MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 3 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9851 |
secops-mcp
Claim
All-in-one security testing toolbox that brings together popular open source to…
|
C 66 5⁄4 | ||||||||
| 9852 |
Enables interaction with MongoDB databases through MCP, supporting database que…
|
C 66 5⁄4 | ||||||||
| 9853 |
Provides a Model Context Protocol interface for accessing Linear's issue tracki…
|
C 66 6⁄6 | ||||||||
| 9854 |
mcp-toolkittest
|
C 66 5⁄5 | ||||||||
| 9855 |
Enables web searching through Google, DuckDuckGo, and Bing using a headless Chr…
|
C 66 5⁄4 | ||||||||
| 9856 |
Marcus Local MCP Server
Claim
Enables AI assistants to semantically search through indexed documentation webs…
|
C 66 5⁄4 | ||||||||
| 9857 |
Provides read-only access to PostgreSQL databases, enabling users to list table…
|
C 66 5⁄5 | ||||||||
| 9858 |
Internet speed testing with network performance metrics including download/uplo…
|
C 66 5⁄5 | ||||||||
| 9859 |
Python based with all 29 tools that's available to developers from National Par…
|
C 66 5⁄4 | ||||||||
| 9860 |
Enables AI-driven PDF document processing including PDF to Markdown conversion,…
|
C 66 5⁄4 | ||||||||
| 9861 |
An MCP server that enables natural language search capabilities for Spryker pac…
|
C 66 5⁄5 | ||||||||
| 9862 |
MCP API Server
Claim
A modular MCP server that connects to external APIs, providing tools for weathe…
|
C 66 5⁄5 | ||||||||
| 9863 |
Enables AI assistants to manage MinIO object storage through comprehensive buck…
|
C 66 5⁄5 | ||||||||
| 9864 |
Enables wing simulation and aerodynamic analysis for pterosaur-inspired flight …
|
C 66 5⁄5 | ||||||||
| 9865 |
Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image …
|
C 66 5⁄5 | ||||||||
| 9866 |
rod-mcp
Claim
Rod-MCP provides browser automation capabilities for your applications by using…
|
C 66 5⁄4 | ||||||||
| 9867 |
Enables persistent memory for AI systems by providing tools for episodic, seman…
|
C 66 5⁄5 | ||||||||
| 9868 |
MCP server providing 50+ tools for MITRE ATT&CK techniques, groups, and mitigat…
|
C 66 5⁄4 | ||||||||
| 9869 |
Heptabase MCP
Claim
A Model Context Protocol service that allows AI assistants to search, retrieve,…
|
C 66 5⁄5 | ||||||||
| 9870 |
Enables creating, analyzing, and managing PowerPoint presentations using pure N…
|
C 66 5⁄5 | ||||||||
| 9871 |
Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics
|
C 66 5⁄4 | ||||||||
| 9872 |
Official DeepSeek MCP server for chat, completion, model listing, and balance e…
|
C 66 6⁄4 | ||||||||
| 9873 |
MCP server for Mendeley reference manager. Search your library, browse folders,…
|
C 66 5⁄5 | ||||||||
| 9874 |
Share code context with LLMs via MCP or clipboard
|
C 66 5⁄4 | ||||||||
| 9875 |
Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly…
|
C 66 6⁄6 | ||||||||
| 9876 |
Enables interaction with multiple Shopify stores simultaneously through the Sto…
|
C 66 5⁄5 | ||||||||
| 9877 |
Enables bidirectional voice interaction for Claude Code using local speech-to-t…
|
C 66 5⁄4 | ||||||||
| 9878 |
A boilerplate project for quickly developing MCP servers using TypeScript, feat…
|
C 66 5⁄4 | ||||||||
| 9879 |
Enables efficient AI agent operations through sandboxed Python code execution w…
|
C 66 5⁄4 | ||||||||
| 9880 |
MCP server for AI agents to detect flash loan arbitrage opportunities across DE…
|
C 66 5⁄5 | ||||||||
| 9881 |
Easily understand your authorization by querying the OSO Cloud API using natura…
|
C 66 5⁄4 | ||||||||
| 9882 |
A server that allows interfacing with the Chinese social media platform Xiaohon…
|
C 66 5⁄4 | ||||||||
| 9883 |
Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red …
|
C 66 6⁄6 | ||||||||
| 9884 |
ChatGPT-like AI that runs 100% locally on your hardware. No subscriptions, no c…
|
C 66 5⁄4 | ||||||||
| 9885 |
Enables agents to convert text to speech using OpenAI's TTS models with voice s…
|
C 66 5⁄4 | ||||||||
| 9886 |
Weather MCP Server
Claim
Provides weather forecast and alert data for US locations through the National …
|
C 66 5⁄5 | ||||||||
| 9887 |
An MCP server for reading, editing, and creating Hangul Word Processor (.hwpx) …
|
C 66 5⁄4 | ||||||||
| 9888 |
MCP server for Luma Dream Machine AI video generation
|
C 66 5⁄5 | ||||||||
| 9889 |
Analyzes runtime data objects to suggest optimal UI component instructions for …
|
C 66 5⁄4 | ||||||||
| 9890 |
MCP server that allows searching and retrieving book information from Aladin's …
|
C 66 5⁄5 | ||||||||
| 9891 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 66 5⁄5 | ||||||||
| 9892 |
An MCP server that allows users to interact with their browser through natural …
|
C 66 5⁄4 | ||||||||
| 9893 |
Provides weather forecast data for locations in China using the HeFeng Weather …
|
C 66 5⁄5 | ||||||||
| 9894 |
An MCP server that allows LLMs to create structured Xmind mind maps with hierar…
|
C 66 5⁄5 | ||||||||
| 9895 |
Enables users to perform Redis database operations using the Model Context Prot…
|
C 66 5⁄5 | ||||||||
| 9896 |
Official Substack MCP Server
|
C 66 5⁄5 | ||||||||
| 9897 |
A Model Context Protocol server that provides accurate network time services fo…
|
C 66 5⁄4 | ||||||||
| 9898 |
Enables AI assistants to interact with SIEMENS PLC S7-1500/1200 controllers thr…
|
C 66 5⁄5 | ||||||||
| 9899 |
A Model Context Protocol (MCP) server that provides AI agents with comprehensiv…
|
C 66 6⁄4 | ||||||||
| 9900 |
An MCP server for organizing research papers, books, and digital sources by tra…
|
C 66 5⁄4 | ||||||||