MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32101 |
nexudus-mcp
Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
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| 32102 |
UART MCP Server
Claim
Enables reading UART logs from Windows serial ports and sending text to the UAR…
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| 32103 |
mcp-feedback-enhanced
Claim
MCP server that establishes feedback-oriented development workflows with dual W…
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| 32104 |
@nebuloss/r2-re-mcp
Claim
Stateful radare2 MCP server tailored for reverse-engineering WiFi firmware, wit…
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| 32105 |
connectivity-diagnostics
Claim
Enables AI assistants to perform real network diagnostics on the local machine,…
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| 32106 |
gunsnation-mcp
Claim
The Gunsnation MCP Server is a lightweight integration layer that exposes the G…
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| 32107 |
UK FCA Financial Services Register with cleaning - 19 tools for firm and indivi…
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| 32108 |
standup-mcp
Claim
Generates daily standup drafts from your actual GitHub, Jira, Linear, and Slack…
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| 32109 |
Kraken Pro MCP
Claim
Provides real-time cryptocurrency market data from the Kraken Pro exchange, inc…
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| 32110 |
Lens MCP
Claim
Provides browser-grade web access by rendering pages to markdown, taking screen…
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| 32111 |
Riza MCP Server
Claim
Enables LLMs to securely execute code and manage reusable tools using Riza's is…
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| 32112 |
Trader Journal MCP
Claim
Provides AI-powered trading analytics and coaching by analyzing historical trad…
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| 32113 |
MCP Code Mode
Claim
Universal Python code execution MCP server that lets LLMs write and run Python …
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| 32114 |
RhinoMCP
Claim
A Rhino MCP Server for AI Agents to create and edit Rhino.
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| 32115 |
LedFX MCP Server
Claim
Enables AI assistants to control a local LedFX instance through natural languag…
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| 32116 |
presto-mcp-server
Claim
Integrates Presto construction budgeting software with Claude Code, enabling an…
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| 32117 |
OPA MCP
Claim
Author, validate, debug, and explain OPA Rego policies through any MCP-compatib…
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| 32118 |
PostgreSQL MCP Server
Claim
Exposes PostgreSQL database operations as tools for AI assistants, allowing SQL…
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| 32119 |
A11y Check
Claim
Web accessibility scanning (WCAG 2.2 AA + KWCAG 2.2) with Korean remediation gu…
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| 32120 |
Houki NTA MCP Server
Claim
Enables retrieval and full-text search of Japanese National Tax Agency document…
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| 32121 |
anki-mcp
Claim
Exposes Anki as a set of tools for LLM clients, enabling note creation, search,…
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| 32122 |
pov
Claim
Enables LLM agents to capture screenshots, control mouse/keyboard, and manage w…
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| 32123 |
MCP Calculation Server
Claim
A stateless MCP server that exposes arithmetic operations (add, subtract, multi…
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| 32124 |
drawio
Claim
MCP server for creating and editing diagrams using draw.io. Allows generating d…
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| 32125 |
error2fix
Claim
Provides coding agents with compressed failure context via MCP, reducing the ne…
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| 32126 |
Gemini MCP
Claim
Connects Claude.ai with Google's Gemini API to generate images and videos using…
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| 32127 |
jira-mcp
Claim
A local MCP server that wraps the Jira REST API v3, enabling issue management, …
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| 32128 |
Tableau MCP
Claim
A suite of developer primitives that enable AI applications to integrate with T…
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| 32129 |
MCP Filesystem Agent v3
Claim
A production-ready MCP server enabling Claude and other LLMs to perform intelli…
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| 32130 |
commune-mcp
Claim
Enables AI agents to read, send, and manage email and SMS through Commune's API.
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| 32131 |
@buygit/mcp-server
Claim
The only MCP that returns license + supply-chain risk + popularity + price in a…
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| 32132 |
Connects AI assistants and agentic frameworks to the Graphor API, enabling grap…
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| 32133 |
karve
Claim
Provides persistent semantic memory for Claude Code via local embeddings and si…
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| 32134 |
mcp-figma
Claim
Bridges AI clients to Figma Desktop via Plugin API and WebSocket, enabling real…
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| 32135 |
orz-discord-relay-ws
Claim
Minimal Discord Gateway relay for Claude Code and any MCP client using raw WebS…
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| 32136 |
todos-mcp
Claim
A todo list manager with MCP integration that enables AI assistants to create, …
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| 32137 |
ai-care-agent-mcp
Claim
MCP server for headless care coordination, providing tools for case-aware provi…
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| 32138 |
Alloy MCP Server
Claim
Enables Claude to write, compile, and execute formal verification models in All…
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| 32139 |
fast-webfetch-mcp
Claim
A high-performance MCP server for web fetching in Claude Code using Firecrawl b…
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| 32140 |
Enables AI assistants to access real-time stock, crypto, and market index data …
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| 32141 |
Automatically classify and triage GitHub issues using AI to apply labels, post …
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| 32142 |
crossref-mcp-server
Claim
Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossr…
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| 32143 |
material-web-mcp
Claim
Provides programmatic access to Material Web documentation and components for A…
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| 32144 |
mcp-metals-api
Claim
Wraps the Metals-API to provide real-time precious metals data (gold, silver, p…
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| 32145 |
jira-mcp
Claim
This MCP server enables interaction with Atlassian products (Jira and Confluenc…
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| 32146 |
mcp-agent-app
Claim
Converts GeoJSON geometries into 3D triangulated meshes using a local LLM (Olla…
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| 32147 |
Sozio Thin
Claim
Enables reproducible analysis of 100 curated Swiss open-data resources by searc…
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| 32148 |
Multi-engine container and system vulnerability scanning for AI agents. Wraps T…
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| 32149 |
fitness-agent-mcp
Claim
A universal fitness intelligence layer for AI assistants like Claude, ChatGPT, …
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| 32150 |
data-explore
Claim
An MCP server for dataset exploration and analysis, enabling LLM clients to per…
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