Ethereum-based auto…
|
B 77 5⁄5 | ||||||||
| 2489 |
Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…
|
B 77 5⁄5 | ||||||||
| 2490 |
Atomic multi-file find-and-replace by Essential AI Solutions (essentialai.uk)
|
B 77 5⁄5 | ||||||||
| 2491 |
Allow AI systems to search for places and get business info via Google Maps Pla…
|
B 77 5⁄4 | ||||||||
| 2492 |
|
B 77 5⁄4 | ||||||||
| 2493 |
Hive Mind MCP Server
Claim
Automatically generates and maintains living documentation for codebases by cre…
|
B 77 5⁄4 | ||||||||
| 2494 |
Enables interaction with Bring! shopping lists through natural language, allowi…
|
B 77 5⁄5 | ||||||||
| 2495 |
Enables AI assistants to create, update, publish, and manage Datawrapper charts…
|
B 77 5⁄5 | ||||||||
| 2496 |
Self-hosted MCP server for browser automation using Puppeteer, with tools for n…
|
B 77 5⁄4 | ||||||||
| 2497 |
A semantic proxy that reduces AI agent token usage by exposing only three core …
|
B 77 5⁄4 | ||||||||
| 2498 |
Allows scheduling meetings in Microsoft Outlook using Microsoft Graph API, with…
|
B 77 5⁄5 | ||||||||
| 2499 |
Enables interaction with macOS system features including file dialogs, clipboar…
|
B 77 5⁄4 | ||||||||
| 2500 |
Enables interaction with Typebot's REST API to create, manage, publish, and cha…
|
B 77 5⁄5 | ||||||||