MCP Server Quality Scores
Independent quality analysis of 50632 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
Newly Added
mcp Altoviz MCP Server Thrivee — Personal Finance Intelligence Ezi Home Services voip.ms| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14901 |
Enables access to prompt templates managed in MLflow through Claude Desktop, al…
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F 30 5⁄5 | ||||||||
| 14902 |
A Model Context Protocol server that enables collaborative debates between mult…
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F 30 5⁄5 | ||||||||
| 14903 |
Enhances Claude AI with persistent memory storage for Infrastructure-as-Code co…
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F 30 5⁄5 | ||||||||
| 14904 |
A Model Context Protocol server that extracts and analyzes Python code structur…
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F 30 5⁄4 | ||||||||
| 14905 |
Built as a Model Context Protocol (MCP) server that provides advanced web searc…
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F 30 5⁄5 | ||||||||
| 14906 |
Enables AI models to perform MySQL database operations through a standardized i…
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F 30 5⁄5 | ||||||||
| 14907 |
Qurio brings multi-provider models, custom agents, reusable skills, MCP servers…
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F 30 5⁄4 | ||||||||
| 14908 |
FastMCP is a comprehensive MCP server allowing secure and standardized data and…
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F 30 5⁄5 | ||||||||
| 14909 |
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
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F 30 5⁄5 | ||||||||
| 14910 |
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functio…
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F 30 5⁄4 | ||||||||
| 14911 |
Provides access to the Netherlands National Archive collections through OAI-PMH…
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F 30 5⁄5 | ||||||||
| 14912 |
Serves prompt templates through a standardized protocol for transforming basic …
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F 30 5⁄5 | ||||||||
| 14913 |
An MCP server greeting
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F 30 5⁄4 | ||||||||
| 14914 |
Persistent memory and automatic git snapshots for Claude Code, capturing decisi…
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F 30 5⁄4 | ||||||||
| 14915 |
Triplewhale MCP Server
|
F 30 6⁄4 | ||||||||
| 14916 |
Enables Claude Desktop to interact with Snowflake databases through natural-lan…
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F 30 5⁄4 | ||||||||
| 14917 |
A basic MCP server adapted from the official quickstart guide that provides wea…
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F 30 5⁄4 | ||||||||
| 14918 |
AI-powered brand identity generation via MCP with design tokens, typography, an…
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F 30 5⁄4 | ||||||||
| 14919 |
Analyze stocks and SEC filings to surface key insights, from price and volume t…
|
F 30 6⁄6 | ||||||||
| 14920 |
A Python-based MCP server that integrates OpenAPI-described REST APIs into MCP …
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F 30 5⁄5 | ||||||||
| 14921 |
Unifies glossary lookup, composition design and validation, certification prepa…
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F 30 5⁄5 | ||||||||
| 14922 |
MCP server that provides browser automation capabilities through a Chrome exten…
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F 30 5⁄4 | ||||||||
| 14923 |
Enables AI agents to analyze videos and images using Qwen3-VL deployed on Modal…
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F 30 5⁄5 | ||||||||
| 14924 |
Provides comprehensive BioPython capabilities for biological sequence analysis,…
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F 30 5⁄5 | ||||||||
| 14925 |
A Model Context Protocol server for managing prompt templates as markdown files…
|
F 30 5⁄4 | ||||||||
| 14926 |
Production-ready integration of Microsoft Agent Framework with MCP, enabling AI…
|
F 30 5⁄5 | ||||||||
| 14927 |
Let AI agents interact with serial devices — list ports, connect, send, and rea…
|
F 30 5⁄5 | ||||||||
| 14928 |
Search VeChain documentation, query on-chain data, and fetch fee suggestions wi…
|
F 30 6⁄6 | ||||||||
| 14929 |
Enables AI agents to write and execute Python code in an isolated sandbox that …
|
F 30 5⁄4 | ||||||||
| 14930 |
An MCP server that enables users to review and refine AI outputs through a loca…
|
F 30 5⁄4 | ||||||||
| 14931 |
Enables managing an organic stevia products e-commerce store through natural la…
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F 30 5⁄5 | ||||||||
| 14932 |
A secure server that allows LLM applications like Claude to execute whitelisted…
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F 30 5⁄4 | ||||||||
| 14933 |
Enables LLMs to organize and manage Windows file systems with intelligent file …
|
F 30 5⁄4 | ||||||||
| 14934 |
Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
|
F 30 6⁄6 | ||||||||
| 14935 |
Provides tools to interact with the HireBase Job API, enabling users to search …
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F 30 5⁄5 | ||||||||
| 14936 |
An MCP server that integrates Alibaba Cloud DashScope's FLUX model to provide A…
|
F 30 5⁄5 | ||||||||
| 14937 |
Enables management of Sprite VMs through interactive dashboards and terminal in…
|
F 30 6⁄6 | ||||||||
| 14938 |
next-devtools-mcp is a Model Context Protocol (MCP) server that provides Next.j…
|
F 30 6⁄6 | ||||||||
| 14939 |
Provides AI coding assistant rules and guidelines for Bürokratt modules, includ…
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F 30 5⁄5 | ||||||||
| 14940 |
The Model Context Protocol (MCP) server provides a conversational interface for…
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F 30 5⁄5 | ||||||||
| 14941 |
Provides access to official MeteoSwiss weather data, including regional reports…
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F 30 5⁄5 | ||||||||
| 14942 |
Best people search engine that reduces the time spent on talent discovery
|
F 30 5⁄5 | ||||||||
| 14943 |
A Model Context Protocol server that bridges AI assistants like Claude with Wor…
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F 30 5⁄5 | ||||||||
| 14944 |
An MCP server that interfaces with Google NotebookLM to enable autonomous acade…
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F 30 5⁄5 | ||||||||
| 14945 |
An MCP server for retrieving and filtering logs from Mezmo with a quota-conscio…
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F 30 5⁄5 | ||||||||
| 14946 |
Enables users to manage Kanban-style tasks with priorities, tags, and statuses …
|
F 30 5⁄5 | ||||||||
| 14947 |
A starter template for building custom MCP servers with example tools, TypeScri…
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F 30 5⁄5 | ||||||||
| 14948 |
This repository is the official companion for the Azure AI Foundry Agent Servic…
|
F 30 5⁄4 | ||||||||
| 14949 |
Fetches web page content, converts it to Markdown, and optionally processes it …
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F 30 5⁄5 | ||||||||
| 14950 |
An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genom…
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F 30 5⁄5 | ||||||||