MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 1 hour, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6551 |
MCP server that provides programmatic access to the Israeli Central Bureau of S…
|
B 72 5⁄5 | ||||||||
| 6552 |
MCP server for PR code review, commit messages, changelogs, and secret detectio…
|
B 72 5⁄4 | ||||||||
| 6553 |
Enables querying and retrieving data from App Store and Google Play Store, incl…
|
B 72 5⁄5 | ||||||||
| 6554 |
Cross-platform music and game resolution for AI agents across 15+ platforms.
|
B 72 5⁄5 | ||||||||
| 6555 |
Converts Markdown files and standalone Mermaid diagrams into high-quality PDF o…
|
B 72 5⁄5 | ||||||||
| 6556 |
Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async…
|
B 72 5⁄4 | ||||||||
| 6557 |
Server to search PubMed (PubMed is a free, online database that allows users to…
|
B 72 5⁄4 | ||||||||
| 6558 |
⚡ Cut LLM inference costs 80% with Programmatic Tool Calling. Instead of N tool…
|
B 71 5⁄4 | ||||||||
| 6559 |
MCP server to fetch transcripts for YouTube videos, enabling users to retrieve …
|
B 71 5⁄5 | ||||||||
| 6560 |
A simple note storage system that allows creating, storing, and summarizing not…
|
B 71 5⁄4 | ||||||||
| 6561 |
11 tools for managing Grist documents with AI
|
B 71 5⁄4 | ||||||||
| 6562 |
Enables deployment and hosting of custom MCP servers on Databricks Apps platfor…
|
B 71 5⁄5 | ||||||||
| 6563 |
|
B 71 5⁄4 | ||||||||
| 6564 |
Enables interaction with Qiita, a Japanese developer community platform, throug…
|
B 71 5⁄5 | ||||||||
| 6565 |
MCP server that acts as a proxy to the freely available MLB API, which provides…
|
B 71 5⁄4 | ||||||||
| 6566 |
Enables RAG (Retrieval-Augmented Generation) capabilities with document process…
|
B 71 5⁄5 | ||||||||
| 6567 |
Metasploit MCP Server
Claim
Provides a bridge between large language models and the Metasploit Framework, e…
|
B 71 5⁄5 | ||||||||
| 6568 |
Enables enriching banking data with the Ntropy API, providing tools to create a…
|
B 71 5⁄5 | ||||||||
| 6569 |
Enables AI agents to fetch Nebius cloud service documentation and execute Nebiu…
|
B 71 5⁄4 | ||||||||
| 6570 |
Enables management of Mistral AI agents through MCP tools including creating, l…
|
B 71 5⁄5 | ||||||||
| 6571 |
Provides automatic desktop notifications and contextual sounds for Claude Code …
|
B 71 5⁄5 | ||||||||
| 6572 |
Full-stack air quality analytics platform built with FastAPI, React, and MySQL.…
|
B 71 5⁄4 | ||||||||
| 6573 |
An automated system that processes raw text through a three-stage pipeline to a…
|
B 71 5⁄5 | ||||||||
| 6574 |
MCP Scheduler
Claim
A robust task scheduler server built with Model Context Protocol for scheduling…
|
B 71 5⁄4 | ||||||||
| 6575 |
|
B 71 5⁄4 | ||||||||
| 6576 |
Access Dutch Parliament (Tweede Kamer) information including documents, debates…
|
B 71 5⁄5 | ||||||||
| 6577 |
Word MCP
Claim
Enables programmatic generation of Microsoft Word documents (.docx) from AI-gen…
|
B 71 5⁄4 | ||||||||
| 6578 |
Enables capturing screenshots and annotating images with boxes, arrows, text, h…
|
B 71 5⁄5 | ||||||||
| 6579 |
WAF security testing: 5,500+ payloads, 25 WAF fingerprints, 21 recon checks, by…
|
B 71 5⁄4 | ||||||||
| 6580 |
An intelligent system that automatically scrapes Canadian news sources, process…
|
B 71 5⁄5 | ||||||||
| 6581 |
Provides LLMs with read-only access to search, filter, and retrieve bookmark me…
|
B 71 5⁄5 | ||||||||
| 6582 |
Provides comprehensive access to Blue Archive game data including students, equ…
|
B 71 5⁄5 | ||||||||
| 6583 |
Gemini MCP File Agent
Claim
A local server that enables Google's Gemini AI to safely read, write, and list …
|
B 71 5⁄4 | ||||||||
| 6584 |
Provides LLMs with safe, read-only access to local codebases for searching, rea…
|
B 71 5⁄4 | ||||||||
| 6585 |
MCP tool access to MarkItDown -- a library that converts many file formats (loc…
|
B 71 5⁄4 | ||||||||
| 6586 |
A Model Context Protocol server that enables Claude Desktop to access structure…
|
B 71 5⁄4 | ||||||||
| 6587 |
MCP TypeScript Template
Claim
A TypeScript template for building remote Model Context Protocol (MCP) servers …
|
B 71 5⁄5 | ||||||||
| 6588 |
An MCP server that provides access to the Biztoc API for retrieving latest busi…
|
B 71 5⁄5 | ||||||||
| 6589 |
🔬 MCP server for AI-powered napari control. Connect Claude, ChatGPT, Cursor, an…
|
B 71 5⁄4 | ||||||||
| 6590 |
Provides knowledge graph functionality for managing entities, relations, and ob…
|
B 71 5⁄5 | ||||||||
| 6591 |
MCP GCP DevOps
Claim
Enables managing Google Cloud Platform infrastructure through natural language,…
|
B 71 5⁄5 | ||||||||
| 6592 |
Enables users to collect, search, and retrieve product feedback and full conver…
|
B 71 5⁄5 | ||||||||
| 6593 |
Enables interaction with Zendesk Support for managing tickets, comments, and fi…
|
B 71 5⁄5 | ||||||||
| 6594 |
Enables users to validate the existence of email addresses through a simple Fas…
|
B 71 5⁄5 | ||||||||
| 6595 |
Provides AI agents with physics-based corrosion engineering calculations, from …
|
B 71 5⁄4 | ||||||||
| 6596 |
Enables AI assistants to read unread Gmail messages and compose draft replies w…
|
B 71 5⁄5 | ||||||||
| 6597 |
Integrates with the Eventbrite API to provide AI-assisted event management capa…
|
B 71 5⁄5 | ||||||||
| 6598 |
flomo-mcp
Claim
A simple notes system that allows creating, storing, and accessing text notes t…
|
B 71 5⁄4 | ||||||||
| 6599 |
Facilitates note storage and summarization through custom URIs, allowing users …
|
B 71 5⁄4 | ||||||||
| 6600 |
mcp-gsc
Claim
Google Search Console Insights with Claude AI for SEOs
|
B 71 5⁄4 | ||||||||