MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13901 |
Memori MCP server — persistent AI memory with recall and augmentation tools
|
C 56 5⁄5 | ||||||||
| 13902 |
A fully functional constellation MCP (Model Context Protocol) service, providin…
|
C 56 6⁄4 | ||||||||
| 13903 |
Enables Claude AI to extract transcripts from YouTube videos with zero setup re…
|
C 56 6⁄6 | ||||||||
| 13904 |
ArXiv Research Assistant
Claim
Enables researchers to search ArXiv papers, extract key insights (problems, met…
|
C 56 5⁄5 | ||||||||
| 13905 |
Agent-first prediction markets on Base. Trade, quote, create markets via MCP.
|
C 56 5⁄5 | ||||||||
| 13906 |
Enables AI-powered academic research workflow from keyword search to hypothesis…
|
C 56 5⁄5 | ||||||||
| 13907 |
A Model Context Protocol server that provides LLMs with full read-write access …
|
C 56 5⁄5 | ||||||||
| 13908 |
Enables comprehensive YouTube data access including video details, playlists, c…
|
C 56 5⁄5 | ||||||||
| 13909 |
Enables searching and retrieving detailed flight information using the Duffel A…
|
C 56 6⁄6 | ||||||||
| 13910 |
Mock Store MCP Server
Claim
Enables AI agents to explore and query a mock e-commerce store's data including…
|
C 56 5⁄5 | ||||||||
| 13911 |
Access Korea’s G2B procurement and Nara Market data for bid notices, awards, co…
|
C 56 6⁄6 | ||||||||
| 13912 |
An example Model Context Protocol (MCP) server that provides basic mathematical…
|
C 56 5⁄4 | ||||||||
| 13913 |
A beginner-friendly collection of MCP server implementations demonstrating calc…
|
C 56 5⁄5 | ||||||||
| 13914 |
A model context protocol server that provides Berlin administrative service dat…
|
C 56 6⁄4 | ||||||||
| 13915 |
A Model Context Protocol server that provides specialized prompt suggestions fo…
|
C 56 5⁄5 | ||||||||
| 13916 |
An MCP server that enables interaction with Kubernetes resources through natura…
|
C 56 5⁄4 | ||||||||
| 13917 |
Enables creating Google Calendar meeting invites with automated authentication …
|
C 56 5⁄5 | ||||||||
| 13918 |
Enables LLM agents to interact with Twitter (X) for searching tweets, posting c…
|
C 55 5⁄5 | ||||||||
| 13919 |
A server based on the MCP framework that provides remote server management capa…
|
C 55 5⁄5 | ||||||||
| 13920 |
Integrates with Things 3 task management app on macOS via URL schemes, enabling…
|
C 55 6⁄4 | ||||||||
| 13921 |
An MCP server that integrates CST Studio Suite with the Model Context Protocol …
|
C 55 5⁄4 | ||||||||
| 13922 |
Send personalized greetings with optional pirate flair. Compose friendly saluta…
|
C 55 6⁄6 | ||||||||
| 13923 |
MCP server for managing Git operations on local repositories, allowing users to…
|
C 55 5⁄4 | ||||||||
| 13924 |
MCP Server
Claim
A modular server based on Model Context Protocol (MCP) that provides weather qu…
|
C 55 5⁄5 | ||||||||
| 13925 |
Monitors and analyzes mobile application performance data to detect severe issu…
|
C 55 5⁄5 | ||||||||
| 13926 |
Provides a RESTful API to query laboratory inventory data from MongoDB, includi…
|
C 55 5⁄5 | ||||||||
| 13927 |
A Model Control Protocol (MCP) server that provides cryptocurrency trading inte…
|
C 55 5⁄5 | ||||||||
| 13928 |
Stores important facts, decisions, and patterns for persistent access across di…
|
C 55 6⁄6 | ||||||||
| 13929 |
Video RAG MCP Server
Claim
Enables natural language search and interaction with video content through thre…
|
C 55 5⁄5 | ||||||||
| 13930 |
Data Engineer Agent
Claim
Enables AI agents to interact with a retail cars database using SQL queries. Su…
|
C 55 5⁄4 | ||||||||
| 13931 |
MCP server for generating professional ATS-friendly CVs as PDF/DOCX from AI con…
|
C 55 6⁄4 | ||||||||
| 13932 |
Scans Base L2 smart contracts for security risks. Risk score 0-100, detects bac…
|
C 55 5⁄4 | ||||||||
| 13933 |
Enables AI assistants to interact with PostgreSQL and Supabase databases throug…
|
C 55 6⁄6 | ||||||||
| 13934 |
A Model Context Protocol server that enables AI models to interact with VoIPBin…
|
C 55 5⁄5 | ||||||||
| 13935 |
The JSON to Excel MCP provides a standardized interface for converting (1)JSON …
|
C 55 6⁄6 | ||||||||
| 13936 |
A server application that enables large language models to execute stock tradin…
|
C 55 5⁄4 | ||||||||
| 13937 |
Enables the management of document requests through the DocDocDoc API, allowing…
|
C 55 6⁄6 | ||||||||
| 13938 |
SuricataMCP
Claim
SuricataMCP is a Model Context Protocol Server that allows MCP clients to auton…
|
C 55 5⁄4 | ||||||||
| 13939 |
Analyzes source code dependencies across multiple programming languages in the …
|
C 55 5⁄4 | ||||||||
| 13940 |
Provides access to the Nager.Date API through the Model Context Protocol, enabl…
|
C 55 5⁄5 | ||||||||
| 13941 |
A control server that enables AI assistants to interact with Ecovacs robot vacu…
|
C 55 6⁄6 | ||||||||
| 13942 |
A Python-based MCP server that allows users to create, read, and manage digital…
|
C 55 5⁄4 | ||||||||
| 13943 |
quip-mcp
Claim
A Model Context Protocol (MCP) server providing AI assistants with comprehensiv…
|
C 55 6⁄6 | ||||||||
| 13944 |
Enables searching for ICE detainee locations using AI-powered natural language …
|
C 55 6⁄4 | ||||||||
| 13945 |
Enables image generation and multi-turn editing sessions using the Gemini API w…
|
C 55 5⁄5 | ||||||||
| 13946 |
An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) st…
|
C 55 5⁄4 | ||||||||
| 13947 |
Enables water and wastewater treatment system design by accessing Plutocalc Des…
|
C 55 6⁄6 | ||||||||
| 13948 |
criterion
Claim
Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Isla…
|
C 55 6⁄6 | ||||||||
| 13949 |
Enables interaction with Chess.com's public API to retrieve player profiles and…
|
C 55 5⁄5 | ||||||||
| 13950 |
An MCP server that enables Claude Desktop to interact with Sanity.io content, p…
|
C 55 5⁄5 | ||||||||