MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 4 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4001 |
Enables interaction with the CEDAR (Center for Expanded Data Annotation and Ret…
|
B 75 5⁄5 | ||||||||
| 4002 |
Enables AI assistants to interact with Notion workspaces through the Notion API…
|
B 75 5⁄5 | ||||||||
| 4003 |
Automatically analyzes and optimizes AI prompts by calculating clarity scores, …
|
B 75 5⁄5 | ||||||||
| 4004 |
Enables natural language queries of U.S. Census Bureau data, translating plain …
|
B 75 5⁄5 | ||||||||
| 4005 |
MCP server designed to help you search and analyze your photo library (iCloud -…
|
B 75 5⁄4 | ||||||||
| 4006 |
A TypeScript-based MCP server that provides tools to interact with local Codex …
|
B 75 5⁄5 | ||||||||
| 4007 |
MCP Server for interacting with GrowthBook
|
B 75 5⁄4 | ||||||||
| 4008 |
An MCP server implementation that enables users to search, download Freepik res…
|
B 75 5⁄5 | ||||||||
| 4009 |
MCP server for ASAM ODS with Jaquel query tools, connection management, and dat…
|
B 75 5⁄4 | ||||||||
| 4010 |
protonmail-mcp
Claim
This MCP server provides email sending functionality using Protonmail's SMTP se…
|
B 75 5⁄5 | ||||||||
| 4011 |
Summary MCP
Claim
Generates AI-powered daily and weekly productivity summaries by analyzing your …
|
B 75 5⁄4 | ||||||||
| 4012 |
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
|
B 75 5⁄5 | ||||||||
| 4013 |
Provides fast, multilingual spell-checking for text and files, featuring syntax…
|
B 75 5⁄4 | ||||||||
| 4014 |
Enables AI assistants to interact with Mural visual collaboration workspaces th…
|
B 75 5⁄5 | ||||||||
| 4015 |
A Model Context Protocol (MCP) server that provides advanced code analysis and …
|
B 75 5⁄5 | ||||||||
| 4016 |
A Model Context Protocol Server connector for Bitrefill public API, to enable A…
|
B 75 5⁄5 | ||||||||
| 4017 |
Enables Claude to perform thorough code reviews by integrating with Codex and G…
|
B 75 5⁄5 | ||||||||
| 4018 |
Enables AI assistants to perform comprehensive GitHub pull request code reviews…
|
B 75 5⁄5 | ||||||||
| 4019 |
Enables monitoring and control of the SST development process by streaming dev …
|
B 75 5⁄4 | ||||||||
| 4020 |
Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). …
|
B 75 5⁄5 | ||||||||
| 4021 |
Enables AI assistants to integrate with SAP systems via OData REST APIs for que…
|
B 75 5⁄5 | ||||||||
| 4022 |
Enables Claude Desktop to access and analyze Garmin wearable health data includ…
|
B 75 5⁄4 | ||||||||
| 4023 |
A server that connects large language models to QR code generation capabilities…
|
B 75 5⁄5 | ||||||||
| 4024 |
Provides read-only access to MySQL databases with automatic schema discovery an…
|
B 75 5⁄5 | ||||||||
| 4025 |
Enables AI assistants to generate high-quality images using Google's Gemini and…
|
B 75 5⁄5 | ||||||||
| 4026 |
Provides observability for multi-agent workflows by tracking hierarchical task …
|
B 75 5⁄5 | ||||||||
| 4027 |
A persistent memory layer for Claude Code that maintains project information, t…
|
B 75 5⁄4 | ||||||||
| 4028 |
A Model Context Protocol server for Mem0 that helps manage coding preferences a…
|
B 75 5⁄5 | ||||||||
| 4029 |
An MCP server that provides rfc editing capabilities
|
B 75 4⁄4 | ||||||||
| 4030 |
Integrate and automate Keka HR platform features such as employee management, a…
|
B 75 5⁄4 | ||||||||
| 4031 |
Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the …
|
B 75 5⁄5 | ||||||||
| 4032 |
Enables AI agents to execute C++ code, test solutions against multiple test cas…
|
B 75 5⁄5 | ||||||||
| 4033 |
|
B 75 5⁄4 | ||||||||
| 4034 |
Enables interaction with Gremlin's reliability management APIs to monitor servi…
|
B 75 5⁄5 | ||||||||
| 4035 |
Enables AI assistants to generate images and videos through natural language us…
|
B 75 5⁄5 | ||||||||
| 4036 |
An MCP (Model Context Protocol) server designed to interact with the ntfy push …
|
B 75 5⁄5 | ||||||||
| 4037 |
Enables MCP-capable applications to access, manage, and analyze system core dum…
|
B 75 5⁄5 | ||||||||
| 4038 |
Atrax
Claim
Proxy that aggregates multiple MCP servers and presents them as a unified inter…
|
B 75 5⁄5 | ||||||||
| 4039 |
A Model Context Protocol server providing LLM Agents with system utilities and …
|
B 75 5⁄5 | ||||||||
| 4040 |
Integrates the levelang.app translation API with AI assistants to provide trans…
|
B 75 5⁄5 | ||||||||
| 4041 |
Enables access to BitSight security rating data through company search and rati…
|
B 75 5⁄5 | ||||||||
| 4042 |
A learning-focused MCP server that demonstrates how to build arithmetic tools f…
|
B 75 5⁄4 | ||||||||
| 4043 |
Enables AI assistants to control Spotify playback, manage playlists, search mus…
|
B 75 5⁄5 | ||||||||
| 4044 |
Schema-driven document extraction with local OCR + LLM. Document in, Structured…
|
B 75 5⁄4 | ||||||||
| 4045 |
Provides web search functionality via DuckDuckGo for Claude Code and MCP-compat…
|
B 75 5⁄5 | ||||||||
| 4046 |
Enables integration with Apple Mail on macOS using JavaScript for Automation (J…
|
B 75 5⁄4 | ||||||||
| 4047 |
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
|
B 75 4⁄4 | ||||||||
| 4048 |
Provides access to UK Environment Agency's real-time flood monitoring data, ena…
|
B 75 5⁄5 | ||||||||
| 4049 |
Enables AI assistants to manage Google Calendar events and Gmail emails through…
|
B 75 5⁄5 | ||||||||
| 4050 |
Enables AI assistants to interact with all Twilio APIs through the Model Contex…
|
B 75 5⁄5 | ||||||||