MCP Server Quality Scores
Independent quality analysis of 56925 public MCP servers
Last updated 1 hour, 5 minutes ago
Grade Distribution
Score Distribution
Newly Added
sales-intelligence-mcp regulatory-filings-mcp patents-trademarks-ip-mcp-server global-equities-screener-mcp fred-treasury-macro-data-mcp| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13001 |
An MCP server for Spec-Driven Development that transforms natural language idea…
|
C 59 5⁄5 | ||||||||
| 13002 |
Provides weather forecast data for any location using the Open-Meteo API, retur…
|
C 59 6⁄6 | ||||||||
| 13003 |
A Model Context Protocol server that enables AI assistants to interact with Kan…
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C 59 6⁄6 | ||||||||
| 13004 |
Enables interaction with Redfish-compliant BMC devices for server management, f…
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C 59 5⁄5 | ||||||||
| 13005 |
An educational project that deliberately implements vulnerable MCP servers to d…
|
C 59 5⁄5 | ||||||||
| 13006 |
Same functionality, consuming only 1/20 of the context window tokens.
|
C 59 6⁄6 | ||||||||
| 13007 |
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
|
C 59 5⁄5 | ||||||||
| 13008 |
Enables AI assistants to search and access clinical trial data from ClinicalTri…
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C 59 5⁄5 | ||||||||
| 13009 |
A Python implementation of the Model Context Protocol (MCP) that connects clien…
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C 59 5⁄5 | ||||||||
| 13010 |
A Model Context Protocol server that enables interaction with Polymarket predic…
|
C 59 5⁄4 | ||||||||
| 13011 |
An MCP server that allows AI models to create data visualizations using Vega-Li…
|
C 59 5⁄5 | ||||||||
| 13012 |
Search, browse, and get suggestions for VueUse composables
|
C 59 6⁄4 | ||||||||
| 13013 |
A tool that preserves chat history as Markdown files, automatically adding time…
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C 59 5⁄5 | ||||||||
| 13014 |
Provides specialized tools for data engineering tasks like SQL formatting, dbt …
|
C 59 5⁄4 | ||||||||
| 13015 |
Enables AI assistants to automatically integrate Divvi referral tracking into J…
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C 59 6⁄6 | ||||||||
| 13016 |
An MCP server that provides 'Reasoning as a Service' by analyzing tasks to sele…
|
C 59 5⁄5 | ||||||||
| 13017 |
A Model Context Protocol (MCP) server that allows Claude AI to interact with cu…
|
C 59 5⁄5 | ||||||||
| 13018 |
Provides tools to query e-commerce data including customer information, order d…
|
C 59 5⁄4 | ||||||||
| 13019 |
Enables personal expense management through CSV storage, allowing AI agents to …
|
C 59 5⁄4 | ||||||||
| 13020 |
Indodax MCP Server
Claim
Exposes Indodax's Private and Public REST APIs as MCP tools, enabling AI agents…
|
C 59 5⁄5 | ||||||||
| 13021 |
A self-hostable OAuth 2.0 server designed for the Model-Context-Protocol (MCP) …
|
C 59 6⁄6 | ||||||||
| 13022 |
Enables natural language queries against a MongoDB movie database to search fil…
|
C 59 5⁄5 | ||||||||
| 13023 |
MCP-dev
Claim
Custom MCP tools for local development that enable file system access, shell co…
|
C 59 5⁄4 | ||||||||
| 13024 |
Enables formal logical reasoning, mathematical problem-solving, and proof const…
|
C 59 6⁄6 | ||||||||
| 13025 |
DataOps ClickHouse MCP server with query optimization and pipeline monitoring
|
C 59 5⁄4 | ||||||||
| 13026 |
Enables interaction with X (Twitter) API v2 with multi-user OAuth 2.0 support, …
|
C 59 6⁄6 | ||||||||
| 13027 |
Notion-Anki MCP Server
Claim
Automatically generates Anki flashcards from Notion pages by extracting questio…
|
C 59 5⁄5 | ||||||||
| 13028 |
A secure Docker-based environment that allows AI assistants to safely execute c…
|
C 59 5⁄5 | ||||||||
| 13029 |
Beyond MCP Server
Claim
An extensible Model Context Protocol server that provides standardized access t…
|
C 59 6⁄6 | ||||||||
| 13030 |
Enables users to manage Gmail by fetching recent emails with pagination and cre…
|
C 59 5⁄4 | ||||||||
| 13031 |
Enables management of Google Calendar events across multiple calendars with nat…
|
C 59 6⁄6 | ||||||||
| 13032 |
Enables LLMs to interact with Apito's system GraphQL API to build and manage he…
|
C 59 6⁄6 | ||||||||
| 13033 |
Enables AI applications to interact with MySQL databases through a secure inter…
|
C 59 5⁄5 | ||||||||
| 13034 |
Enabling AI agents to interact with PumpSwap for real-time token swaps and auto…
|
C 59 5⁄5 | ||||||||
| 13035 |
Provides a simple tool to shorten URLs using the CleanURI API, designed to run …
|
C 59 5⁄5 | ||||||||
| 13036 |
A Model Context Protocol server providing web automation capabilities through S…
|
C 59 5⁄4 | ||||||||
| 13037 |
Quack MCP Server
Claim
A continuous integration server that automates Python code analysis, providing …
|
C 59 5⁄5 | ||||||||
| 13038 |
MCPServer (FastMCP)
Claim
A minimal Model Context Protocol server built with FastMCP that provides basic …
|
C 59 5⁄4 | ||||||||
| 13039 |
A demonstration MCP server project showcasing both local and remote server setu…
|
C 59 5⁄5 | ||||||||
| 13040 |
QMT-MCP 模块化量化交易助手
|
C 59 5⁄4 | ||||||||
| 13041 |
AI-powered insurance denial appeals. Win probabilities, payer intelligence & re…
|
C 59 5⁄5 | ||||||||
| 13042 |
A Model Context Protocol (MCP) Server that provides unified access to multiple …
|
C 59 5⁄5 | ||||||||
| 13043 |
Persistent semantic memory for AI agents with knowledge graphs and Intelligence…
|
C 59 6⁄4 | ||||||||
| 13044 |
A Model Control Protocol implementation for SAMtools, providing a standardized …
|
C 59 5⁄5 | ||||||||
| 13045 |
Provides a project memory bank and RAG context provider for enhanced code under…
|
C 59 5⁄4 | ||||||||
| 13046 |
Smithery FastMCP Example
Claim
Demonstrate how to quickly implement an MCP server with minimal setup. Enable s…
|
C 59 5⁄4 | ||||||||
| 13047 |
Enables AI models like Claude to easily access and utilize subtitle data from Y…
|
C 59 5⁄5 | ||||||||
| 13048 |
Enables web search capabilities through the Tavily API. Allows users to search …
|
C 59 5⁄5 | ||||||||
| 13049 |
Post-tx outcome verification via LLM-as-judge. Zero Core Verify.
|
C 59 5⁄4 | ||||||||
| 13050 |
Enables Claude Desktop to search private documents using Azure AI Search and pe…
|
C 59 5⁄5 | ||||||||