MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1851 |
Godot 4 MCP server — test runner, API docs, script analysis, scene parsing, LSP.
|
B 79 5⁄4 | ||||||||
| 1852 |
A Model Context Protocol (MCP) server providing AI assistants with access to he…
|
B 79 5⁄5 | ||||||||
| 1853 |
Wraps n8n with an MCP server and vector storage to enable semantic search, mana…
|
B 79 5⁄5 | ||||||||
| 1854 |
Provides tools to search and retrieve Google Gemini API documentation.
|
B 79 5⁄5 | ||||||||
| 1855 |
Enables AI assistants to execute SuperSQL queries on data files and SuperDB dat…
|
B 79 5⁄4 | ||||||||
| 1856 |
Integrates Tududi task management with AI development tools, enabling users to …
|
B 79 5⁄5 | ||||||||
| 1857 |
MCP server for Drosophila neuroscience data from VirtualFlyBrain
|
B 79 6⁄6 | ||||||||
| 1858 |
Enables AI assistants to query and interact with CockroachDB clusters through n…
|
B 79 5⁄5 | ||||||||
| 1859 |
Enables efficient editing of structured RBT documents through targeted operatio…
|
B 79 5⁄5 | ||||||||
| 1860 |
Unified access to global medical terminologies: ICD-11, SNOMED CT, LOINC, RxNor…
|
B 79 5⁄5 | ||||||||
| 1861 |
Enables interaction with Bitbucket Cloud through 25+ tools for managing reposit…
|
B 79 5⁄5 | ||||||||
| 1862 |
Enables LLMs to create and manage persistent, interactive shell sessions with f…
|
B 79 5⁄4 | ||||||||
| 1863 |
Enables AI assistants to interact with Firebase Firestore databases through ful…
|
B 79 5⁄5 | ||||||||
| 1864 |
A Model Context Protocol server that enables AI assistants to interact with n8n…
|
B 79 5⁄5 | ||||||||
| 1865 |
|
B 79 5⁄4 | ||||||||
| 1866 |
Enables AI assistants to securely interact with Charles Schwab accounts through…
|
B 79 5⁄5 | ||||||||
| 1867 |
Control and automate FlexSim simulations through AI assistants like Claude, ena…
|
B 79 5⁄4 | ||||||||
| 1868 |
MCP server for MigratorXpress — cross-platform database migration with parallel…
|
B 79 5⁄5 | ||||||||
| 1869 |
Enables LLM clients to programmatically generate videos using Plainly's API by …
|
B 79 5⁄4 | ||||||||
| 1870 |
An MCP server providing access to XRootD file systems, allowing LLMs to browse …
|
B 79 5⁄5 | ||||||||
| 1871 |
Enables AI-assisted reverse engineering in IDA Pro by providing tools to analyz…
|
B 79 5⁄5 | ||||||||
| 1872 |
Enables Claude to interact with Google Calendar through natural language, provi…
|
B 79 5⁄5 | ||||||||
| 1873 |
Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query…
|
B 79 5⁄4 | ||||||||
| 1874 |
MCP server for git-backed Obsidian vaults. Access and manage notes through Clau…
|
B 79 5⁄4 | ||||||||
| 1875 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
|
B 79 5⁄5 | ||||||||
| 1876 |
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
|
B 79 5⁄5 | ||||||||
| 1877 |
Weather MCP Server
Claim
Provides current weather conditions and 5-day forecasts for any location using …
|
B 79 5⁄5 | ||||||||
| 1878 |
MCP server for querying VirusTotal API with comprehensive security analysis too…
|
B 79 5⁄4 | ||||||||
| 1879 |
Web page change tracking with structured diffs. markgrab + snapgrab integration.
|
B 79 4⁄4 | ||||||||
| 1880 |
A Model Context Protocol (MCP) server designed to integrate with the TickTick t…
|
B 79 5⁄5 | ||||||||
| 1881 |
Enables comprehensive integration with Google Analytics 4, allowing users to re…
|
B 79 5⁄5 | ||||||||
| 1882 |
MCP server for Symbols.app — documentation search and framework reference
|
B 79 5⁄5 | ||||||||
| 1883 |
|
B 79 5⁄4 | ||||||||
| 1884 |
MCP server that enables language models to interact with RDKit through natural …
|
B 79 5⁄4 | ||||||||
| 1885 |
Provides web search capabilities using Google Custom Search API, enabling users…
|
B 79 5⁄5 | ||||||||
| 1886 |
Search the Entra.news newsletter archive — a weekly digest of Microsoft Entra n…
|
B 79 5⁄4 | ||||||||
| 1887 |
SSH MCP
|
B 79 5⁄5 | ||||||||
| 1888 |
Enables integration with Mapbox API for navigation and location services, inclu…
|
B 79 5⁄5 | ||||||||
| 1889 |
Connects AI agents to Conduit data streams for ingesting events, querying data,…
|
B 79 5⁄4 | ||||||||
| 1890 |
Timezone, dates, cron, timestamps for AI agents
|
B 79 4⁄4 | ||||||||
| 1891 |
MCPcat is an analytics platform for MCP server owners 🐱.
|
B 79 5⁄4 | ||||||||
| 1892 |
Enables LLM agents to play and survive in Minecraft by abstracting low-level ta…
|
B 79 5⁄5 | ||||||||
| 1893 |
A metasearch library that aggregates results from diverse web search services
|
B 79 5⁄4 | ||||||||
| 1894 |
MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and anal…
|
B 79 5⁄4 | ||||||||
| 1895 |
A TypeScript implementation of a Model Context Protocol server that enables LLM…
|
B 79 5⁄5 | ||||||||
| 1896 |
Enables applying unified diff patches to files with comprehensive security vali…
|
B 79 5⁄5 | ||||||||
| 1897 |
omen
Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
|
B 79 5⁄4 | ||||||||
| 1898 |
A secure JavaScript REPL server that enables executing code snippets in a sandb…
|
B 79 5⁄5 | ||||||||
| 1899 |
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, …
|
B 79 5⁄5 | ||||||||
| 1900 |
MySQL Navigator MCP
|
B 79 5⁄4 | ||||||||