MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3651 |
Exposes the Swarmia Export API as tools for AI assistants to query engineering …
|
B 76 5⁄5 | ||||||||
| 3652 |
Zmanim MCP Server
Claim
MCP server providing Jewish prayer times (zmanim) calculations for any location…
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B 76 5⁄4 | ||||||||
| 3653 |
Enables LLMs to interact with Google Analytics Admin and Data APIs to retrieve …
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B 76 5⁄5 | ||||||||
| 3654 |
Enables AI assistants to control Bond Bridge smart home devices including ceili…
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B 76 5⁄4 | ||||||||
| 3655 |
Provides programmatic access to Xcode functionality, enabling AI assistants to …
|
B 76 5⁄5 | ||||||||
| 3656 |
A simple MCP server built using FastMCP, TypeScript, ESLint, and Prettier.
|
B 76 5⁄5 | ||||||||
| 3657 |
Enables AI assistants to interact with Mender IoT platform for device managemen…
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B 76 5⁄5 | ||||||||
| 3658 |
A Model Context Protocol server for comprehensive Jupyter notebook manipulation…
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B 76 5⁄5 | ||||||||
| 3659 |
Provides tools for analyzing Instagram engagement metrics, extracting demograph…
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B 76 5⁄5 | ||||||||
| 3660 |
An MCP server that enables users to manage CodebaseHQ tickets and track project…
|
B 76 5⁄5 | ||||||||
| 3661 |
arbor
Claim
The Graph-Native Intelligence Layer for Code.
|
B 76 5⁄4 | ||||||||
| 3662 |
Cursor Sound MCP
Claim
Plays sound effects when Cursor AI completes code generation, providing audio f…
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B 76 5⁄5 | ||||||||
| 3663 |
Provides tools to search and retrieve news across various categories including …
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B 76 5⁄5 | ||||||||
| 3664 |
Enables comprehensive Jenkins automation through MCP interface, allowing users …
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B 76 5⁄5 | ||||||||
| 3665 |
MCP server for understanding AWS spend
|
B 76 5⁄5 | ||||||||
| 3666 |
MCP Server Demo
Claim
A demonstration implementation of the Model Context Protocol server that facili…
|
B 76 5⁄4 | ||||||||
| 3667 |
Enables AI assistants to fetch, search, and organize menu information from For …
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B 76 5⁄5 | ||||||||
| 3668 |
Provides tools to fetch and analyze credit card data with filtering options for…
|
B 76 6⁄6 | ||||||||
| 3669 |
An MCP server that allows users to query and analyze their Apple Health data us…
|
B 76 5⁄4 | ||||||||
| 3670 |
Enables AI assistants to interact with macOS windows through yabai, providing w…
|
B 76 5⁄5 | ||||||||
| 3671 |
A server allowing interaction with Reddit via the public API, enabling browsing…
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B 76 5⁄5 | ||||||||
| 3672 |
A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSe…
|
B 76 5⁄4 | ||||||||
| 3673 |
Enables comprehensive interaction with Google Docs and Google Drive through AI …
|
B 76 5⁄4 | ||||||||
| 3674 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
B 76 5⁄4 | ||||||||
| 3675 |
CStrike v2.6 — Offensive Security Platform. 35+ tools, 9-container Docker stack…
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B 76 5⁄5 | ||||||||
| 3676 |
|
B 76 5⁄4 | ||||||||
| 3677 |
Multi-mode MCP server supporting both Claude Desktop (STDIO) and OpenAI (HTTP/S…
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B 76 5⁄5 | ||||||||
| 3678 |
Enables users to create, edit, and manage PowerPoint presentations across Windo…
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B 76 5⁄5 | ||||||||
| 3679 |
An MCP Server to connect to searXNG instances
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B 76 5⁄4 | ||||||||
| 3680 |
An MCP server that enables AI assistants like Claude to help users manage their…
|
B 76 5⁄5 | ||||||||
| 3681 |
Firefox browser automation via WebDriver BiDi for testing, scraping, and browse…
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B 76 5⁄4 | ||||||||
| 3682 |
Enables LLMs to autonomously retrieve and explore web content by fetching pages…
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B 76 5⁄5 | ||||||||
| 3683 |
MCP Master Puppeteer
Claim
An advanced MCP server for browser automation using Puppeteer, specifically opt…
|
B 76 5⁄4 | ||||||||
| 3684 |
AI image generation and editing with prompt optimization and quality presets. P…
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B 76 5⁄5 | ||||||||
| 3685 |
|
B 76 5⁄4 | ||||||||
| 3686 |
Shared Memory Storage for Multi-Agent Systems
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B 76 5⁄4 | ||||||||
| 3687 |
|
B 76 5⁄4 | ||||||||
| 3688 |
UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for …
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B 76 5⁄5 | ||||||||
| 3689 |
sushimcp
|
B 76 5⁄5 | ||||||||
| 3690 |
Concordium mcp-sever for interacting with the concordium chain
|
B 76 5⁄5 | ||||||||
| 3691 |
zen
Claim
Selfhosted notes app. Single golang binary, notes stored as markdown within SQL…
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B 76 5⁄5 | ||||||||
| 3692 |
A Model Context Protocol server that enables AI-driven automation and testing o…
|
B 76 5⁄4 | ||||||||
| 3693 |
Control Philips Hue lights via Bluetooth LE — no bridge required.
|
B 76 4⁄4 | ||||||||
| 3694 |
Enables batch audio processing and optimization using FFmpeg with preset config…
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B 76 5⁄4 | ||||||||
| 3695 |
Enables LLMs to access, analyze, and extract information from STDF-V4 semicondu…
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B 76 5⁄5 | ||||||||
| 3696 |
Enables Language Models to interact with Notion workspaces through standardized…
|
B 76 5⁄5 | ||||||||
| 3697 |
Empowers AI agents to perform web browsing, automation, and scraping tasks with…
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B 76 5⁄5 | ||||||||
| 3698 |
Provides direct access to 200M+ academic papers from Semantic Scholar, enabling…
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B 76 5⁄4 | ||||||||
| 3699 |
MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
|
B 76 5⁄4 | ||||||||
| 3700 |
zerodust
Claim
Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.
|
B 76 5⁄4 | ||||||||