MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 1 hour, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32101 |
Sample Server
Claim
A demo MCP server built with FastMCP that provides weather, calculation, and cu…
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| 32102 |
MCP AI Chat Server
Claim
A Laravel-based AI-powered chat interface for business management operations, e…
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| 32103 |
Gameball MCP Server
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Unified MCP server for Gameball's documentation and API integration, enabling d…
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| 32104 |
mcp111
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| 32105 |
mcp-redis-diagnostics
Claim
A lightweight npm MCP server for deep Redis diagnostics, offering tools for mem…
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| 32106 |
embedded-mcp
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Lets AI assistants read, command, and debug microcontrollers over a serial conn…
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| 32107 |
shieldly-mcp
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Enables AI assistants to analyze AWS IAM policies and CloudFormation templates …
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| 32108 |
Polymarket MCP Server
Claim
Enable Claude to autonomously trade, analyze, and manage positions on Polymarke…
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| 32109 |
mcp-dropbox
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MCP server that enables agents to save documents to Dropbox, offering tools for…
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| 32110 |
MCP Configurator Server
Claim
Manages, edits, backups, and validates Claude Desktop and other client JSON con…
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| 32111 |
fizzy-mcp
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MCP server for Fizzy, Basecamp's open-source Kanban tool. Enables AI assistants…
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| 32112 |
wardrowbe-mcp
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Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, i…
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| 32113 |
Arthas MCP Server
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Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
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| 32114 |
ravendb-mcp
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A Model Context Protocol server that enables AI assistants to interact with Rav…
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| 32115 |
mcp
Claim
Crypto MCP — 99 tools across news, market, on-chain, sentiment, indicators, age…
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| 32116 |
agentic-ssh-mcp
Claim
Enables secure SSH command execution and log retrieval with intelligent summari…
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| 32117 |
Foam-Agent
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Automates OpenFOAM CFD simulations via MCP, enabling AI agents to mesh, run, an…
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| 32118 |
mcp-opendata-swiss
Claim
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
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| 32119 |
Cochrane MCP
Claim
Turns the Cochrane Library into a tool for AI agents to search and retrieve cli…
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| 32120 |
@zhangzwd/mcp-gateway
Claim
A lightweight MCP gateway that aggregates multiple MCP services into a unified …
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| 32121 |
SmartShift MCP
Claim
Enables management of work schedules through KakaoTalk native calendar integrat…
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| 32122 |
GroundMemory
Claim
An MCP-native, local-first memory server that gives AI agents persistent, struc…
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| 32123 |
ffl-mcp
Claim
MCP server for ffl. Let AI share anything for you.
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| 32124 |
OwlOCR MCP
Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
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| 32125 |
Drive-Time Plotter MCP
Claim
Analyzes traffic patterns throughout the day using Google Maps API and provides…
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| 32126 |
TON BLOCKCHAIN MCP
Claim
An MCP server enabling natural language queries for TON blockchain data, includ…
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| 32127 |
Kilkaya MCP Server
Claim
MCP server for the Kilkaya analytics API, enabling querying analytics data, lis…
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| 32128 |
outlook-evidence-mcp
Claim
Enables read-only search and export of Outlook emails and attachments with a ch…
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| 32129 |
MCP Server
Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
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| 32130 |
mcp-arcgis-lakecountyil
Claim
Enables searching and querying Lake County, Illinois open geospatial data (parc…
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| 32131 |
Hermes Action Bridge
Claim
Delegate real-world actions from Claude Code, Codex, and other agents to Hermes…
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| 32132 |
An MCP server that exposes Google Docs and Gmail capabilities to LLMs via SSE t…
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| 32133 |
invarium
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| 32134 |
Google MCP Agent
Claim
Enables interaction with Gmail, Google Drive, and Google Classroom through Fast…
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| 32135 |
A Model Context Protocol (MCP) server that enables remote access to OpenCode AI…
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| 32136 |
agent-fde
Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
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| 32137 |
nessus_mcp_server
Claim
Enables AI assistants to manage Nessus vulnerability scans, analyze results, an…
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| 32138 |
mcp-ffmpeg
Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
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| 32139 |
Enables Claude Desktop to manage personal expenses through natural language, pr…
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| 32140 |
Report issues related to MCP integration with Claude here.
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| 32141 |
A minimal network monitoring MCP tool for Playwright browser automation. Just 5…
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| 32142 |
Fitbit MCP
Claim
Local-first MCP server that connects AI agents to your Fitbit activity, sleep, …
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| 32143 |
Hermes MCP Bridge
Claim
Read-only MCP bridge exposing Hermes gateway monitoring tools (status, mission …
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| 32144 |
gsap-mcp
Claim
A static code generation server for GSAP animations. It provides 18 tools to ge…
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| 32145 |
github-portfolio
Claim
Enables fetching public repositories for a given GitHub username, returning cur…
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| 32146 |
GRESB MCP Server
Claim
Enables interaction with GRESB's Real Estate ESG Benchmarking API, allowing use…
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| 32147 |
MCP server that integrates with AnyList for managing shopping lists, recipes, a…
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| 32148 |
programmatic-mcp
Claim
A meta MCP server that orchestrates other MCP servers by lazily connecting to t…
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| 32149 |
OpenCode MCP Server
Claim
Refines development prompts and stores semantic memory to save tokens in comple…
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| 32150 |
MEOK MCP Hardening MCP
Claim
Automated security red-team for any MCP server that scans manifests against OWA…
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