MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14051 |
Provides a RESTful API to query laboratory inventory data from MongoDB, includi…
|
C 55 5⁄5 | ||||||||
| 14052 |
Enables AI assistants to access Plaud Note recordings, providing direct access …
|
C 55 5⁄4 | ||||||||
| 14053 |
Enables searching for ICE detainee locations using AI-powered natural language …
|
C 55 6⁄4 | ||||||||
| 14054 |
An MCP server that integrates AI retrievals with NASA's Common Metadata Reposit…
|
C 55 5⁄4 | ||||||||
| 14055 |
DynamoDB Scanner
Claim
A FastMCP-based tool that allows users to scan and filter AWS DynamoDB tables t…
|
C 55 5⁄5 | ||||||||
| 14056 |
Analyzes source code dependencies across multiple programming languages in the …
|
C 55 5⁄4 | ||||||||
| 14057 |
MPC Docs Server
Claim
A simple Model Context Protocol server that enables searching and retrieving re…
|
C 55 5⁄5 | ||||||||
| 14058 |
criterion
Claim
Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Isla…
|
C 55 6⁄6 | ||||||||
| 14059 |
A Model Context Protocol server built with FastMCP that enables dynamic tool lo…
|
C 55 5⁄5 | ||||||||
| 14060 |
MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Fer…
|
C 55 5⁄4 | ||||||||
| 14061 |
SuricataMCP
Claim
SuricataMCP is a Model Context Protocol Server that allows MCP clients to auton…
|
C 55 5⁄4 | ||||||||
| 14062 |
mood-booster-agent
Claim
ERC-8004 registered AI Agent that delivers uplifting messages via MCP (SSE tran…
|
C 55 6⁄6 | ||||||||
| 14063 |
An MCP server that enables secure, PCI-compliant payment processing during voic…
|
C 55 6⁄6 | ||||||||
| 14064 |
Enables LLM agents to interact with Twitter (X) for searching tweets, posting c…
|
C 55 5⁄5 | ||||||||
| 14065 |
A FastMCP tool that enables control of Spotify through natural language command…
|
C 55 5⁄5 | ||||||||
| 14066 |
Enables interaction with Google Docs through a FastMCP server, allowing users t…
|
C 55 5⁄5 | ||||||||
| 14067 |
An MCP server that exposes GABI functionality, allowing users to run queries ag…
|
C 55 5⁄5 | ||||||||
| 14068 |
Discover festivals worldwide by location, date, and genre. Compare options with…
|
C 55 5⁄4 | ||||||||
| 14069 |
Enables AI assistants to interact with PostgreSQL and Supabase databases throug…
|
C 55 6⁄6 | ||||||||
| 14070 |
Yahoo Finance integration to fetch stock market data including options recommen…
|
C 55 6⁄6 | ||||||||
| 14071 |
Monitors and analyzes mobile application performance data to detect severe issu…
|
C 55 5⁄5 | ||||||||
| 14072 |
Integrates with Things 3 task management app on macOS via URL schemes, enabling…
|
C 55 6⁄4 | ||||||||
| 14073 |
A Model Control Protocol (MCP) server that provides cryptocurrency trading inte…
|
C 55 5⁄5 | ||||||||
| 14074 |
A Model Context Protocol server that enables Claude to interact with Google's G…
|
C 55 5⁄5 | ||||||||
| 14075 |
Execute PowerShell commands securely with controlled timeouts and input validat…
|
C 55 6⁄6 | ||||||||
| 14076 |
Converts OpenAPI specifications into MCP services with HTTP header passthrough …
|
C 55 5⁄5 | ||||||||
| 14077 |
feather_wand_agent
Claim
Feather Wand Agent is a comprehensive AI-powered toolkit for performance testin…
|
C 55 6⁄4 | ||||||||
| 14078 |
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
|
C 55 6⁄6 | ||||||||
| 14079 |
Provides comprehensive Korean stock market analysis using investment strategies…
|
C 55 6⁄6 | ||||||||
| 14080 |
An MCP server that provides natural language interaction with Apache AGE graph …
|
C 55 6⁄6 | ||||||||
| 14081 |
Connects external APIs like Open-Meteo and AgroMonitoring to your development e…
|
C 55 5⁄5 | ||||||||
| 14082 |
Enables AI assistants to manage WordPress sites through natural conversation, s…
|
C 55 6⁄6 | ||||||||
| 14083 |
Enables AI clients to interact with Letta.ai's stateful agents via cloud deploy…
|
D 54 6⁄6 | ||||||||
| 14084 |
Enables image captioning and analysis through natural language by processing im…
|
D 54 5⁄5 | ||||||||
| 14085 |
Search, integrate and monetize MCP connectors on the AgentHotspot MCP marketpla…
|
D 54 6⁄6 | ||||||||
| 14086 |
MCP server for 3D AI Studio — generate 3D models from text or images using Huny…
|
D 54 6⁄6 | ||||||||
| 14087 |
An MCP server that enables language models to fetch protein information from th…
|
D 54 5⁄5 | ||||||||
| 14088 |
A comprehensive AI-powered fitness tracking application that enables AI tools t…
|
D 54 6⁄6 | ||||||||
| 14089 |
|
D 54 5⁄5 | ||||||||
| 14090 |
An MCP server that provides an interface to the Copper CRM API for managing con…
|
D 54 5⁄5 | ||||||||
| 14091 |
An MCP server that parses GameMaker Studio 2 projects, providing developers and…
|
D 54 5⁄4 | ||||||||
| 14092 |
Enables searching the TR Dizin (Turkish Academic Index) database for publicatio…
|
D 54 5⁄5 | ||||||||
| 14093 |
Get the current time anywhere and access concise timezone information. Set your…
|
D 54 6⁄6 | ||||||||
| 14094 |
A standardized foundation for building Model Context Protocol servers that inte…
|
D 54 5⁄4 | ||||||||
| 14095 |
Provides programmatic access to comprehensive football statistics and live matc…
|
D 54 6⁄6 | ||||||||
| 14096 |
Enables AI to directly control SEGGER J-Link embedded debug probes via the Mode…
|
D 54 5⁄4 | ||||||||
| 14097 |
MCP server for planning routes (hiking, biking, driving, etc.) using the OpenRo…
|
D 54 6⁄4 | ||||||||
| 14098 |
MCP server for AI access to Swagger by SmartBear.
|
D 54 6⁄4 | ||||||||
| 14099 |
LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic que…
|
D 54 5⁄4 | ||||||||
| 14100 |
A Model Context Protocol server implementation that can be run directly or thro…
|
D 54 5⁄4 | ||||||||