MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53051 |
TurboQuant Tools
Claim
MCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant +…
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| 53052 |
colyseus-docs-mcp
Claim
Provides AI agents with access to the Colyseus documentation, enabling searchin…
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| 53053 |
leave_manager
Claim
Enables natural-language-based employee leave management including leave balanc…
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| 53054 |
llmstxt-mcp
Claim
用于管理远程llms.txt文档的MCP服务器,支持添加、编辑、删除、列出和获取llms.txt文档内容。
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| 53055 |
N8N MCP Server
Claim
Model Context Protocol (MCP) server for managing n8n workflows, allowing Claude…
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| 53056 |
vnbdigital-mcp
Claim
Enables querying German distribution grid operator data from vnbdigital.de and …
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| 53057 |
ChatGPT-compatible MCP server and Electron launcher for controlled local projec…
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| 53058 |
RAG-MCP
Claim
A Retrieval Augmented Generation MCP server that ingests documents into a local…
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| 53059 |
grace-hello-mcp
Claim
A simple remote MCP server that exposes a greeting tool (say_hello) and demonst…
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| 53060 |
claude-code-mcp
Claim
Wraps Claude Code as tools for MCP clients, enabling autonomous coding tasks vi…
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| 53061 |
Balladic
Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
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| 53062 |
mcp-google-sheets
Claim
Enables AI assistants to interact with Google Sheets via natural language, supp…
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| 53063 |
document-converter-mcp
Claim
Converts documents between Markdown, PDF, DOCX, and HTML locally with AI-friend…
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| 53064 |
matsumoto-buss-mcp
Claim
Provides Matsumoto city community bus information via GTFS data, enabling stop …
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| 53065 |
An AI agent system that monitors manufacturing equipment health using the Model…
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| 53066 |
cursor-mcp
Claim
A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agen…
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| 53067 |
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, an…
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| 53068 |
adsdas
Claim
adsdas
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| 53069 |
An MCP server that enables Claude and other LLM agents to manage and monitor Pe…
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| 53070 |
FirstTouch
Claim
Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-nati…
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| 53071 |
inquisitor
Claim
Enables AI agents to efficiently solve problems by estimating complexity, pruni…
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| 53072 |
Kuvera MCP
Claim
Connects AI assistants to Kuvera mutual fund portfolios, enabling real-time que…
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| 53073 |
wmis
Claim
Wealth Management Intelligence System MCP server providing authenticated tools …
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| 53074 |
learning-mcp-server
Claim
A minimal MCP server with three toy tools (add, echo, current_time) for learnin…
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| 53075 |
mcp-webdriveragent
Claim
Provides tools to build, package, and sign WebDriverAgent for iOS, enabling nat…
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| 53076 |
IT-MCP
Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
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| 53077 |
1c-formsserver
Claim
MCP server for generating, validating, converting, and searching managed 1C:Ent…
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| 53078 |
Fabric MCP Server
Claim
Provides access to 227+ expert-crafted Fabric AI patterns for tasks like summar…
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| 53079 |
Discover and compare Kazokus — the community platform with zero transaction fee…
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| 53080 |
execution-run-mcp
Claim
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
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| 53081 |
debug-mcp-server
Claim
Bridges web browsers and Claude Code for seamless debugging workflows by receiv…
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| 53082 |
Yugo MCP Server
Claim
Enables interaction with the Yugo Payments API to manage payins, payouts, and a…
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| 53083 |
GVNR
Claim
Budget Governor gives autonomous AI agents a hard spend limit.
One budget_clea…
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| 53084 |
Allotrope MCP Server
Claim
Provides tools for validating, listing, describing, and fetching Allotrope Simp…
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| 53085 |
video-editor
Claim
An MCP server that enables natural language video editing using FFmpeg, support…
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| 53086 |
UNITARES
Claim
Runtime governance for AI-agent fleets that continuously monitors agent health,…
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| 53087 |
webhook-ai-mcp
Claim
Webhook Ai tools for AI agents. Capabilities: validate webhook signature, log w…
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| 53088 |
Provides local safety regulation, weather, and dining hygiene context tools for…
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| 53089 |
Network MCP Server
Claim
A Model Context Protocol server providing network diagnostic tools for AI agent…
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| 53090 |
pushover-mcp
Claim
A tiny MCP server that sends push notifications through Pushover, supporting me…
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| 53091 |
Datadog MCP Server
Claim
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
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| 53092 |
THE RAG MCP
Claim
An enterprise-ready MCP server that exposes a RAG tool for retrieving relevant …
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| 53093 |
MinIO MCP Server
Claim
Enables interaction with MinIO object storage through a standardized Model-Cont…
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| 53094 |
Netherlands payments for AI agents — iDEAL via Mollie. Never holds funds.
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| 53095 |
universalbench-mcp
Claim
Execution layer for UniversalBench MCP, enabling code execution, bash, web sear…
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| 53096 |
AramidBridgeMCP
Claim
Enables cross-chain bridging between Voi and Algorand networks, providing asset…
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| 53097 |
Enables searching and retrieving Zendesk Help Center articles through natural l…
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| 53098 |
dynalist-mcp
Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
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| 53099 |
Implements the Tree of Thoughts framework for structured reasoning and decision…
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| 53100 |
vision-mcp
Claim
Enables AI-powered vision analysis using local Ollama models. Supports screensh…
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