MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 7 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2201 |
Provides AI coding assistants with context optimization tools including targete…
|
B 78 5⁄5 | ||||||||
| 2202 |
Provides persistent, semantic memory storage for LLMs across sessions using vec…
|
B 78 5⁄4 | ||||||||
| 2203 |
A simple MCP server that provides accurate date and time information to Claude …
|
B 78 5⁄5 | ||||||||
| 2204 |
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
|
B 78 5⁄4 | ||||||||
| 2205 |
AI text detection and humanization for Claude Code, Cursor, and Windsurf.
|
B 78 5⁄4 | ||||||||
| 2206 |
Provides weather data integration using the OpenWeatherMap API, enabling users …
|
B 78 5⁄5 | ||||||||
| 2207 |
Provides comprehensive access to Roam Research's API functionality. This server…
|
B 78 5⁄5 | ||||||||
| 2208 |
The server integrates with the free IMF data API and provides various features …
|
B 78 5⁄5 | ||||||||
| 2209 |
A personal astrological server that provides high-precision tools for generatin…
|
B 78 5⁄5 | ||||||||
| 2210 |
Provides Todoist task management capabilities to AI assistants through the Mode…
|
B 78 5⁄4 | ||||||||
| 2211 |
XCode CLI MCP: Convenience wrapper for Xcode CLI tools & iOS Simulator. Progres…
|
B 78 5⁄5 | ||||||||
| 2212 |
11 focused tools for structured thinking, branching, revision, and navigation.
|
B 78 5⁄5 | ||||||||
| 2213 |
Apache ECharts MCP Server
|
B 78 5⁄4 | ||||||||
| 2214 |
Enables integration with Up Banking API to query account balances, transaction …
|
B 78 5⁄5 | ||||||||
| 2215 |
Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation o…
|
B 78 5⁄5 | ||||||||
| 2216 |
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
|
B 78 5⁄4 | ||||||||
| 2217 |
An MCP ( Model Context Protocol ) Server for Grafana Loki
|
B 78 5⁄4 | ||||||||
| 2218 |
A read-only toolkit for searching and analyzing Markdown note directories and O…
|
B 78 5⁄4 | ||||||||
| 2219 |
An MCP server implementation that provides tools for retrieving and processing …
|
B 78 5⁄5 | ||||||||
| 2220 |
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
|
B 78 5⁄5 | ||||||||
| 2221 |
This server facilitates interaction with cosense/Scrapbox projects, enabling us…
|
B 78 5⁄5 | ||||||||
| 2222 |
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
|
B 78 5⁄4 | ||||||||
| 2223 |
Web search using DuckDuckGo
|
B 78 5⁄5 | ||||||||
| 2224 |
Generates QR codes and automatically saves them as PNG files with metadata trac…
|
B 78 5⁄4 | ||||||||
| 2225 |
mcp-dockmaster
Claim
MCP Dockmaster allows you to easily install and manage MCP servers. Available f…
|
B 78 5⁄5 | ||||||||
| 2226 |
Enables comprehensive automation and management of Ghost CMS blogs through AI a…
|
B 78 5⁄5 | ||||||||
| 2227 |
provides direct access to your browser's open tabs content. No additional fetch…
|
B 78 5⁄4 | ||||||||
| 2228 |
GitHub Actions Model Context Protocol Server that allows you to create, manage,…
|
B 78 5⁄5 | ||||||||
| 2229 |
MCP server for querying the official MCP registry.
|
B 78 5⁄5 | ||||||||
| 2230 |
Cortivium
Claim
Enables reliable AI behavior control by registering Ghost Skills as MCP tools t…
|
B 78 5⁄4 | ||||||||
| 2231 |
Enables conversion of multiple file formats (Markdown, HTML, Word, Excel, etc.)…
|
B 78 5⁄5 | ||||||||
| 2232 |
Enables fuzzy file searching, list filtering, and content searching using fzf's…
|
B 78 5⁄5 | ||||||||
| 2233 |
Structural analysis for any system — 12 deterministic graph tools (topology, bo…
|
B 78 6⁄6 | ||||||||
| 2234 |
Enables remote file system operations (read/write files, manage directories, se…
|
B 78 5⁄5 | ||||||||
| 2235 |
Enables spec-driven development with task tracking, approval workflows, and rea…
|
B 78 5⁄5 | ||||||||
| 2236 |
A Python MCP server that allows programmatic interaction to find torrents progr…
|
B 78 5⁄5 | ||||||||
| 2237 |
A Python backend implementing the Model Context Protocol with Azure OpenAI inte…
|
B 78 5⁄5 | ||||||||
| 2238 |
Enables AI agents to manage OpenWRT routers remotely via SSH, supporting system…
|
B 78 5⁄5 | ||||||||
| 2239 |
Provides access to bakery POS transaction data, product catalogs, and sales ana…
|
B 78 5⁄5 | ||||||||
| 2240 |
An open-source MCP server that provides LLM access to the Sauce Labs API
|
B 78 5⁄4 | ||||||||
| 2241 |
A Model Context Protocol server that provides comprehensive access to Obsidian …
|
B 78 5⁄5 | ||||||||
| 2242 |
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
|
B 78 5⁄5 | ||||||||
| 2243 |
Enables tracking food intake and nutrition using the USDA FoodData Central data…
|
B 78 5⁄5 | ||||||||
| 2244 |
Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP
|
B 78 4⁄4 | ||||||||
| 2245 |
MCP server for Vercel — manage deployments and view build and runtime applicati…
|
B 78 5⁄4 | ||||||||
| 2246 |
Provides AI assistants with secure, read-only access to over 15,000 financial i…
|
B 78 5⁄4 | ||||||||
| 2247 |
Integrates with Notion's API to manage personal todo lists
|
B 78 5⁄5 | ||||||||
| 2248 |
Enables Large Language Models to interact with Google Ads API for querying camp…
|
B 78 5⁄4 | ||||||||
| 2249 |
Indexes local and enterprise documents to provide a unified personal knowledge …
|
B 78 5⁄4 | ||||||||
| 2250 |
Enables AI assistants to natively read, edit, and redact PDF documents in place…
|
B 78 5⁄4 | ||||||||