MCP Server Quality Scores
Independent quality analysis of 44526 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1901 |
A Go implementation of a Model Context Protocol (MCP) server for Trino
|
B 79 5⁄4 | ||||||||
| 1902 |
coros-workout-mcp
Claim
Enables Claude to design strength workouts and push them directly to COROS watc…
|
B 79 5⁄5 | ||||||||
| 1903 |
Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measur…
|
B 79 5⁄4 | ||||||||
| 1904 |
Provides comprehensive Singapore transport routing with real-time public transp…
|
B 79 5⁄5 | ||||||||
| 1905 |
Provides tools for discovering events at Madison Square Garden via the Ticketma…
|
B 79 5⁄5 | ||||||||
| 1906 |
Turns Model Context Protocol server tools available in AutoGen >= v0.4
|
B 79 5⁄4 | ||||||||
| 1907 |
Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spide…
|
B 79 5⁄5 | ||||||||
| 1908 |
Enables LLMs to search through AWS Lambda Powertools documentation across multi…
|
B 79 5⁄5 | ||||||||
| 1909 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
|
B 79 5⁄5 | ||||||||
| 1910 |
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
|
B 79 5⁄5 | ||||||||
| 1911 |
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
|
B 79 5⁄4 | ||||||||
| 1912 |
Official CoinGecko API MCP Server for Crypto Price & Market Data.
More detail…
|
B 79 5⁄5 | ||||||||
| 1913 |
Provides comprehensive website validation across performance, accessibility, SE…
|
B 79 5⁄5 | ||||||||
| 1914 |
Provides AI assistants with a standardized interface to interact with the Todo …
|
B 79 5⁄5 | ||||||||
| 1915 |
⚜️ An MCP server for context compaction and recycling in Claude Code
|
B 79 5⁄4 | ||||||||
| 1916 |
A Model Context Protocol server that enables the extraction of text, metadata, …
|
B 79 5⁄4 | ||||||||
| 1917 |
MCP server for TickTick API enabling task management, project organization, hab…
|
B 79 5⁄5 | ||||||||
| 1918 |
Open source implementation and extension of Google Research’s PaperBanana for a…
|
B 79 5⁄4 | ||||||||
| 1919 |
Codehooks.io MCP Server
Claim
Enables AI agents to manage databases, deploy serverless JavaScript functions, …
|
B 79 5⁄5 | ||||||||
| 1920 |
Cardano MCP — transactions, addresses, UTxOs, balances, ADAHandles & stake dele…
|
B 79 5⁄4 | ||||||||
| 1921 |
Enables AI assistants to create and edit draw.io diagrams programmatically, sup…
|
B 79 5⁄5 | ||||||||
| 1922 |
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
|
B 79 5⁄5 | ||||||||
| 1923 |
Structured product data from the open web — Schema.org + AI extraction for e-co…
|
B 79 6⁄6 | ||||||||
| 1924 |
Enables processing and translating SRT subtitle files with intelligent conversa…
|
B 79 5⁄5 | ||||||||
| 1925 |
MySQL database integration with configurable access controls, schema inspection…
|
B 79 5⁄4 | ||||||||
| 1926 |
Natural language-driven spatial transcriptomics analysis with 60+ methods via M…
|
B 79 5⁄4 | ||||||||
| 1927 |
A minimal browser debugging MCP server that monitors Chrome Console logs and ex…
|
B 79 5⁄4 | ||||||||
| 1928 |
Provides tools to search Airbnb and get listing details.
|
B 79 5⁄5 | ||||||||
| 1929 |
Secure MCP server for Google Search Console analytics, sitemaps, and URL inspec…
|
B 79 5⁄4 | ||||||||
| 1930 |
TypeScript-based smart home automation server for Plugwise devices with automat…
|
B 79 5⁄4 | ||||||||
| 1931 |
Provides summarised output from various actions that could otherwise eat up tok…
|
B 79 5⁄4 | ||||||||
| 1932 |
Provides AI models with full access to Jira Cloud functionality, enabling issue…
|
B 79 5⁄5 | ||||||||
| 1933 |
A minimal and auditable MCP server that enables local AI assistants to read and…
|
B 79 5⁄5 | ||||||||
| 1934 |
edu_video_gen
|
B 79 6⁄6 | ||||||||
| 1935 |
Portable , scalable , secure AI Agents
|
B 79 5⁄4 | ||||||||
| 1936 |
A Model Context Protocol server that monitors shadow-cljs builds and provides r…
|
B 79 5⁄5 | ||||||||
| 1937 |
Enables AI assistants to interact with Clockify time tracking API to manage tim…
|
B 79 5⁄5 | ||||||||
| 1938 |
MCP FastAPI Server
Claim
A production-ready Model Context Protocol server that provides mathematical cal…
|
B 78 5⁄4 | ||||||||
| 1939 |
ArcGIS MCP Server
Claim
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
|
B 78 4⁄4 | ||||||||
| 1940 |
Provides real-time and historical Formula 1 racing data through the Model Conte…
|
B 78 5⁄5 | ||||||||
| 1941 |
Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ t…
|
B 78 5⁄4 | ||||||||
| 1942 |
Manages agent certification by tracking trust scores, capabilities, and test re…
|
B 78 5⁄5 | ||||||||
| 1943 |
Acts as an intermediary between LLMs and other MCP servers, centralizing manage…
|
B 78 5⁄4 | ||||||||
| 1944 |
Enables video generation through OpenAI's Sora 2 API, allowing users to create,…
|
B 78 5⁄5 | ||||||||
| 1945 |
Enables AI-powered iterative research using Google Gemini 2.5 Flash with Google…
|
B 78 5⁄5 | ||||||||
| 1946 |
Extracts clean markdown content from web pages using Playwright, automatically …
|
B 78 5⁄5 | ||||||||
| 1947 |
Enables AI assistants to interact with the M-Team private torrent tracker API f…
|
B 78 5⁄5 | ||||||||
| 1948 |
An actively maintained fork of the official Google Drive MCP server that enable…
|
B 78 5⁄4 | ||||||||
| 1949 |
Multi-provider media generation — images, video, audio, and transcription via a…
|
B 78 5⁄5 | ||||||||
| 1950 |
Enables AI agents to track, search, and retrieve their progress across projects…
|
B 78 5⁄5 | ||||||||