MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 6 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21051 |
A comprehensive MCP server providing unified access to the Hedera DeFi ecosyste…
|
B 72 4⁄4 | ||||||||
| 21052 |
Codevira MCP provides persistent memory and project context for AI coding agent…
|
B 72 4⁄3 | ||||||||
| 21053 |
mymir
Claim
Project management for the agentic engineering era.
|
B 72 3⁄3 | ||||||||
| 21054 |
Enables interaction with the Loxo recruitment platform API, facilitating tasks …
|
B 72 4⁄4 | ||||||||
| 21055 |
mcp-probe
Claim
A Model Context Protocol (MCP) client library and debugging toolkit in Rust. Th…
|
B 72 4⁄3 | ||||||||
| 21056 |
obsidian-emergent-mcp
Claim
Provides Claude Code with deep access to an Obsidian vault through 28 tools for…
|
B 72 4⁄3 | ||||||||
| 21057 |
nodebench
Claim
260 MCP tools across 49 domains. AI Flywheel, quality gates, research, web scra…
|
B 72 4⁄3 | ||||||||
| 21058 |
A Windows desktop GUI control MCP server that enables agents to operate semanti…
|
B 72 3⁄3 | ||||||||
| 21059 |
Official MCP server for Automox. Manage devices, patches, and policies in natur…
|
B 72 3⁄3 | ||||||||
| 21060 |
Index source code into a local knowledge base, search with keyword + semantic +…
|
B 72 3⁄3 | ||||||||
| 21061 |
llmwiki
Claim
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect yo…
|
B 72 3⁄3 | ||||||||
| 21062 |
Provides AI assistants with comprehensive access to Azure DevOps services inclu…
|
B 72 4⁄4 | ||||||||
| 21063 |
MCP server for 4K video generation using Google VEO 3.1 — text-to-video, image-…
|
B 72 3⁄3 | ||||||||
| 21064 |
dotnet-template-mcp
Claim
Search, inspect, preview, and create .NET projects from dotnet new templates vi…
|
B 72 3⁄3 | ||||||||
| 21065 |
Connects AI assistants to the Sharesight portfolio tracking platform via the v3…
|
B 72 4⁄4 | ||||||||
| 21066 |
LibreNMS MCP Server is a Python-based Model Context Protocol (MCP) server desig…
|
B 72 4⁄3 | ||||||||
| 21067 |
Enables human-in-the-loop interaction for AI coding workflows through native de…
|
B 72 3⁄3 | ||||||||
| 21068 |
Enables AI agents to launch, monitor, and manage long-running terminal processe…
|
B 72 3⁄3 | ||||||||
| 21069 |
Create gasless market, limit, TWAP, stop-loss, take-profit, and delayed-start s…
|
B 72 3⁄3 | ||||||||
| 21070 |
goku
Claim
Goku is an HTTP load testing application written in Rust
|
B 72 4⁄3 | ||||||||
| 21071 |
Enables AI assistants to interact with Coolify for complete infrastructure mana…
|
B 72 4⁄4 | ||||||||
| 21072 |
Enables AI assistants to interact with Redmine project management systems throu…
|
B 72 4⁄3 | ||||||||
| 21073 |
Manage Komodo through AI assistants
|
B 72 4⁄3 | ||||||||
| 21074 |
Fork of Browser MCP with improved reliability, logging, and exit code handling;…
|
B 72 3⁄3 | ||||||||
| 21075 |
Unity-AI-ProBuilder
Claim
AI-powered 3D modeling tools for Unity ProBuilder. Enables AI assistants to cre…
|
B 72 3⁄3 | ||||||||
| 21076 |
Provides AI agents with read-only access to Google Search Console data, includi…
|
B 72 3⁄3 | ||||||||
| 21077 |
Enables direct access to Norwegian company data — lookup, search, roles, subuni…
|
B 71 3⁄3 | ||||||||
| 21078 |
Discord MCP Server
Claim
Provides 33 tools for managing Discord servers, including channel and role admi…
|
B 71 4⁄4 | ||||||||
| 21079 |
Provides programmable access to Ghostfolio portfolio management and financial d…
|
B 71 3⁄3 | ||||||||
| 21080 |
Stream Deck MCP lets agents build and reconfigure real Elgato Stream Deck profi…
|
B 71 4⁄3 | ||||||||
| 21081 |
Code intelligence MCP server: impact analysis, dependency graphs, dead code det…
|
B 71 4⁄3 | ||||||||
| 21082 |
mcp-management
Claim
A Node.js MCP server that loads plugins, registers tools via the MCP SDK, and e…
|
B 71 3⁄3 | ||||||||
| 21083 |
Enables AI assistants to perform authorized penetration testing and security as…
|
B 71 4⁄3 | ||||||||
| 21084 |
MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
|
B 71 3⁄3 | ||||||||
| 21085 |
Enables AI agents to directly control your real Chrome browser with full contex…
|
B 71 3⁄3 | ||||||||
| 21086 |
MCP Router
Claim
A centralized gateway platform for aggregating and managing multiple Model Cont…
|
B 71 4⁄3 | ||||||||
| 21087 |
MCP server that exposes Redis API to AI models
|
B 71 3⁄3 | ||||||||
| 21088 |
[Codex API](https://www.codex.io) integration for real-time enriched blockchain…
|
B 71 4⁄4 | ||||||||
| 21089 |
A self-evolving engineering playbook system that provides AI assistants with st…
|
B 71 4⁄4 | ||||||||
| 21090 |
Persistent decision memory and contradiction detection for AI coding agents. En…
|
B 71 3⁄3 | ||||||||
| 21091 |
Provides real-time and historical Indian stock market data from NSE and BSE exc…
|
B 71 4⁄4 | ||||||||
| 21092 |
ontosphere
Claim
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs o…
|
B 71 3⁄3 | ||||||||
| 21093 |
A CLI tool for enhancing Claude Desktop with additional capabilities and workfl…
|
B 71 4⁄3 | ||||||||
| 21094 |
vector_mcp
Claim
A server implementation for the Model Context Protocol (MCP) in Ruby.
|
B 71 3⁄3 | ||||||||
| 21095 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) manipulation with 105 tools
|
B 71 3⁄3 | ||||||||
| 21096 |
Translates astronomical constellation patterns and mythological metadata into d…
|
B 71 4⁄4 | ||||||||
| 21097 |
MCP server that exposes a Telegram bot
|
B 71 3⁄3 | ||||||||
| 21098 |
The official C# SDK for Model Context Protocol servers and clients. Maintained …
|
B 71 3⁄3 | ||||||||
| 21099 |
Integrate natural language task management with Todoist. Manage tasks, projects…
|
B 71 4⁄4 | ||||||||
| 21100 |
Generate 27 legal document types across 18 jurisdictions via Ebenova API.
|
B 71 3⁄3 | ||||||||