MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45751 |
Playwright
Claim
Provides browser automation capabilities using Playwright, enabling LLMs to int…
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| 45752 |
guxi
Claim
webgl流体模拟
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| 45753 |
omada-mcp
Claim
A Model Context Protocol server that enables AI assistants to read and safely m…
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| 45754 |
CrawMcp
Claim
Self-hosted MCP server for web crawling that bypasses anti-bot walls and JS cha…
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| 45755 |
touchdesigner-mcp
Claim
An MCP server for TouchDesigner that lets you control TouchDesigner with Claude
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| 45756 |
Mi-Mi-Mi MCP
Claim
Adds emotional reactions (emojis, text, sounds) to code generation in opencode,…
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| 45757 |
Medical Billing MCP
Claim
Enables AI assistants to look up medical billing codes, denial reasons, and pay…
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| 45758 |
Enables AI coding agents to scan smart contracts and code for vulnerabilities, …
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| 45759 |
Fetches YouTube video transcripts with timestamps and provides them to LLM agen…
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| 45760 |
public_promo
Claim
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| 45761 |
WebFetch MCP Server
Claim
Fetches web pages, converts HTML to markdown, and uses Claude to answer questio…
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| 45762 |
Rodin Gen-2 MCP Server
Claim
MCP server for integrating with Rodin Gen-2 API to generate 3D models from text…
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| 45763 |
ssh-alias-mcp
Claim
Enables AI agents to SSH into Linux servers, run commands, deploy code, and man…
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| 45764 |
LocalAnt
Claim
LocalAnt is a local-first MCP gateway that lets ChatGPT control your PC through…
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| 45765 |
mcp-server
Claim
Interactive video forms that capture authentic responses. Build engaging forms …
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| 45766 |
ai-persona
Claim
An MCP protocol server that supports multi-AI personality summoning and collabo…
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| 45767 |
After Effects MCP Server
Claim
Enables AI assistants to control Adobe After Effects through the MCP protocol, …
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| 45768 |
API-to-MCP Converter
Claim
Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
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| 45769 |
Redmine MCP Server
Claim
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
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| 45770 |
Cakemail API MCP Server
Claim
An MCP server that provides AI agents with direct access to authoritative Cakem…
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| 45771 |
Jenkins AI Optimizer
Claim
Enterprise-grade MCP server for Jenkins CI/CD integration that enables AI assis…
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| 45772 |
Zenskar MCP Server
Claim
Enables natural language interaction with the Zenskar billing platform, coverin…
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| 45773 |
Birding Planner
Claim
MCP server for birding trip planning with migration forecasts, hotspot analysis…
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| 45774 |
0g-chain-mcp
Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
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| 45775 |
teste
Claim
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| 45776 |
ncbi-datasets-mcp
Claim
An MCP server that gives Claude access to NCBI Datasets v2 — search genome asse…
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| 45777 |
Enables interaction with Hashnode's tools and services through a unified API us…
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| 45778 |
re-apktool
Claim
MCP server for Android APK triage, providing tools to parse APK headers, list D…
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| 45779 |
mcp-web-fetch
Claim
Enables token-efficient web reading and HTTP requests for MCP agents, with tool…
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| 45780 |
Excalidraw MCP Server
Claim
Generates beautiful Excalidraw diagrams from natural language descriptions usin…
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| 45781 |
GDB Lite MCP
Claim
A lightweight MCP server that enables LLM agents to interact with GDB for debug…
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| 45782 |
pentest-copilot
Claim
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| 45783 |
CalledIT
Claim
A judgment game played by Humans VS AI bots
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| 45784 |
mcp-maritime
Claim
Provides real-time maritime weather data, tropical cyclone warnings, and route …
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| 45785 |
gst-validator-mcp
Claim
Validates Indian GSTIN numbers with structural checks, embedded PAN extraction,…
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| 45786 |
A2A GOSCE Agents
Claim
GOSCE Portfolio Router
Single entry point for the GOSCE agent portfolio. Routes…
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| 45787 |
xuanxue-bazi-matching
Claim
Deterministic Chinese divination APIs (BaZi/QiMen/ZiWei/MeiHua/LiuYao/LiuRen) x…
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| 45788 |
mcp-weather
Claim
Provides real-time weather alerts and forecasts from the National Weather Servi…
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| 45789 |
opendss-mcp-server
Claim
Connects Claude AI with EPRI's OpenDSS power system simulator, enabling convers…
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| 45790 |
Enables AI assistants to read Garmin health and fitness data from the Chinese v…
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| 45791 |
Kontext MCP Server
Claim
Portable, provider-agnostic memory for AI agents using Azure Data Explorer (Kus…
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| 45792 |
Ableton MCP
Claim
Control your Ableton with this MCP and get started to make music
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| 45793 |
MeetGeek MCP Server
Claim
Enables AI tools to access and manage MeetGeek meetings, including transcripts,…
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| 45794 |
soi-mcp
Claim
Provides IRS income and tax statistics by ZIP code, enabling LLM agents to quer…
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| 45795 |
Podcast Index MCP
Claim
Wraps the Podcast Index API (podcastindex.org) to enable AI agents to search an…
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| 45796 |
web-search-mcp
Claim
Provides web and image search using the Doubao (Volcengine) API with configurab…
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| 45797 |
storytelling-media-mcp
Claim
Provides tools for agent-driven video creation, including image generation via …
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| 45798 |
re-patch
Claim
MCP server for on-disk patching of binary artifacts with SHA-256 manifest, byte…
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| 45799 |
PlantUML MCP Server
Claim
Enables generating PlantUML diagrams directly from Claude Desktop, with tools t…
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| 45800 |
RenderDoc MCP Server
Claim
Enables AI assistants to access RenderDoc capture data and assist in graphics d…
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