MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6451 |
An MCP server that transforms repositories into queryable knowledge by combinin…
|
B 72 5⁄4 | ||||||||
| 6452 |
Provides secure, read-only access to VTION e-commerce analytics data through MC…
|
B 72 5⁄5 | ||||||||
| 6453 |
Enables interaction with the Tembo API to manage organization tasks and view en…
|
B 72 5⁄5 | ||||||||
| 6454 |
|
B 72 5⁄5 | ||||||||
| 6455 |
Enables developers to access kintone API specifications, field type documentati…
|
B 72 5⁄5 | ||||||||
| 6456 |
Provides real-time stock quotes, historical price data, financial news, and mul…
|
B 72 5⁄5 | ||||||||
| 6457 |
Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async…
|
B 72 5⁄4 | ||||||||
| 6458 |
A Model Context Protocol server that acts as a proxy to provide LLM access to P…
|
B 72 5⁄5 | ||||||||
| 6459 |
Enables processing and analysis of large PDF files through text extraction, sea…
|
B 72 5⁄4 | ||||||||
| 6460 |
mcp-streamable-http
Claim
Example implementation of MCP Streamable HTTP client/server in Python and TypeS…
|
B 72 5⁄4 | ||||||||
| 6461 |
Provides AI-driven project memory management through structured prompts that he…
|
B 72 5⁄5 | ||||||||
| 6462 |
MCP server for AI image generation via OpenAI, Stable Diffusion (SD WebUI), or …
|
B 72 4⁄4 | ||||||||
| 6463 |
Viterbit MCP Server
Claim
Enables interaction with Viterbit recruitment API for managing candidates, jobs…
|
B 72 5⁄5 | ||||||||
| 6464 |
Flappy Bird MCP App
Claim
Provides a fully playable Flappy Bird game that runs inline within AI chat clie…
|
B 72 5⁄5 | ||||||||
| 6465 |
Provides secure and efficient tools for codebase analysis, including file manag…
|
B 72 5⁄5 | ||||||||
| 6466 |
An MCP server that integrates with Hunter.io API to find and verify email addre…
|
B 72 5⁄5 | ||||||||
| 6467 |
Enables querying and analyzing code relationships by building a lightweight gra…
|
B 72 5⁄4 | ||||||||
| 6468 |
A Model Context Protocol server that provides read-only access to Bybit's crypt…
|
B 72 5⁄5 | ||||||||
| 6469 |
Enables LLMs to interact with a CRM system through natural language to manage e…
|
B 72 5⁄5 | ||||||||
| 6470 |
An MCP server that allows searching through public SearXNG instances by parsing…
|
B 72 5⁄5 | ||||||||
| 6471 |
List and terminate OS processes via natural language queries
|
B 72 5⁄4 | ||||||||
| 6472 |
MCP server for AI-powered network scanning with Nmap. Port scanning, service de…
|
B 72 5⁄5 | ||||||||
| 6473 |
Provides AI models with structured design guidelines and system prompts for cre…
|
B 72 5⁄5 | ||||||||
| 6474 |
Enables conducting comprehensive research on complex topics through multi-layer…
|
B 72 5⁄4 | ||||||||
| 6475 |
Enables booking flow operations through a DSP (Demand-Side Platform) API with O…
|
B 72 5⁄5 | ||||||||
| 6476 |
Zero-tool-call codebase intelligence for Claude Code and MCP clients. Automatic…
|
B 72 5⁄4 | ||||||||
| 6477 |
|
B 72 5⁄4 | ||||||||
| 6478 |
A Model Context Protocol server that allows AI assistants like Claude to integr…
|
B 72 5⁄5 | ||||||||
| 6479 |
A Model Context Protocol server that integrates high-quality text-to-speech cap…
|
B 72 5⁄5 | ||||||||
| 6480 |
Enables AI assistants to search, view, create, and update JIRA issues using nat…
|
B 72 5⁄5 | ||||||||
| 6481 |
A context-efficient GitHub MCP server designed for AI agents to manage reposito…
|
B 72 5⁄5 | ||||||||
| 6482 |
MCP server for using various search tools like Tavily API.
Planning to support …
|
B 72 5⁄4 | ||||||||
| 6483 |
Enables AI assistants to deploy and manage static websites directly through Edg…
|
B 72 5⁄5 | ||||||||
| 6484 |
Enables AI agents to interact with Saros DeFi through natural language, providi…
|
B 72 5⁄5 | ||||||||
| 6485 |
Adds a live git branch status bar to the Claude footer for tracking multiple ac…
|
B 72 5⁄4 | ||||||||
| 6486 |
A Model Context Protocol (MCP) server that enables mobile app automation using …
|
B 72 5⁄4 | ||||||||
| 6487 |
x402 MCP Server
Claim
Provides pay-per-use tools for AI agents like web screenshots and crypto intell…
|
B 72 5⁄5 | ||||||||
| 6488 |
EPICS MCP Server
Claim
A Python-based server that interacts with EPICS process variables, allowing use…
|
B 72 5⁄4 | ||||||||
| 6489 |
Creates, validates, and fixes diagrams on Eraser.io using their API. Supports s…
|
B 72 5⁄5 | ||||||||
| 6490 |
Enables interaction with MySQL databases through MCP, supporting query executio…
|
B 72 5⁄5 | ||||||||
| 6491 |
Enables searching, downloading, and analyzing academic papers from arXiv and Se…
|
B 72 5⁄5 | ||||||||
| 6492 |
MCP server for Altegio API — appointments, clients, services, staff schedules f…
|
B 72 5⁄5 | ||||||||
| 6493 |
Enables users to search and retrieve content from Xiaohongshu (Red Book) platfo…
|
B 72 5⁄5 | ||||||||
| 6494 |
A Model Context Protocol server that provides programmatic APIs for running mut…
|
B 72 5⁄5 | ||||||||
| 6495 |
AMap Maps MCP Server
Claim
Enables location-based services through AMap/AutoNavi Maps API including geocod…
|
B 72 5⁄5 | ||||||||
| 6496 |
A tool that enables users to interact with blockchain data to retrieve token to…
|
B 72 5⁄5 | ||||||||
| 6497 |
An MCP server implementing AI-user confirmation protocols, providing tools for …
|
B 72 5⁄5 | ||||||||
| 6498 |
A tool that helps AI agents interact with Docker containers on local or remote …
|
B 72 5⁄4 | ||||||||
| 6499 |
Brightspace MCP Server
Claim
Enables Purdue University students to access their Brightspace academic data in…
|
B 72 5⁄4 | ||||||||
| 6500 |
Unla
Claim
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existin…
|
B 72 5⁄4 | ||||||||