MCP Server Quality Scores
Independent quality analysis of 33745 public MCP servers
Last updated 1 hour, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12701 |
MCP server for YouTubeTranscript.dev — extract transcripts, manage history, and…
|
C 60 5⁄5 | ||||||||
| 12702 |
gong-mcp
Claim
gong-mcp
|
C 60 5⁄5 | ||||||||
| 12703 |
A generic Model Context Protocol framework for building AI-powered applications…
|
C 60 5⁄5 | ||||||||
| 12704 |
Text-to-SQL MCP Server
Claim
A secure database query service built on FastMCP framework that allows users to…
|
C 60 5⁄5 | ||||||||
| 12705 |
mm-mcp
Claim
|
C 60 5⁄4 | ||||||||
| 12706 |
A lightweight server that simplifies building and flashing Zephyr RTOS projects…
|
C 60 5⁄4 | ||||||||
| 12707 |
A Multi-Agent Conversation Protocol server that enables interaction with the Sa…
|
C 60 5⁄5 | ||||||||
| 12708 |
A Model Context Protocol server that enables users to control and interact with…
|
C 60 5⁄5 | ||||||||
| 12709 |
Enables AI assistants to search PyPI packages and retrieve detailed metadata, v…
|
C 60 5⁄5 | ||||||||
| 12710 |
An advanced Medical Care Platform server designed for accessing and analyzing c…
|
C 60 6⁄6 | ||||||||
| 12711 |
An MCP server that enables text extraction and replacement in Microsoft Word do…
|
C 60 5⁄4 | ||||||||
| 12712 |
Ubuntu VM Control
Claim
Enables AI assistants to interact with Ubuntu VMs via SSH, including executing …
|
C 60 5⁄5 | ||||||||
| 12713 |
This MCP server enables users to interact with and analyze the dair-ai/emotion …
|
C 60 5⁄5 | ||||||||
| 12714 |
An MCP server that manages chunking and reading of large responses, allowing to…
|
C 60 5⁄4 | ||||||||
| 12715 |
A Model Context Protocol server that integrates Zeek network analysis capabilit…
|
C 60 5⁄4 | ||||||||
| 12716 |
Pi-hole MCP Server
Claim
Enables control of Pi-hole v6 ad blocking, allowing users to toggle DNS blockin…
|
C 60 5⁄5 | ||||||||
| 12717 |
An MCP server that provides tools for querying the PubChem database for detaile…
|
C 60 5⁄5 | ||||||||
| 12718 |
Gemini CLI RAG MCP
Claim
Transforms static gemini-cli documentation into a queryable RAG service, enabli…
|
C 60 5⁄5 | ||||||||
| 12719 |
Consulta contratación pública de Colombia (SECOP I y II) desde datos.gov.co
|
C 60 5⁄4 | ||||||||
| 12720 |
Docstring quality vetting for Python -- enrichment, freshness, coverage, and pr…
|
C 60 6⁄6 | ||||||||
| 12721 |
An MCP-compatible server that uses iFlytek's large language model to generate P…
|
C 60 5⁄5 | ||||||||
| 12722 |
ChatBI MCP Server
Claim
Enables AI-powered business intelligence and data analysis using pandas and LLM…
|
C 60 5⁄5 | ||||||||
| 12723 |
A Model Context Protocol (MCP) server that provides mathematical calculations a…
|
C 60 5⁄5 | ||||||||
| 12724 |
Provides two Model Context Protocol servers that enable controlling IoT devices…
|
C 60 5⁄5 | ||||||||
| 12725 |
Enables interaction with a persistent PowerShell session through LM Studio. Pro…
|
C 60 5⁄5 | ||||||||
| 12726 |
A Windows-based MCP server that enables the insertion of native Zotero citation…
|
C 60 5⁄4 | ||||||||
| 12727 |
🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP…
|
C 60 5⁄5 | ||||||||
| 12728 |
MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic t…
|
C 60 5⁄5 | ||||||||
| 12729 |
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
|
C 60 5⁄5 | ||||||||
| 12730 |
A MCP server provides SQL database access with support for PostgreSQL, MySQL, a…
|
C 60 5⁄4 | ||||||||
| 12731 |
A Model Context Protocol server that analyzes YouTube videos, enabling users to…
|
C 60 5⁄5 | ||||||||
| 12732 |
Provides AI assistants with intelligent access to Google Calendar data, enablin…
|
C 60 5⁄5 | ||||||||
| 12733 |
An MCP server that provides access to the Interzoid GetWeatherCity API, allowin…
|
C 60 5⁄4 | ||||||||
| 12734 |
An MCP server that enables AI assistants to query and access structured knowled…
|
C 60 5⁄5 | ||||||||
| 12735 |
Provides penetration testing tools including nmap, nikto, sqlmap, wpscan, and e…
|
C 60 5⁄4 | ||||||||
| 12736 |
Provide detailed Pokémon data and information through a standardized MCP interf…
|
C 60 5⁄5 | ||||||||
| 12737 |
reddit-research-mcp
Claim
Turn Reddit's chaos into structured insights with full citations - MCP server f…
|
C 60 6⁄6 | ||||||||
| 12738 |
Construction punch list management for AI agents. Create lists, add items, trac…
|
C 60 6⁄4 | ||||||||
| 12739 |
A module that enables AI assistants to access and utilize common penetration te…
|
C 60 5⁄4 | ||||||||
| 12740 |
Allows sending emails through the Resend service using a standardized Model Con…
|
C 60 5⁄5 | ||||||||
| 12741 |
|
C 60 5⁄5 | ||||||||
| 12742 |
A Python-based Model Context Protocol server that allows AI assistants like Cla…
|
C 60 5⁄5 | ||||||||
| 12743 |
An MCP server that provides web scraping and Bing search capabilities, supporti…
|
C 60 5⁄4 | ||||||||
| 12744 |
A Model Context Protocol server that provides access to Magic UI components, al…
|
C 60 5⁄5 | ||||||||
| 12745 |
An MCP server that enables cross-chain token transfers via the Stargate protoco…
|
C 60 5⁄5 | ||||||||
| 12746 |
QueryCraftMCP
Claim
A flexible Model Context Protocol server that enables LLMs to interact with dat…
|
C 60 5⁄5 | ||||||||
| 12747 |
MCP Time Server
Claim
A minimal MCP server that provides current time information with configurable t…
|
C 60 5⁄5 | ||||||||
| 12748 |
Persistent memory for AI agents. 19 tools, Hebbian learning, RRF search, knowle…
|
C 60 5⁄4 | ||||||||
| 12749 |
Enables searching personal knowledge vaults using hybrid semantic and keyword m…
|
C 60 5⁄5 | ||||||||
| 12750 |
A minimalist MCP server that provides a single tool to retrieve a developer nam…
|
C 60 5⁄5 | ||||||||