MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 11 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21751 |
A comprehensive Model Context Protocol server providing 60 tools across 9 categ…
|
C 68 4⁄3 | ||||||||
| 21752 |
Bidirectional Markdown ↔ Word (.docx) converter. Read Word documents directly i…
|
C 68 3⁄3 | ||||||||
| 21753 |
MCP File Reader
Claim
A local AI-powered file reader that connects a Python MCP server with Ollama's …
|
C 68 3⁄3 | ||||||||
| 21754 |
Monitors Notion databases in real-time to detect project risks, such as delayed…
|
C 68 3⁄3 | ||||||||
| 21755 |
Bluetooth MCP Server
Claim
A ModelContextProtocol server that enables Claude AI to detect and scan nearby …
|
C 68 4⁄4 | ||||||||
| 21756 |
An Elasticsearch-based AI memory system optimized for Chinese that enables pers…
|
C 68 4⁄4 | ||||||||
| 21757 |
Enables AI assistants to perform DNA/RNA sequence alignment using BWA (Burrows-…
|
C 68 4⁄3 | ||||||||
| 21758 |
MCP server for Google Search Console & Indexing API — 13 tools for search analy…
|
C 68 3⁄3 | ||||||||
| 21759 |
pmcp
Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
|
C 68 4⁄3 | ||||||||
| 21760 |
MCP server for Malt.fr. Read your freelance profile, stats, and missions from C…
|
C 68 3⁄3 | ||||||||
| 21761 |
Create and manage short links, track clicks, and automate URL management
|
C 68 4⁄3 | ||||||||
| 21762 |
Coding agent with basic read, write and command line tools.
|
C 68 4⁄3 | ||||||||
| 21763 |
Enables AI assistants to interact with the Zapmail API through natural language…
|
C 68 4⁄4 | ||||||||
| 21764 |
Enables database operations and cloud infrastructure management for ClickHouse,…
|
C 68 4⁄4 | ||||||||
| 21765 |
Servidor MCP para integração com o Banco Inter (PJ). Consulte saldos e gerencie…
|
C 68 4⁄3 | ||||||||
| 21766 |
|
C 68 3⁄3 | ||||||||
| 21767 |
Enables natural language search and retrieval of data from Japan's Ministry of …
|
C 68 4⁄4 | ||||||||
| 21768 |
Enable AI agents to compile TeX files with LaTeX inside a Docker container.
|
C 68 4⁄3 | ||||||||
| 21769 |
Billing infrastructure for MCP server operators. Add Stripe subscriptions, per-…
|
C 68 3⁄3 | ||||||||
| 21770 |
Connects AI assistants to ActivityWatch for real-time computer activity awarene…
|
C 68 3⁄3 | ||||||||
| 21771 |
Provides comprehensive access to HubSpot's CRM API, enabling management of cont…
|
C 68 4⁄4 | ||||||||
| 21772 |
MCP Server for publicly available Indian Mutual Funds data
|
C 68 3⁄3 | ||||||||
| 21773 |
Enables AI assistants to interact with Metabase through its API, allowing them …
|
C 68 4⁄4 | ||||||||
| 21774 |
Provides comprehensive access to Google Ads API v20, enabling AI assistants to …
|
C 68 4⁄4 | ||||||||
| 21775 |
An automated penetration testing framework that enables intelligent security as…
|
C 68 4⁄3 | ||||||||
| 21776 |
MSSQL Server MCP implementation written in C#
|
C 68 3⁄3 | ||||||||
| 21777 |
An MCP server that enables communication with GitLab repositories, allowing int…
|
C 68 4⁄4 | ||||||||
| 21778 |
MCP server for TemplateFox PDF generation API - Generate PDFs from templates vi…
|
C 68 3⁄3 | ||||||||
| 21779 |
Bridge between Fabric AI framework and MCP applications, enabling use of Fabric…
|
C 68 4⁄3 | ||||||||
| 21780 |
MCP server for QTM4J (QMetry Test Management for Jira) Open API, enabling test …
|
C 68 3⁄3 | ||||||||
| 21781 |
A local MCP server that provides a secure bridge for automating macOS applicati…
|
C 68 4⁄3 | ||||||||
| 21782 |
MCP server for integrating Ghidra with AI assistants. This plugin enables binar…
|
C 68 4⁄3 | ||||||||
| 21783 |
gdb and rr Debugging
Claim
MCP server that exposes GDB debugging as tools. An AI assistant can set breakpo…
|
C 68 4⁄3 | ||||||||
| 21784 |
A local, customizable MCP server for filesystem access that extends the officia…
|
C 68 4⁄3 | ||||||||
| 21785 |
Audit websites for GDPR, CCPA, and ePrivacy compliance — trackers, consent, and…
|
C 68 3⁄3 | ||||||||
| 21786 |
Enables Claude to interact with ServiceNow instances to manage incidents, servi…
|
C 68 4⁄4 | ||||||||
| 21787 |
Enables control of the Elektron Digitakt II drum machine through MIDI commands.…
|
C 68 4⁄3 | ||||||||
| 21788 |
Industrial-grade MCP server for Siemens TIA Portal (V17–V21). 120+ tools for PL…
|
C 68 3⁄3 | ||||||||
| 21789 |
unity-mcp-plugin
Claim
Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enable…
|
C 68 3⁄3 | ||||||||
| 21790 |
Enables interaction with Shopify store data (products, customers, orders) via G…
|
C 68 4⁄4 | ||||||||
| 21791 |
Automates carbon credit project registration document review, transforming 6-8 …
|
C 68 4⁄3 | ||||||||
| 21792 |
Greet people by name and check local forecasts and weather alerts across the U.…
|
C 68 3⁄3 | ||||||||
| 21793 |
processhacker-mcp
Claim
your ai debugger, vibe hacking tool
|
C 68 3⁄3 | ||||||||
| 21794 |
Boring Gemini
Claim
An autonomous AI development agent that enables full-stack coding, automated ve…
|
C 68 4⁄4 | ||||||||
| 21795 |
Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.
|
C 68 4⁄3 | ||||||||
| 21796 |
Perform arithmetic and other common math calculations on demand. Combine operat…
|
C 68 3⁄3 | ||||||||
| 21797 |
A Model Context Protocol server that enables management of RPG Maker MZ and MV …
|
C 68 3⁄3 | ||||||||
| 21798 |
Transforms AI agents into industry experts through natural conversation, enabli…
|
C 68 4⁄4 | ||||||||
| 21799 |
mcp-tacit
Claim
TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. …
|
C 68 3⁄3 | ||||||||
| 21800 |
zsh-tool
Claim
Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.
|
C 68 4⁄3 | ||||||||