MCP Server Quality Scores
Independent quality analysis of 48821 public MCP servers
Last updated 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21751 |
Query MRR, churn, and revenue from Stripe, Gumroad & Lemon Squeezy in Claude
|
C 68 3⁄3 | ||||||||
| 21752 |
xiaozhidog-mcp-music
Claim
免费音乐MCP服务器，提供音乐搜索、播放控制、音量调节和播放列表管理功能，专为小智AI音响设计。
|
C 68 3⁄3 | ||||||||
| 21753 |
A Model Context Protocol server that connects AI assistants like Claude to AWS …
|
C 68 4⁄4 | ||||||||
| 21754 |
Search, discover, and contribute to AgentPedia - the knowledge base for AI agen…
|
C 68 3⁄3 | ||||||||
| 21755 |
gpt-researcher
Claim
An autonomous agent that conducts deep research on any data using any LLM provi…
|
C 68 4⁄3 | ||||||||
| 21756 |
mcp-server-tfl
Claim
Community-built server providing real-time London transport data via the TfL Un…
|
C 68 3⁄3 | ||||||||
| 21757 |
summon-app
Claim
Postman for MCP servers
|
C 68 4⁄3 | ||||||||
| 21758 |
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
|
C 68 3⁄3 | ||||||||
| 21759 |
A local, customizable MCP server for filesystem access that extends the officia…
|
C 68 4⁄3 | ||||||||
| 21760 |
Salesforce MCP Server
Claim
A comprehensive server that transforms Claude Desktop into a Salesforce IDE for…
|
C 68 4⁄4 | ||||||||
| 21761 |
A lightweight MCP server for Android operating system automation. This server p…
|
C 68 4⁄3 | ||||||||
| 21762 |
Enables AI-powered legal research and analysis of Polish legal acts from the Se…
|
C 68 4⁄4 | ||||||||
| 21763 |
chrome-debug-mcp
Claim
chrome-debug-mcp is an asynchronous Rust-based Model Context Protocol (MCP) ser…
|
C 68 4⁄3 | ||||||||
| 21764 |
Perforce P4 MCP Server is a MCP server that integrates with the Perforce P4 ver…
|
C 68 4⁄3 | ||||||||
| 21765 |
Enables execution of SQL queries and management of Microsoft SQL Server databas…
|
C 68 4⁄4 | ||||||||
| 21766 |
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Poli…
|
C 68 4⁄3 | ||||||||
| 21767 |
Coding agent with basic read, write and command line tools.
|
C 68 4⁄3 | ||||||||
| 21768 |
Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with…
|
C 68 3⁄3 | ||||||||
| 21769 |
Enables AI assistants to search and retrieve Magic: The Gathering card data thr…
|
C 68 4⁄4 | ||||||||
| 21770 |
Enhances Claude's capabilities by providing access to website analytics data fr…
|
C 68 4⁄4 | ||||||||
| 21771 |
Integrates Clockify time tracking directly into Claude Desktop, enabling users …
|
C 68 4⁄4 | ||||||||
| 21772 |
Enables dice rolling mechanics for tabletop RPGs including standard dice notati…
|
C 68 4⁄3 | ||||||||
| 21773 |
processhacker-mcp
Claim
your ai debugger, vibe hacking tool
|
C 68 3⁄3 | ||||||||
| 21774 |
Encrypted secrets and credential management for agents
|
C 68 3⁄3 | ||||||||
| 21775 |
MCP Framework
Claim
A middleware system that connects large language models (LLMs) with various too…
|
C 68 4⁄4 | ||||||||
| 21776 |
toolhive-cloud-ui
Claim
ToolHive Cloud UI surfaces MCP servers running in your infrastructure, highligh…
|
C 68 4⁄3 | ||||||||
| 21777 |
MCP server for analyzing Perfetto traces with LLMs — query .pftrace files in Pe…
|
C 68 3⁄3 | ||||||||
| 21778 |
Enables AI assistants to interact with Metabase through its API, allowing them …
|
C 68 4⁄4 | ||||||||
| 21779 |
hanzi-browse
Claim
MCP server providing browser automation for AI agents with context-aware playbo…
|
C 68 3⁄3 | ||||||||
| 21780 |
gdb and rr Debugging
Claim
MCP server that exposes GDB debugging as tools. An AI assistant can set breakpo…
|
C 68 4⁄3 | ||||||||
| 21781 |
Gives AI development tools Firebase-specific capabilities and expertise.
|
C 68 4⁄3 | ||||||||
| 21782 |
Go from natural language to verified finite state machines — topology bugs caug…
|
C 68 3⁄3 | ||||||||
| 21783 |
Servidor MCP para integração com o Banco Inter (PJ). Consulte saldos e gerencie…
|
C 68 4⁄3 | ||||||||
| 21784 |
An MCP server for Garmin Connect that provides access to fitness activities, he…
|
C 68 3⁄3 | ||||||||
| 21785 |
MCP server for Strava integration, enabling LLMs to query activities, athlete s…
|
C 68 4⁄3 | ||||||||
| 21786 |
Gearlynx
Claim
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linu…
|
C 68 3⁄3 | ||||||||
| 21787 |
Enables AI assistants to perform DNA/RNA sequence alignment using BWA (Burrows-…
|
C 68 4⁄3 | ||||||||
| 21788 |
FlowLens MCP Server
Claim
Enables coding agents to access recorded browser flows (user actions, network, …
|
C 68 4⁄3 | ||||||||
| 21789 |
Provides AI agents with visibility into React applications by exposing tools to…
|
C 68 4⁄3 | ||||||||
| 21790 |
MCP server for managing Docker containers, images, networks, volumes, and regis…
|
C 68 4⁄3 | ||||||||
| 21791 |
Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, toke…
|
C 68 3⁄3 | ||||||||
| 21792 |
EmbedMCP
Claim
Provides easy-to-use kits that allow you to quickly create MCP servers Any embe…
|
C 68 3⁄3 | ||||||||
| 21793 |
Enables direct interaction with FoundryVTT virtual tabletop servers via native …
|
C 68 4⁄4 | ||||||||
| 21794 |
Enables complete VTEX e-commerce platform integration through natural language,…
|
C 68 4⁄4 | ||||||||
| 21795 |
Enables AI agents to control Adobe Lightroom Classic on macOS for professional …
|
C 68 4⁄3 | ||||||||
| 21796 |
osmmcp
Claim
OpenStreetMap MCP server providing precision geospatial tools for LLMs via Mode…
|
C 68 4⁄3 | ||||||||
| 21797 |
react-analyzer-mcp
Claim
A Docker-managed MCP server for analyzing React codebases and generating compon…
|
C 68 3⁄3 | ||||||||
| 21798 |
An MCP server for interacting with MangaDex to search manga, fetch metadata, an…
|
C 68 3⁄3 | ||||||||
| 21799 |
Bidirectional Markdown ↔ Word (.docx) converter. Read Word documents directly i…
|
C 68 3⁄3 | ||||||||
| 21800 |
MCP server for Nextcloud: file management, search, calendar, contacts, and syst…
|
C 68 4⁄3 | ||||||||