MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 3 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3801 |
ByteDance Volcano Engine (Doubao) MCP server
|
B 75 5⁄4 | ||||||||
| 3802 |
Enables execution of SageMath mathematical computations through a local SageMat…
|
B 75 5⁄5 | ||||||||
| 3803 |
Enables AI assistants to automatically identify which machine they're working w…
|
B 75 5⁄4 | ||||||||
| 3804 |
Google Drive MCP Server
Claim
Enables Claude to manage Google Drive files and folders through natural languag…
|
B 75 5⁄5 | ||||||||
| 3805 |
Provides access to the Ensembl genomics REST API with 30+ tools for genomic dat…
|
B 75 5⁄5 | ||||||||
| 3806 |
Dynamically converts any REST API into MCP tools by registering web API configu…
|
B 75 5⁄5 | ||||||||
| 3807 |
Enables capturing screenshots from Android devices over WiFi for UI debugging a…
|
B 75 5⁄5 | ||||||||
| 3808 |
AI-powered architectural analysis server for software projects. Provides techno…
|
B 75 5⁄5 | ||||||||
| 3809 |
Comprehensive web research toolkit with 13 tools for searching (via SearXNG), c…
|
B 75 5⁄4 | ||||||||
| 3810 |
TerminusAI
Claim
Execute terminal commands locally or remotely via SSH with session persistence …
|
B 75 5⁄4 | ||||||||
| 3811 |
Generates customizable test/placeholder images as PNG files with specified dime…
|
B 75 5⁄4 | ||||||||
| 3812 |
Slack Explorer MCP
Claim
MCP server specialized in retrieving information from Slack messages and threads
|
B 75 5⁄4 | ||||||||
| 3813 |
MCP server that enables AI assistants to interact with Google Gemini CLI, lever…
|
B 75 5⁄5 | ||||||||
| 3814 |
Search and explore the Holy Qur'an with Arabic text, transliteration, and advan…
|
B 75 5⁄4 | ||||||||
| 3815 |
Automatically analyzes and optimizes AI prompts by calculating clarity scores, …
|
B 75 5⁄5 | ||||||||
| 3816 |
Models PLUS
Claim
Provides comprehensive AI model metadata through MCP, enabling search and filte…
|
B 75 5⁄5 | ||||||||
| 3817 |
Enables AI assistants to execute PromQL queries and discover metrics across mul…
|
B 75 5⁄5 | ||||||||
| 3818 |
protolint-mcp
Claim
protolint-mcp
|
B 75 5⁄5 | ||||||||
| 3819 |
Enables creation and querying of knowledge bases using Google's Gemini API File…
|
B 75 5⁄5 | ||||||||
| 3820 |
Build a robust server to enable AI agents to interact with various tools.
|
B 75 5⁄4 | ||||||||
| 3821 |
MCP server that integrates with inBox note-taking API, allowing users to create…
|
B 75 5⁄5 | ||||||||
| 3822 |
Enables automated timesheet management including creating entries, listing work…
|
B 75 5⁄5 | ||||||||
| 3823 |
Enables management of GitHub pull request review threads through natural langua…
|
B 75 5⁄5 | ||||||||
| 3824 |
mcp-kit
Claim
MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions for ready to…
|
B 75 5⁄4 | ||||||||
| 3825 |
Enables structured step-by-step reasoning with branching, revisions, and self-c…
|
B 75 5⁄4 | ||||||||
| 3826 |
Enables creating and managing Google Calendar events through OAuth 2.0 authenti…
|
B 75 5⁄5 | ||||||||
| 3827 |
Provides AI assistants with persistent, graph-based memory using Neo4j, enablin…
|
B 75 5⁄5 | ||||||||
| 3828 |
code-runner
Claim
Code Runner MCP Server which can run code in various programming languages.
|
B 75 5⁄5 | ||||||||
| 3829 |
Enables web search functionality through Perplexity AI's API with time-based fi…
|
B 75 5⁄5 | ||||||||
| 3830 |
Enables Claude to perform thorough code reviews by integrating with Codex and G…
|
B 75 5⁄5 | ||||||||
| 3831 |
Yet another CLI tool for testing MCP servers.
|
B 75 5⁄4 | ||||||||
| 3832 |
Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/…
|
B 75 5⁄5 | ||||||||
| 3833 |
Enables AI assistants to search for Quest Apartment Hotels across Australia by …
|
B 75 5⁄5 | ||||||||
| 3834 |
MCP server for cache.overflow - AI agents sharing knowledge with AI agents
|
B 75 5⁄5 | ||||||||
| 3835 |
Provides a Twitter-like timeline interface where AI agents can post thoughts an…
|
B 75 5⁄4 | ||||||||
| 3836 |
MCP server that builds itself by creating new tools as needed based on user req…
|
B 75 5⁄4 | ||||||||
| 3837 |
Associative memory via Hebbian learning. Connections strengthen through use, de…
|
B 75 5⁄4 | ||||||||
| 3838 |
Enables natural language queries and analysis of Japanese horse racing data fro…
|
B 75 5⁄5 | ||||||||
| 3839 |
MCP Glucose Server
Claim
Enables AI assistants to query glucose data from health storage APIs, providing…
|
B 75 5⁄5 | ||||||||
| 3840 |
Google Tasks MCP Server
Claim
Integrates with Google Tasks to enable searching, listing, creating, updating, …
|
B 75 5⁄5 | ||||||||
| 3841 |
Connects AI assistants to macOS Contacts app, allowing users to search, view, a…
|
B 75 5⁄5 | ||||||||
| 3842 |
Connects Teable no-code databases to LLMs, enabling AI agents to query records,…
|
B 75 5⁄5 | ||||||||
| 3843 |
MCP TypeScript Template
Claim
A TypeScript template for building remote Model Context Protocol (MCP) servers …
|
B 75 5⁄5 | ||||||||
| 3844 |
Generates and queries a graph representation of a codebase to identify entities…
|
B 75 5⁄4 | ||||||||
| 3845 |
Provides structured access to Nexon's MapleStory Open API, allowing users to qu…
|
B 75 5⁄5 | ||||||||
| 3846 |
Anti-detection browser automation with Camoufox - stealth Firefox for web scrap…
|
B 75 5⁄5 | ||||||||
| 3847 |
Converts any OpenAPI/REST API into MCP tools with dynamic server switching, var…
|
B 75 5⁄5 | ||||||||
| 3848 |
Provides Jira Cloud integration for AI agents, enabling them to search issues w…
|
B 75 5⁄5 | ||||||||
| 3849 |
Fetches Hacker News discussion threads and linked article content in LLM-optimi…
|
B 75 5⁄5 | ||||||||
| 3850 |
An MCP server implementation that enables users to search, download Freepik res…
|
B 75 5⁄5 | ||||||||