MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 3 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44051 |
Steadwing MCP
Claim
Your autonomous 24/7 on-call engineer!
Get a detailed RCA along with the solut…
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| 44052 |
Provides comprehensive mathematical differentiation capabilities using symbolic…
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| 44053 |
Angular DS MCP Server
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An MCP server that brings the Phenom Angular Design System into Claude Code and…
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| 44054 |
hide12131232
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| 44055 |
Talk to Figma MCP
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Enables AI agents to directly control Figma Desktop via MCP, supporting UI crea…
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| 44056 |
MCP Server Templates
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Provides production-grade starter templates for MCP servers with permission bou…
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| 44057 |
powerbi-mcp-proxy
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A self-hosted MCP server that proxies MCP clients to Power BI, using your own E…
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| 44058 |
Resolve company name, domain, or LinkedIn into one canonical identity with conf…
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| 44059 |
mailsnail
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An open-source MCP server for sending physical mail (letters, postcards, certif…
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| 44060 |
Git-Fabric Gateway
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A central tool aggregator that routes and orchestrates multiple fabric apps thr…
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| 44061 |
Pay-per-call chat on GPT-6.1, Claude, Gemini and Grok over x402. No API key; a …
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| 44062 |
reddit-mcp-server
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| 44063 |
OSM MCP Analytics Server
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Provides advanced geospatial analytics for OpenStreetMap, including neighborhoo…
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| 44064 |
Enables LLMs to query the RCE Cultural Heritage SPARQL endpoint using ontology …
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| 44065 |
Google Business MCP
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Read-only MCP server for Google Merchant Center, Google Search Console, Google …
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| 44066 |
Generates formal string diagram visualizations of Lushy brick compositions, ena…
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| 44067 |
embedded-mcp
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Lets AI assistants read, command, and debug microcontrollers over a serial conn…
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| 44068 |
mcp-token-saver
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Real-time Claude.ai subscription awareness for AI coding assistants. Surfaces l…
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| 44069 |
graylog-mcp
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Enables querying Graylog log management system for messages using natural langu…
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| 44070 |
mnemory
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Self-hosted MCP server giving AI agents persistent memory for personalization a…
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| 44071 |
An MCP server that enforces runtime authorization for tool calls using Stage0 p…
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| 44072 |
Nederlandstalige horoscopen: dag, week, maand en jaar per sterrenbeeld, match, …
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| 44073 |
classquill-mcp
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Read-only MCP server for ClassQuill, a tutoring-business-management platform.
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| 44074 |
MySQL MCP Server
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Connects MCP-compatible clients like Claude to a MySQL database, enabling schem…
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| 44075 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 44076 |
ARIA
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Autonomously researches any topic: searches web, scrapes sources, extracts insi…
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| 44077 |
Enables querying Slovenian competition data including AVK enforcement decisions…
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| 44078 |
kagi-server
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MCP server integrating the Kagi Search API to perform web searches using the ka…
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| 44079 |
Enables AI to save, organize, search, and synthesize research materials using a…
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| 44080 |
Memory MCP Server
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Enables agents to maintain persistent memory through three-tiered architecture:…
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| 44081 |
haus
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OneHaus household tools: tasks, calendar, contacts, pets, vehicles, documents a…
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| 44082 |
MCP Local FastMCP Server
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A FastMCP server providing web search, scraping, image extraction, and mail pla…
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| 44083 |
OSV-Scanner-MCP
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Enables scanning Java (Maven) projects for known vulnerabilities via natural la…
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| 44084 |
Kuvera MCP
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Connects AI assistants to Kuvera mutual fund portfolios, enabling real-time que…
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| 44085 |
Kobo MCP Server
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Enables reading and writing to KoBoToolbox via MCP, including creating forms, d…
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| 44086 |
wunder-user-mcp
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An MCP server that exposes the Wunder Mobility v2 end-user API as tools, enabli…
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| 44087 |
Enables AI assistants to diagnose, troubleshoot, and manage PC settings on Wind…
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| 44088 |
An MCP server that lets AI assistants create, edit, render, and export 3D model…
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| 44089 |
ProjectMemory
Claim
A proof-of-concept MCP server for security research demonstrating a multi-phase…
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| 44090 |
Smart File Manager MCP
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An AI-powered file management system that integrates with Claude Desktop to pro…
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| 44091 |
nis2-compliance-mcp
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NIS2 Directive (EU 2022/2555) compliance for AI agents. 10 Article 21 risk-mana…
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| 44092 |
OpenCode MySQL Connector
Claim
A MySQL MCP server providing tools to query and explore MySQL databases via std…
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| 44093 |
todo-mcp-server
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Enables Gemini CLI and other AI assistants to manage todos (create, read, updat…
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| 44094 |
mcp-myvariant
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Enables querying metadata from MyVariant.info, a comprehensive variant annotati…
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| 44095 |
origin-MCP
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Enables AI assistants to control Origin 2025b for scientific plotting via natur…
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| 44096 |
mcp-nextdoor
Claim
An MCP server for Nextdoor that automates neighborhood feed browsing, marketpla…
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| 44097 |
EVM MCP Server
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Comprehensive Model Context Protocol server that enables AI agents to interact …
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| 44098 |
glassbox-framework
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Runtime constitutional verification for AI answers — claim reasoning, ECS, red …
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| 44099 |
mcp-foundry
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An MCP server providing AI-powered weather tools via Google Generative AI, enab…
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| 44100 |
SqlDb-MCP-Server
Claim
Enables AI assistants to query SQL Server databases and retrieve schema informa…
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