MCP Server Quality Scores
Independent quality analysis of 44526 public MCP servers
Last updated 1ย hour, 18ย minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1801 |
MCPlex-AI-v1.0
Claim
๐ ๐ผ๐ฑ๐ฒ๐น ๐๐ผ๐ป๐๐ฒ๐
๐ ๐ฃ๐ฟ๐ผ๐๐ผ๐ฐ๐ผ๐น (๐ ๐๐ฃ) ๐๐ฎ๐๐ฒ๐ฑ ๐๐๐ ๐๐ | ๐ง๐ผ๐ผ๐น ๐๐ป๐๐ฒ๐ด๐ฟ๐ฎ๐๐ถ๐ผ๐ป | ๐๐ฒ๐บ๐ถ๐ป๐ถ ๐ฎ.๐ฌ
|
B 79 5⁄4 | ||||||||
| 1802 |
Provides web search capabilities using Google Custom Search API, enabling usersโฆ
|
B 79 5⁄5 | ||||||||
| 1803 |
steam-reviews-mcp
Claim
Search Steam games, fetch user reviews, and analyze sentiment with topic drill-โฆ
|
B 79 5⁄5 | ||||||||
| 1804 |
Access real-time public transit information including bus arrivals, train serviโฆ
|
B 79 6⁄6 | ||||||||
| 1805 |
Timezone, dates, cron, timestamps for AI agents
|
B 79 4⁄4 | ||||||||
| 1806 |
Connects AI assistants like Claude to the Codex CLI for code analysis, editing,โฆ
|
B 79 5⁄4 | ||||||||
| 1807 |
Enables applying unified diff patches to files with comprehensive security valiโฆ
|
B 79 5⁄5 | ||||||||
| 1808 |
|
B 79 5⁄4 | ||||||||
| 1809 |
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memorโฆ
|
B 79 6⁄6 | ||||||||
| 1810 |
Enables LLMs to create and manage persistent, interactive shell sessions with fโฆ
|
B 79 5⁄4 | ||||||||
| 1811 |
Generates entertaining stories told entirely through emojis with adjustable chaโฆ
|
B 79 5⁄5 | ||||||||
| 1812 |
Web page change tracking with structured diffs. markgrab + snapgrab integration.
|
B 79 4⁄4 | ||||||||
| 1813 |
MCP server for AI interaction with live Smalltalk images
|
B 79 5⁄4 | ||||||||
| 1814 |
A connector for LLMs to work with collections and sources on your Zotero Cloud
|
B 79 5⁄5 | ||||||||
| 1815 |
Enables interaction with Redash instances through a standardized interface, allโฆ
|
B 79 5⁄5 | ||||||||
| 1816 |
An MCP server implementation that integrates Claude with Salesforce, enabling nโฆ
|
B 79 5⁄5 | ||||||||
| 1817 |
Turns Model Context Protocol server tools available in AutoGen >= v0.4
|
B 79 5⁄4 | ||||||||
| 1818 |
MCP server with local vector search for your codebase. Smart indexing, semanticโฆ
|
B 79 5⁄4 | ||||||||
| 1819 |
Enables AI assistants to query and interact with CockroachDB clusters through nโฆ
|
B 79 5⁄5 | ||||||||
| 1820 |
Provides read-only access to your entire codebase while restricting AI agents tโฆ
|
B 79 5⁄4 | ||||||||
| 1821 |
Provides access to 73 CDC public health datasets covering disease surveillance,โฆ
|
B 79 5⁄5 | ||||||||
| 1822 |
Enterprise AI coding usage analytics โ track spend, model usage, and costs acroโฆ
|
B 79 5⁄4 | ||||||||
| 1823 |
Provides access to OpenAI's ChatGPT API with web search capabilities for Claudeโฆ
|
B 79 5⁄5 | ||||||||
| 1824 |
Enables Large Language Models to interact with the ILP Drone Delivery System toโฆ
|
B 79 5⁄5 | ||||||||
| 1825 |
ForeverVM
Claim
The sessionless code interpreter.
Securely run AI-generated code in stateful sโฆ
|
B 79 5⁄5 | ||||||||
| 1826 |
hermes-mcp
Claim
Elixir Model Context Protocol (MCP) SDK
|
B 79 5⁄4 | ||||||||
| 1827 |
A Model Context Protocol server that enables secure interaction with Microsoft โฆ
|
B 79 5⁄5 | ||||||||
| 1828 |
Open source implementation and extension of Google Researchโs PaperBanana for aโฆ
|
B 79 5⁄4 | ||||||||
| 1829 |
Enables AI assistants to interact with Jira Cloud by managing issues, comments,โฆ
|
B 79 5⁄5 | ||||||||
| 1830 |
Access your Patreon creator data - campaigns, patrons, tiers, and posts.
|
B 79 5⁄4 | ||||||||
| 1831 |
Provides intelligent analysis of token usage patterns and optimization recommenโฆ
|
B 79 5⁄4 | ||||||||
| 1832 |
Enables time tracking and reporting through Toggl Track integration with intellโฆ
|
B 79 5⁄5 | ||||||||
| 1833 |
Invoke CLI agents (Codex, Claude, OpenCode) as MCP tools with parallel execution
|
B 79 4⁄4 | ||||||||
| 1834 |
MCP server for Synthesizer V AI Vocal Studio, which allows LLMs to create/edit โฆ
|
B 79 5⁄5 | ||||||||
| 1835 |
Enables read-only access to Reddit for searching posts within specific subreddiโฆ
|
B 79 5⁄5 | ||||||||
| 1836 |
Ocean shipping intelligence: D&D, freight rates, vessel schedules, port data. 2โฆ
|
B 79 6⁄6 | ||||||||
| 1837 |
MCP Accessibility Auditor is a powerful tool that brings professional web accesโฆ
|
B 79 5⁄5 | ||||||||
| 1838 |
A Model Context Protocol server that enables LLM agents to manage GitHub reposiโฆ
|
B 79 5⁄5 | ||||||||
| 1839 |
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write accโฆ
|
B 79 5⁄5 | ||||||||
| 1840 |
Provides symbolic reasoning capabilities by converting natural language logicalโฆ
|
B 79 5⁄5 | ||||||||
| 1841 |
A minimal and auditable MCP server that enables local AI assistants to read andโฆ
|
B 79 5⁄5 | ||||||||
| 1842 |
Provides AI models with full access to Jira Cloud functionality, enabling issueโฆ
|
B 79 5⁄5 | ||||||||
| 1843 |
Enables instant file and folder searching on Windows using Everything's blazingโฆ
|
B 79 5⁄4 | ||||||||
| 1844 |
Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3โโฆ
|
B 79 5⁄4 | ||||||||
| 1845 |
[finmap.org](https://finmap.org/) MCP server provides comprehensive historical โฆ
|
B 79 6⁄6 | ||||||||
| 1846 |
Enables secure database interactions with MySQL, PostgreSQL, and SQLite throughโฆ
|
B 79 5⁄5 | ||||||||
| 1847 |
MCP (Model Context Protocol) server for Appwrite
|
B 79 5⁄4 | ||||||||
| 1848 |
Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.
|
B 79 5⁄4 | ||||||||
| 1849 |
Provides AI assistants with comprehensive Magento 2 coding standards, security โฆ
|
B 79 5⁄5 | ||||||||
| 1850 |
Mobile proxies, SMS verifications, and global eSIM data plans for AI agents.
|
B 79 5⁄5 | ||||||||