MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11851 |
An MCP server that enables single-cell RNA sequencing analysis through natural …
|
C 62 5⁄5 | ||||||||
| 11852 |
Enables interaction with openGauss databases through multiple transport methods…
|
C 62 5⁄5 | ||||||||
| 11853 |
A Model Context Protocol (MCP) server that provides access to Crunchbase data f…
|
C 62 6⁄6 | ||||||||
| 11854 |
Enables AI assistants to search for and retrieve images, illustrations, and vid…
|
C 62 5⁄5 | ||||||||
| 11855 |
swarmia-mcp
Claim
Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for qui…
|
C 62 6⁄6 | ||||||||
| 11856 |
MCP Stock Assistant
Claim
Provides real-time stock information for Chinese A-shares and US stocks using t…
|
C 62 5⁄5 | ||||||||
| 11857 |
An MCP server that delivers blockchain news and in-depth articles from BlockBea…
|
C 62 5⁄5 | ||||||||
| 11858 |
Converts JSON data and system prompts to and from TOON (Token-Oriented Object N…
|
C 62 5⁄5 | ||||||||
| 11859 |
A Model Context Protocol server that enables natural language interaction with …
|
C 62 5⁄5 | ||||||||
| 11860 |
Enables secure filesystem operations with directory sandboxing and optional rea…
|
C 62 5⁄4 | ||||||||
| 11861 |
An MCP server optimized for Chinese users that enables AI models to perform Bin…
|
C 62 5⁄5 | ||||||||
| 11862 |
Rini MCP Server
Claim
A collection of custom MCP servers providing various AI-powered capabilities in…
|
C 62 5⁄4 | ||||||||
| 11863 |
Allows AI assistants to access prompts from promptz.dev API without copy-pastin…
|
C 62 6⁄6 | ||||||||
| 11864 |
BookStack MCP Server
Claim
Enables AI assistants to manage BookStack documentation through natural languag…
|
C 62 5⁄5 | ||||||||
| 11865 |
Enables AI assistants to interact with Supabase databases through standardized …
|
C 62 5⁄5 | ||||||||
| 11866 |
Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manag…
|
C 62 5⁄5 | ||||||||
| 11867 |
An MCP server that connects Claude.ai to a Notion-based marketing knowledge bas…
|
C 62 5⁄5 | ||||||||
| 11868 |
A server implementation that enables interaction with Figma API through Model C…
|
C 62 5⁄5 | ||||||||
| 11869 |
Enables management of your home bar inventory and cocktail discovery through Ba…
|
C 62 6⁄6 | ||||||||
| 11870 |
A lightweight Python interface that exposes TigerGraph database operations as s…
|
C 62 5⁄5 | ||||||||
| 11871 |
Enables users to query U.S. labor statistics, including employment, CPI, and wa…
|
C 62 5⁄5 | ||||||||
| 11872 |
Provides a suite of business tools for interacting with a SQLite sales database…
|
C 62 5⁄4 | ||||||||
| 11873 |
Enables AI systems to reason through emergent thinking by breaking queries into…
|
C 62 5⁄4 | ||||||||
| 11874 |
Encrypted mail, shared memory, and persistent context for AI agents.
|
C 62 5⁄5 | ||||||||
| 11875 |
MCP server for Helm package manager
|
C 62 6⁄6 | ||||||||
| 11876 |
An educational implementation of a Model Context Protocol server that demonstra…
|
C 62 5⁄4 | ||||||||
| 11877 |
Enables centralized management and unified interface for multiple child MCP ser…
|
C 62 5⁄5 | ||||||||
| 11878 |
MCP Databases Server
Claim
Enables LLMs and agents to interact with relational databases (SQL Server, MySQ…
|
C 62 5⁄5 | ||||||||
| 11879 |
Enables users to retrieve Pokémon statistics, sprite images, and complete infor…
|
C 62 5⁄5 | ||||||||
| 11880 |
Georgian legislation via MCP — full-text search across statutes and provisions
|
C 62 6⁄4 | ||||||||
| 11881 |
Kael MCP Server
Claim
16 AI-native tools with dual SSE + streamable-http transport. Free tier availab…
|
C 62 6⁄6 | ||||||||
| 11882 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 62 5⁄5 | ||||||||
| 11883 |
Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle …
|
C 62 5⁄4 | ||||||||
| 11884 |
FreshRSS MCP Server
Claim
Enables interaction with FreshRSS RSS feed readers through the Google Reader co…
|
C 62 5⁄5 | ||||||||
| 11885 |
A Model Context Protocol server that allows AI assistants to search for and ret…
|
C 62 6⁄6 | ||||||||
| 11886 |
Telegram MCP Server
Claim
Enables searching and filtering Telegram group messages with advanced options f…
|
C 62 5⁄5 | ||||||||
| 11887 |
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
|
C 62 5⁄5 | ||||||||
| 11888 |
A Model Context Protocol server that integrates with Azure DevOps, enabling use…
|
C 62 5⁄4 | ||||||||
| 11889 |
Penpot MCP server
|
C 62 5⁄5 | ||||||||
| 11890 |
A Model Context Protocol server implementation that enables real-time data comm…
|
C 62 5⁄4 | ||||||||
| 11891 |
MCP server for Cyberbro IOC extraction, enrichment and reputation analysis.
|
C 62 5⁄5 | ||||||||
| 11892 |
AdminMCP
Claim
Provides LLMs with administrative capabilities to execute shell commands on loc…
|
C 62 5⁄4 | ||||||||
| 11893 |
MCP Sampling Demo
Claim
Demonstrates how to implement sampling in MCP servers, allowing tools to reques…
|
C 62 5⁄4 | ||||||||
| 11894 |
A Model Context Protocol server that enables AI assistants to interact with Mic…
|
C 62 5⁄4 | ||||||||
| 11895 |
This server enables LLMs to use calculator for precise numerical calculations
|
C 62 5⁄4 | ||||||||
| 11896 |
Enables access to Korean public data services through OpenAPI integration. Supp…
|
C 62 5⁄4 | ||||||||
| 11897 |
Automates Grammarly's web interface to check AI detection and plagiarism scores…
|
C 62 6⁄6 | ||||||||
| 11898 |
Enables detection and analysis of pre-public product launches through web searc…
|
C 62 6⁄6 | ||||||||
| 11899 |
A Model Context Protocol server for coordinating multiple parallel agents worki…
|
C 62 5⁄4 | ||||||||
| 11900 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 62 5⁄5 | ||||||||