MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9751 |
MCP server for detecting, monitoring, and analyzing potential wildfires globall…
|
C 66 5⁄5 | ||||||||
| 9752 |
MCP Dockerized Server
Claim
A minimal, containerized MCP server that exposes a Streamable HTTP transport wi…
|
C 66 5⁄5 | ||||||||
| 9753 |
A minimal Node.js Model Context Protocol server that exposes two simple tools (…
|
C 66 5⁄5 | ||||||||
| 9754 |
An implementation that integrates with Odoo ERP systems, enabling AI assistants…
|
C 66 5⁄5 | ||||||||
| 9755 |
This MCP server provides connection to Starrocks allows you to explore this que…
|
C 66 5⁄5 | ||||||||
| 9756 |
connects QGIS Desktop to Claude AI through the MCP. This integration enables pr…
|
C 66 5⁄4 | ||||||||
| 9757 |
MCP that can proxy any GraphQL API and expose graphql operations as mcp tools.
|
C 66 6⁄4 | ||||||||
| 9758 |
ionis-mcp
Claim
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correl…
|
C 66 5⁄4 | ||||||||
| 9759 |
PDF to Markdown conversion tool
|
C 66 5⁄4 | ||||||||
| 9760 |
Deterministic pre-execution safety certification for autonomous AI agents.
|
C 66 5⁄4 | ||||||||
| 9761 |
A starter kit for quickly building Model Context Protocol (MCP) servers using t…
|
C 66 5⁄4 | ||||||||
| 9762 |
An experimental MCP server that makes YouTube playlist transcripts available fo…
|
C 66 5⁄4 | ||||||||
| 9763 |
Easily understand your authorization by querying the OSO Cloud API using natura…
|
C 66 5⁄4 | ||||||||
| 9764 |
Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image …
|
C 66 5⁄5 | ||||||||
| 9765 |
Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools
|
C 66 5⁄4 | ||||||||
| 9766 |
MCP server for AI agents to detect flash loan arbitrage opportunities across DE…
|
C 66 5⁄5 | ||||||||
| 9767 |
Integrates with the Nextcloud Cookbook app API to enable AI assistants to manag…
|
C 66 5⁄5 | ||||||||
| 9768 |
A Model Context Protocol server that provides Claude with access to AI-powered …
|
C 66 5⁄5 | ||||||||
| 9769 |
A custom Model Context Protocol server that gives Claude Desktop and other LLMs…
|
C 66 5⁄4 | ||||||||
| 9770 |
A server that enables web searches using different providers (currently Bing) a…
|
C 66 5⁄5 | ||||||||
| 9771 |
Provides access to 5,000+ Key Performance Indicators across 264 operating areas…
|
C 66 6⁄6 | ||||||||
| 9772 |
This server enables running a Model Context Protocol in a web browser with func…
|
C 66 5⁄5 | ||||||||
| 9773 |
Pacuare MCP Server
Claim
Enables executing SQL queries against the Pacuare database with secure API toke…
|
C 66 5⁄5 | ||||||||
| 9774 |
An MCP server that helps users track and manage fork parity with upstream repos…
|
C 66 5⁄5 | ||||||||
| 9775 |
A Model Context Protocol server that enables natural language weather queries f…
|
C 66 5⁄4 | ||||||||
| 9776 |
A modular Python framework implementing the Model Context Protocol (MCP). It fe…
|
C 66 5⁄4 | ||||||||
| 9777 |
tenkai-mcp
Claim
Search Tenkai Daily AI news for open-source releases, papers, and tools. Update…
|
C 66 5⁄4 | ||||||||
| 9778 |
Enables Gemini AI to interact with a FastAPI application through MCP tools for …
|
C 66 5⁄4 | ||||||||
| 9779 |
Model-tiered content pipeline — cheap models seed, expensive models verify
|
C 66 5⁄4 | ||||||||
| 9780 |
An MCP server designed for managing files and folders specifically on the Windo…
|
C 66 5⁄4 | ||||||||
| 9781 |
An MCP server that enables agents to perform bulk BNB and BEP20 token transfers…
|
C 66 5⁄5 | ||||||||
| 9782 |
Allows AI assistants like Claude to directly interact with and control DaVinci …
|
C 66 5⁄4 | ||||||||
| 9783 |
MCP server for DataHub data catalogs. Discover datasets, explore lineage, and a…
|
C 66 6⁄4 | ||||||||
| 9784 |
Enables interaction with Odoo ERP systems through XML-RPC, providing access to …
|
C 66 5⁄5 | ||||||||
| 9785 |
Enables loading and accessing LAML (YAML-based markup language) documents from …
|
C 66 5⁄5 | ||||||||
| 9786 |
BnF API Server
Claim
A Model-Client-Protocol server that enables users to search the Gallica digital…
|
C 66 5⁄5 | ||||||||
| 9787 |
Enables interactive calculator widget functionality within AI chat interfaces, …
|
C 66 5⁄5 | ||||||||
| 9788 |
A Model Context Protocol (MCP) server designed for learning and experimentation…
|
C 66 5⁄4 | ||||||||
| 9789 |
Enables querying relationships between plant species, small molecules, and mito…
|
C 66 5⁄5 | ||||||||
| 9790 |
An MCP server for Microsoft SQL Server that enables executing read-only queries…
|
C 66 5⁄5 | ||||||||
| 9791 |
Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics
|
C 66 5⁄4 | ||||||||
| 9792 |
MCP server for 1C REST API -- catalogs, documents. Basic Auth, configurable bas…
|
C 66 4⁄4 | ||||||||
| 9793 |
Provides access to WakaTime coding analytics data through MCP tools. Enables qu…
|
C 66 5⁄5 | ||||||||
| 9794 |
Enables interaction with Cloudera Machine Learning to manage projects, files, a…
|
C 66 5⁄5 | ||||||||
| 9795 |
Meteora DLMM MCP Server
Claim
A personal MCP server for managing Meteora decentralized liquidity market maker…
|
C 66 5⁄5 | ||||||||
| 9796 |
A Model Context Protocol server that provides accurate network time services fo…
|
C 66 5⁄4 | ||||||||
| 9797 |
EdgeOne Pages MCP Server
Claim
A self-hosted MCP server that enables AI assistants to deploy and manage static…
|
C 66 5⁄5 | ||||||||
| 9798 |
Provides access to official French legal databases (Légifrance and JudiLibre) f…
|
C 66 5⁄5 | ||||||||
| 9799 |
Provides access to real-time and historical snow conditions, weather data, and …
|
C 66 5⁄5 | ||||||||
| 9800 |
Provides access to the Nager.Date API through the Model Context Protocol, allow…
|
C 66 5⁄4 | ||||||||