MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13301 |
An MCP server for interacting with Saptiva AI's suite of models, offering capab…
|
C 58 6⁄6 | ||||||||
| 13302 |
A Model Context Protocol server that enables interaction with WhatsApp through …
|
C 58 5⁄5 | ||||||||
| 13303 |
Enables searching and retrieving detailed information from PubMed articles usin…
|
C 58 5⁄5 | ||||||||
| 13304 |
A MCP server that provides real-time weather information for any city through a…
|
C 58 5⁄5 | ||||||||
| 13305 |
MCP server for Apple Store Connect API integration with OAuth authentication su…
|
C 58 6⁄4 | ||||||||
| 13306 |
Provides a programmatic interface to the Genome Aggregation Database (gnomAD) A…
|
C 58 5⁄5 | ||||||||
| 13307 |
Enables interaction with ServiceNow CMDB tables through a Model Context Protoco…
|
C 58 5⁄4 | ||||||||
| 13308 |
SEO, content generation, PPC, keyword research, site auditing, authority buildi…
|
C 58 6⁄4 | ||||||||
| 13309 |
A Model Context Protocol server that enables language models to interact with S…
|
C 58 5⁄5 | ||||||||
| 13310 |
Enables AI assistants to search academic literature and retrieve detailed metad…
|
C 58 5⁄5 | ||||||||
| 13311 |
An educational example demonstrating how to build MCP servers in Python using F…
|
C 58 5⁄4 | ||||||||
| 13312 |
Provides access to Ant Design component library documentation and information f…
|
C 58 6⁄6 | ||||||||
| 13313 |
A database query service that enables users to search and retrieve data from Po…
|
C 58 5⁄5 | ||||||||
| 13314 |
Enables AI assistants to interact with Gitea repositories through intelligent t…
|
C 58 6⁄6 | ||||||||
| 13315 |
Enables AI agents to record and rank learnings, facts, and methods through a co…
|
C 58 5⁄5 | ||||||||
| 13316 |
A modular MCP server that provides tools for looking up country and state infor…
|
C 58 5⁄4 | ||||||||
| 13317 |
An MCP server that enables AI assistants to access up-to-date documentation for…
|
C 58 5⁄5 | ||||||||
| 13318 |
Enables web scraping, crawling, and content extraction through Crawl4AI Docker …
|
C 58 5⁄5 | ||||||||
| 13319 |
MCP MCPO Demo Server
Claim
A demonstration MCP server that provides basic utility tools including hello wo…
|
C 58 5⁄5 | ||||||||
| 13320 |
Enables interaction with Bilibili (哔哩哔哩) through its API, supporting video sear…
|
C 58 5⁄5 | ||||||||
| 13321 |
Enables AI assistants to fetch and analyze transcripts from YouTube videos usin…
|
C 58 5⁄5 | ||||||||
| 13322 |
A Model Context Protocol server that integrates with VOICEVOX engine to provide…
|
C 58 5⁄4 | ||||||||
| 13323 |
An MCP server that enables AI assistants to manage restic backups, including li…
|
C 58 5⁄4 | ||||||||
| 13324 |
A Model Context Protocol server that allows AI assistants like Claude to direct…
|
C 58 5⁄4 | ||||||||
| 13325 |
RLHF feedback loop for AI agents. Capture feedback, block mistakes, export DPO …
|
C 58 6⁄4 | ||||||||
| 13326 |
Handles SQL query execution for a natural language interface to SQLite database…
|
C 58 5⁄4 | ||||||||
| 13327 |
the-academy
Claim
A Socratic dialogue engine for AI agents.
|
C 58 6⁄4 | ||||||||
| 13328 |
Provides tools for interacting with Jupyter notebooks, allowing users to read, …
|
C 58 5⁄4 | ||||||||
| 13329 |
Converts addresses to GPS coordinates and creates map visualizations using the …
|
C 58 5⁄5 | ||||||||
| 13330 |
Taskmaster MCP Server
Claim
Provides AI agents with simplified task management through a 4-step workflow (c…
|
C 58 5⁄5 | ||||||||
| 13331 |
Enables AI assistants to manage employee data through a REST API with full CRUD…
|
C 58 5⁄4 | ||||||||
| 13332 |
Enables AI assistants to manage Anki flashcard decks and cards through natural …
|
C 58 6⁄6 | ||||||||
| 13333 |
A minimal, well-structured starter template for building Model Context Protocol…
|
C 58 5⁄4 | ||||||||
| 13334 |
"mcp\_scholar" is a Python-based tool for searching and analyzing Google Schola…
|
C 58 5⁄4 | ||||||||
| 13335 |
A simple Model Context Protocol (MCP) server that provides basic calculation fu…
|
C 58 5⁄5 | ||||||||
| 13336 |
MCP Server For Garak LLM Vulnerability Scanner
https://github.com/EdenYavin/Gar…
|
C 58 5⁄5 | ||||||||
| 13337 |
A testing environment for MCP server setup and client-server interactions, allo…
|
C 58 5⁄4 | ||||||||
| 13338 |
A MCP server that allows searching for files in the filesystem based on path fr…
|
C 58 5⁄4 | ||||||||
| 13339 |
A Model Context Protocol server that provides Claude with access to search, ret…
|
C 58 5⁄4 | ||||||||
| 13340 |
An MCP server that integrates with the Zerodha KiteConnect API to facilitate pr…
|
C 58 5⁄5 | ||||||||
| 13341 |
Discover anime and manga titles through keyword searches to find your next favo…
|
C 58 6⁄6 | ||||||||
| 13342 |
An MCP server for MAX Messenger (Russia's national messenger by VK) that enable…
|
C 58 5⁄4 | ||||||||
| 13343 |
An MCP server designed for managing One-By-One (OBO) review sessions through sp…
|
C 58 5⁄4 | ||||||||
| 13344 |
Gravity Global Figma MCP
Claim
A tool that integrates Figma with Cursor through the Model Context Protocol, al…
|
C 58 5⁄5 | ||||||||
| 13345 |
An MCP server that integrates various penetration testing tools, enabling secur…
|
C 58 5⁄4 | ||||||||
| 13346 |
Enables interaction with the kickflow workflow management API through MCP, supp…
|
C 58 6⁄6 | ||||||||
| 13347 |
Enables AI models to generate interactive, clickable code walkthrough diagrams …
|
C 58 6⁄6 | ||||||||
| 13348 |
Canon Camera MCP
Claim
A minimal server for controlling Canon cameras remotely via the Canon Camera Co…
|
C 58 5⁄4 | ||||||||
| 13349 |
Enables work item management in DevOps Plan systems, allowing users to create, …
|
C 58 6⁄6 | ||||||||
| 13350 |
A Model Context Protocol server that provides a variety of jokes and humorous c…
|
C 58 5⁄5 | ||||||||