MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1001 |
iOS code quality analysis and test automation server. Provides comprehensive Xc…
|
B 81 5⁄4 | ||||||||
| 1002 |
Run any command with `run_command` and `run_script` tools.
|
B 81 5⁄4 | ||||||||
| 1003 |
MCP Excel Reader
Claim
Provides efficient handling of large Excel files through automatic chunking and…
|
B 81 5⁄5 | ||||||||
| 1004 |
Create, read, validate, and save Stella system dynamics models (.stmx files in …
|
B 81 5⁄4 | ||||||||
| 1005 |
Enables local network discovery and security scanning to identify connected dev…
|
B 81 5⁄5 | ||||||||
| 1006 |
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
|
B 81 5⁄4 | ||||||||
| 1007 |
Enables AI assistants to access and search Google Contacts through per-user OAu…
|
B 81 5⁄5 | ||||||||
| 1008 |
GitHub Trending Service
Claim
Provides access to GitHub trending projects through MCP, allowing AI assistants…
|
B 81 6⁄6 | ||||||||
| 1009 |
A comprehensive MCP server that provides full integration with LightRAG API, of…
|
B 81 5⁄5 | ||||||||
| 1010 |
An MCP server that enables AI assistants to browse Storybook components, manage…
|
B 81 5⁄4 | ||||||||
| 1011 |
MCP server for generating rough-draft project plans from natural-language promp…
|
B 81 6⁄6 | ||||||||
| 1012 |
EasySend file sharing MCP server - upload, download and share files. No authent…
|
B 81 4⁄4 | ||||||||
| 1013 |
A tool that implements Claude Shannon's problem-solving methodology to help bre…
|
B 81 5⁄4 | ||||||||
| 1014 |
Generates natural, fluent Chinese content that reads like human writing using t…
|
B 81 5⁄5 | ||||||||
| 1015 |
Enables access to Bureau of Labor Statistics (BLS) economic data including Cons…
|
B 81 5⁄5 | ||||||||
| 1016 |
An integration that allows Claude Desktop to interact with Spotify using the Mo…
|
B 81 5⁄5 | ||||||||
| 1017 |
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
|
B 81 5⁄5 | ||||||||
| 1018 |
Second Brain MCP Server
Claim
Captures and organizes structured markdown notes from Claude Code sessions with…
|
B 81 5⁄4 | ||||||||
| 1019 |
MCP Greetings Server
Claim
Enables AI assistants to greet users in 7 different languages including English…
|
B 81 5⁄5 | ||||||||
| 1020 |
LLM-optimized Figma MCP server.
|
B 81 5⁄4 | ||||||||
| 1021 |
Codebase observatory with 56+ scanners for git health, architecture, and docume…
|
B 81 5⁄4 | ||||||||
| 1022 |
Enables interaction with a running Clojure nREPL instance for evaluating Clojur…
|
B 81 5⁄5 | ||||||||
| 1023 |
Saudi legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1024 |
Model Context Protocol (MCP) server for the Zotero API, in Python
|
B 81 5⁄5 | ||||||||
| 1025 |
A secure Model Context Protocol service that enables executing SQL Server queri…
|
B 81 5⁄5 | ||||||||
| 1026 |
Reputation scoring for AI agent wallets on Base. 9 tools: trust scores, fraud r…
|
B 81 5⁄5 | ||||||||
| 1027 |
Enables AI assistants to interact with BigCommerce stores through comprehensive…
|
B 81 5⁄5 | ||||||||
| 1028 |
An MCP server for Tavily's search API
|
B 81 5⁄4 | ||||||||
| 1029 |
An enhanced Model Context Protocol server that enables Claude to interact with …
|
B 81 5⁄5 | ||||||||
| 1030 |
MaxRefMCP
Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
|
B 81 6⁄6 | ||||||||
| 1031 |
Media memory for AI agents and their humans: books, movies, music, shows, anime…
|
B 81 6⁄6 | ||||||||
| 1032 |
Enables AI assistants to publish, schedule, and manage social media posts acros…
|
B 81 5⁄5 | ||||||||
| 1033 |
French public services: tax, property, admin, education, healthcare, security, …
|
B 81 6⁄6 | ||||||||
| 1034 |
Local MCP server that shows AI agents which patterns your team actually uses, w…
|
B 81 4⁄4 | ||||||||
| 1035 |
Manage multiple SSH servers from one MCP: command execution, file transfer/rsyn…
|
B 81 5⁄5 | ||||||||
| 1036 |
Provides LLM-optimized filesystem access with intelligent file pagination for l…
|
B 81 5⁄4 | ||||||||
| 1037 |
Generates family pedigree tree diagrams as PNG or SVG images using standard gen…
|
B 81 5⁄5 | ||||||||
| 1038 |
Provides real-time Dutch railway (NS) travel information including train schedu…
|
B 81 5⁄5 | ||||||||
| 1039 |
Universal CPU profiler designed for humans and AI agents
|
B 81 5⁄4 | ||||||||
| 1040 |
An enhanced Windows CLI MCP server providing unrestricted system access capabil…
|
B 81 5⁄4 | ||||||||
| 1041 |
Create polished, professional PDFs from a single prompt. Documentation, reports…
|
B 81 5⁄5 | ||||||||
| 1042 |
AWS S3 operations — list buckets, browse objects, upload/download files, and ge…
|
B 81 5⁄5 | ||||||||
| 1043 |
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
|
B 81 5⁄5 | ||||||||
| 1044 |
foodblock-mcp
Claim
Food data tools for any AI agent. Describe food in English, get structured data…
|
B 81 5⁄4 | ||||||||
| 1045 |
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
|
B 81 5⁄5 | ||||||||
| 1046 |
Enables AI agents to communicate with each other through Slack-like room-based …
|
B 81 5⁄4 | ||||||||
| 1047 |
Enables AI assistants to access Venice AI's capabilities including chat with op…
|
B 81 5⁄5 | ||||||||
| 1048 |
Provides tools for analyzing project structures, searching through codebases, m…
|
B 81 5⁄4 | ||||||||
| 1049 |
Time tracking integration with Toggl Track. Start/stop timers, manage time entr…
|
B 81 5⁄5 | ||||||||
| 1050 |
Enables local AI image generation on Apple Silicon Macs using MLX and Stable Di…
|
B 81 5⁄4 | ||||||||