MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20951 |
Student MCP Server
Claim
Provides tools for managing student knowledge graphs, enabling structured repre…
|
C 56 4⁄4 | ||||||||
| 20952 |
Provides high-performance Chinese text segmentation, POS tagging, and keyword e…
|
C 56 4⁄4 | ||||||||
| 20953 |
MCP server for Paradex perp trading. Market data, accounts, orders, positions, …
|
C 56 5⁄5 | ||||||||
| 20954 |
A Multi-Agent Conversation Protocol server that enables interaction with HubSpo…
|
C 56 4⁄4 | ||||||||
| 20955 |
MCP Server for networl monitoring software ntopng.
|
C 56 4⁄4 | ||||||||
| 20956 |
An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to int…
|
C 56 4⁄4 | ||||||||
| 20957 |
An interface for managing and querying MariaDB databases that supports standard…
|
C 56 4⁄4 | ||||||||
| 20958 |
docker
Claim
sapne dekha
ache baat hai
sapna ke so jaana
wo sahi nahi hai
|
C 56 4⁄4 | ||||||||
| 20959 |
curl mcp
Claim
A Multi-modal Conversation Protocol (MCP) server that enables interacting with …
|
C 56 4⁄4 | ||||||||
| 20960 |
Enables AI agents and automation tools to manage TODO tasks through full CRUD o…
|
C 56 4⁄4 | ||||||||
| 20961 |
A Vencord plugin that provides MCP server capabilities for inspecting Discord's…
|
C 56 4⁄3 | ||||||||
| 20962 |
GitHub Tools MCP Server
Claim
Model Context Protocol server that enables interaction with GitHub repositories…
|
C 56 4⁄4 | ||||||||
| 20963 |
Periphery Code Audit
Claim
Swift code analysis with Periphery - detect unused code and improve code quality
|
C 56 4⁄3 | ||||||||
| 20964 |
This MCP Server provides a natural language interface to interact with Google's…
|
C 56 4⁄4 | ||||||||
| 20965 |
A personal fitness tracking server that enables logging and querying workouts, …
|
C 56 4⁄3 | ||||||||
| 20966 |
An AI-powered combat log analyzer for Throne & Liberty that provides actionable…
|
C 56 4⁄3 | ||||||||
| 20967 |
Smyth Docker Commander
Claim
Enables spawning ephemeral Linux sandbox containers using Docker and executing …
|
C 56 4⁄3 | ||||||||
| 20968 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 56 4⁄3 | ||||||||
| 20969 |
WinAutoWx
Claim
Enables automated WeChat operations on Windows through pywinauto, allowing user…
|
C 56 4⁄3 | ||||||||
| 20970 |
Enable seamless integration of AI capabilities within Unity Editor and Unity ga…
|
C 56 5⁄5 | ||||||||
| 20971 |
BloodHound-MCP-AI
Claim
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model…
|
C 56 4⁄3 | ||||||||
| 20972 |
Enables quantum systems analysis and simulation including quantum circuits, ope…
|
C 56 4⁄4 | ||||||||
| 20973 |
Access cycling race data, results, and statistics through natural language. Fea…
|
C 56 4⁄4 | ||||||||
| 20974 |
Sticky Note Demo MCP-B
Claim
Sticky Note Demo MCP-B
|
C 56 3⁄3 | ||||||||
| 20975 |
A server that enables interaction with the Solana blockchain, providing access …
|
C 56 4⁄3 | ||||||||
| 20976 |
A Model Context Protocol server that enables natural language interaction with …
|
C 56 4⁄4 | ||||||||
| 20977 |
Timezone MCP Server
Claim
Enables LLMs to get current time information for any timezone worldwide, includ…
|
C 56 4⁄4 | ||||||||
| 20978 |
Enables semantic code search across projects using AI embeddings to find code b…
|
C 56 4⁄3 | ||||||||
| 20979 |
Provides knowledge extraction and cross-repo analysis tools for multi-repositor…
|
C 56 4⁄4 | ||||||||
| 20980 |
Odoo MCP Server
Claim
Enables Claude AI to analyze and access Odoo business data in real-time, includ…
|
C 56 4⁄4 | ||||||||
| 20981 |
Project MCP Server
Claim
Provides tools for managing project knowledge graphs, enabling structured repre…
|
C 56 4⁄4 | ||||||||
| 20982 |
Provides LLM agents with comprehensive access to Obsidian vaults via the offici…
|
C 56 4⁄3 | ||||||||
| 20983 |
A comprehensive project management system that provides a full-featured Kanban …
|
C 56 4⁄4 | ||||||||
| 20984 |
Provides unified access to multiple CLI AI agents (Codex, Gemini, Claude, and O…
|
C 56 4⁄3 | ||||||||
| 20985 |
ava
Claim
Automatically share development progress to Slack through AI. MCP-powered task …
|
C 56 4⁄3 | ||||||||
| 20986 |
Moodle MCP Server
Claim
Enables interaction with Moodle learning management systems through the Moodle …
|
C 56 4⁄3 | ||||||||
| 20987 |
Enables AI assistants to analyze codebases through semantic search, call graph …
|
C 56 4⁄4 | ||||||||
| 20988 |
n8n MCP Server
Claim
Enables ChatGPT to manage n8n workflows through the official REST API. Supports…
|
C 56 4⁄4 | ||||||||
| 20989 |
Provides AI-powered medical consultation and clinical decision support through …
|
C 56 4⁄4 | ||||||||
| 20990 |
A sequential thinking MCP server extension for Zed
|
C 56 4⁄3 | ||||||||
| 20991 |
MCP Server that enables interaction with GoDaddy's Orders API using natural lan…
|
C 56 4⁄4 | ||||||||
| 20992 |
31 MCP tools for ESG data extraction, PDF processing, vector search, and EU reg…
|
C 56 4⁄3 | ||||||||
| 20993 |
Enables users to interact with a business co-founder/executive assistant that i…
|
C 56 4⁄4 | ||||||||
| 20994 |
Fast MCP Task Manager
Claim
Enables AI-powered task management with Google Gemini integration, providing CR…
|
C 56 4⁄3 | ||||||||
| 20995 |
Enables Claude to interact with Evernote notes and notebooks, supporting full-t…
|
C 56 4⁄4 | ||||||||
| 20996 |
A personal MCP server for Claude Desktop that enables task management, note-tak…
|
C 56 4⁄3 | ||||||||
| 20997 |
MCP for Vivado
Claim
An AI-centric MCP server that enables automated Xilinx Vivado workflows, includ…
|
C 56 3⁄3 | ||||||||
| 20998 |
NotebookLM MCP Server
Claim
Enables AI assistants to interact with Google NotebookLM to manage notebooks, s…
|
C 56 4⁄3 | ||||||||
| 20999 |
An MCP server providing comprehensive access to Unlock Protocol on Base and Bas…
|
C 56 4⁄4 | ||||||||
| 21000 |
Telephony MCP Server
Claim
Enables LLMs to make voice calls and send SMS messages through the Vonage API, …
|
C 56 4⁄4 | ||||||||