MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10101 |
An MCP server for organizing research papers, books, and digital sources by tra…
|
C 66 5⁄4 | ||||||||
| 10102 |
Connects Claude to the U.S. National Library of Medicine MeSH APIs to search an…
|
C 66 5⁄5 | ||||||||
| 10103 |
Connects Ableton Live to Claude AI through the Model Context Protocol, enabling…
|
C 66 5⁄4 | ||||||||
| 10104 |
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt C…
|
C 66 5⁄4 | ||||||||
| 10105 |
Enables bidirectional voice interaction for Claude Code using local speech-to-t…
|
C 66 5⁄4 | ||||||||
| 10106 |
MCP server for exploring AOSP internals and Jetpack libraries
|
C 66 5⁄4 | ||||||||
| 10107 |
Provides weather forecasts and alerts for US locations using the National Weath…
|
C 66 5⁄5 | ||||||||
| 10108 |
Enables AI assistants to scan project dependencies and Infrastructure as Code f…
|
C 66 5⁄5 | ||||||||
| 10109 |
Jira MCP Server
Claim
A simple MCP server that provides access to Jira issues from Cursor AI, allowin…
|
C 66 5⁄5 | ||||||||
| 10110 |
Enables AI-driven PDF document processing including PDF to Markdown conversion,…
|
C 66 5⁄4 | ||||||||
| 10111 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 66 5⁄5 | ||||||||
| 10112 |
Enables analysis and querying of Git repository content (both public and privat…
|
C 66 5⁄5 | ||||||||
| 10113 |
An MCP server that helps users track and manage fork parity with upstream repos…
|
C 66 5⁄5 | ||||||||
| 10114 |
A Model Context Protocol server that enables Claude to search and access detail…
|
C 66 5⁄5 | ||||||||
| 10115 |
Automated DOCX Redlining Engine
|
C 66 5⁄4 | ||||||||
| 10116 |
Marcus Local MCP Server
Claim
Enables AI assistants to semantically search through indexed documentation webs…
|
C 66 5⁄4 | ||||||||
| 10117 |
Enables interaction with MongoDB databases through MCP, supporting database que…
|
C 66 5⁄4 | ||||||||
| 10118 |
A command-line interface application that enables interaction with LLMs through…
|
C 66 5⁄4 | ||||||||
| 10119 |
A local MCP server for retrieving and analyzing your browser history. Makes it…
|
C 66 5⁄4 | ||||||||
| 10120 |
Enables AI agents to interact with Gmail through LIAM's CASA-compliant Google O…
|
C 66 5⁄5 | ||||||||
| 10121 |
Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red …
|
C 66 6⁄6 | ||||||||
| 10122 |
Search the web and extract clean, readable text from webpages. Process multiple…
|
C 66 6⁄6 | ||||||||
| 10123 |
Enables quantitative trading analysis with 12 tools for real-time market data, …
|
C 66 5⁄5 | ||||||||
| 10124 |
Python based with all 29 tools that's available to developers from National Par…
|
C 66 5⁄4 | ||||||||
| 10125 |
An MCP server that provides AI assistants with direct access to application log…
|
C 66 5⁄4 | ||||||||
| 10126 |
Enables agents to convert text to speech using OpenAI's TTS models with voice s…
|
C 66 5⁄4 | ||||||||
| 10127 |
Enables interaction with Android devices and emulators through ADB, allowing co…
|
C 66 5⁄5 | ||||||||
| 10128 |
Agent-to-agent marketplace where AI agents discover, invoke, and pay for servic…
|
C 66 6⁄4 | ||||||||
| 10129 |
A comprehensive Model Context Protocol server that integrates Vibe Coding metho…
|
C 66 5⁄5 | ||||||||
| 10130 |
An MCP server for validating, auto-fixing, and scaffolding TwinCAT 3 XML files …
|
C 66 5⁄4 | ||||||||
| 10131 |
Mandatory human approval gate for autonomous AI agents. Intercepts critical, ir…
|
C 66 6⁄4 | ||||||||
| 10132 |
A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB…
|
C 66 5⁄4 | ||||||||
| 10133 |
IACR MCP Server
Claim
Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating…
|
C 66 5⁄5 | ||||||||
| 10134 |
Enables AI assistants to query and retrieve information from Amazon Bedrock Kno…
|
C 66 5⁄5 | ||||||||
| 10135 |
Enables checking domain availability and pricing using the GoDaddy OTE API, sup…
|
C 66 5⁄4 | ||||||||
| 10136 |
EdgeOne Pages MCP Server
Claim
A self-hosted MCP server that enables AI assistants to deploy and manage static…
|
C 66 5⁄5 | ||||||||
| 10137 |
Enables cross-chain bridging, multi-chain token swaps, and real-time pricing ac…
|
C 66 6⁄6 | ||||||||
| 10138 |
Enables reading and processing various document formats including Word, PDF, RT…
|
C 66 5⁄4 | ||||||||
| 10139 |
MCP server for detecting, monitoring, and analyzing potential wildfires globall…
|
C 66 5⁄5 | ||||||||
| 10140 |
rod-mcp
Claim
Rod-MCP provides browser automation capabilities for your applications by using…
|
C 66 5⁄4 | ||||||||
| 10141 |
A Model Context Protocol server that provides tools to interact with Adobe Expe…
|
C 66 5⁄5 | ||||||||
| 10142 |
Provides AI assistants with capabilities to generate collision-resistant unique…
|
C 66 5⁄5 | ||||||||
| 10143 |
Schedule and manage social media posts across 10 platforms (Instagram, Facebook…
|
C 66 5⁄4 | ||||||||
| 10144 |
A local/private-favored wrapper for antvis/mcp-server-chart
|
C 66 5⁄4 | ||||||||
| 10145 |
Enables fetching YouTube video transcripts with Google OAuth 2.0 authentication…
|
C 66 5⁄5 | ||||||||
| 10146 |
The Excel MCP Server is a powerful tool that enables natural language interacti…
|
C 66 5⁄5 | ||||||||
| 10147 |
Execute Python code with persistent state across Claude conversations using a b…
|
C 66 5⁄4 | ||||||||
| 10148 |
Enables sending HTTP requests to webhooks with dynamic parameters, supporting a…
|
C 66 5⁄5 | ||||||||
| 10149 |
Enables AI agents to interact with the Strava API to retrieve athlete statistic…
|
C 66 5⁄5 | ||||||||
| 10150 |
Enables AI assistants to manage MinIO object storage through comprehensive buck…
|
C 66 5⁄5 | ||||||||