MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
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| 49051 |
gobox-mcp
Claim
Enables AI agents and automation tools to interact with the Gobox e-commerce pl…
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| 49052 |
An MCP server that provides tools and resources to access company financial fil…
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| 49053 |
discord-mcp
Claim
Enables LLMs to read and send Discord messages, list servers and channels, and …
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| 49054 |
mcp-waifu-chat
Claim
Enables chatting with an AI waifu character through MCP tools, with user manage…
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| 49055 |
ClariLayer
Claim
Individual-analyst context layer over MCP: bootstrap, reconcile, and remember y…
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| 49056 |
Client Onboarding MCP
Claim
Enables querying client onboarding status and basic client info (name, family) …
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| 49057 |
ShapeItUp
Claim
Enables AI agents to write TypeScript to create, render, verify, and export par…
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| 49058 |
Weather MCP Server
Claim
Enables weather data retrieval and analysis through an MCP server interface wit…
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| 49059 |
adb_mcp_server
Claim
Enables remote control of Android devices via ADB, including screen operations,…
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| 49060 |
whichmodel-mcp
Claim
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
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| 49061 |
gacha-daily-mcp
Claim
Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architectu…
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| 49062 |
Claude Synergy
Claim
Provides a local, queryable mirror of changelogs from Anthropic and related AI …
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| 49063 |
MCP2OSC
Claim
Enables natural language control of OSC (OpenSoundControl) messages, allowing u…
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| 49064 |
Simple MCP MySQL Server
Claim
Enables AI assistants to securely interact with MySQL databases, including list…
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| 49065 |
jitsi-mcp-server
Claim
MCP server that enables AI agents to join Jitsi Meet rooms, send/receive chat, …
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| 49066 |
RSS MCP Server
Claim
Enables RSS feed management using the Fever API, supporting retrieval of feeds,…
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| 49067 |
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
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| 49068 |
otp-mcp-server
Claim
Public MCP for OTP (orgtp.com). Query cross-org best practices, learnings, publ…
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| 49069 |
tacc-mcp-bio
Claim
Enables Claude Code to interact with a TACC or SLURM HPC cluster for bioinforma…
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| 49070 |
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
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| 49071 |
Enables automated Python code quality checks including linting, complexity anal…
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| 49072 |
agentpromocode
Claim
ACDP reference MCP server for promo-code resolution and checkout feedback.
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| 49073 |
@rendershot/mcp-server
Claim
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
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| 49074 |
Enables AI-powered automated testing, security scanning, code review, and maint…
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| 49075 |
MCP_Python
Claim
MCP server deployed on Azure Functions that provides a LearnAgent tool to searc…
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| 49076 |
Marketcaper lets AI clients compare crypto, stocks, fiat currencies, GDP, and b…
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| 49077 |
zapper-mcp
Claim
An MCP server that exposes the Zapper DeFi portfolio API, enabling LLMs to quer…
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| 49078 |
Search and discover any API using natural language. 163+ providers with auto-di…
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| 49079 |
mcp-grafana
Claim
In-cluster MCP server for read-only diagnostics of Grafana, Prometheus, Alertma…
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| 49080 |
x402-mcp
Claim
177 crypto market intel endpoints with auto x402 USDC micropayments from your A…
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| 49081 |
Enables image generation using Google's Gemini 2 API with customizable paramete…
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| 49082 |
Odoo Dev MCP Server
Claim
An Odoo module that embeds an MCP server, enabling AI agents to directly access…
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| 49083 |
UniArticles MCP Server
Claim
Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…
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| 49084 |
GetCurrentOffer
Claim
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
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| 49085 |
Video Fetch MCP
Claim
Enables downloading videos from 1000+ platforms including YouTube, Bilibili, Ti…
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| 49086 |
vivado-mcp-agent
Claim
MCP server for deterministic Vivado FPGA automation including project scaffoldi…
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| 49087 |
Enables LLMs to extract bibliographic metadata from URLs and identifiers like D…
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| 49088 |
my-project
Claim
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| 49089 |
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
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| 49090 |
HG MCP Server
Claim
Enables AI assistants to interact with Mercurial repositories, supporting versi…
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| 49091 |
browserspendguard-mcp
Claim
Approval receipts for AI browser purchases.
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| 49092 |
easydeploy-ai-mcp
Claim
A Model Context Protocol (MCP) server that exposes the EasyDeploy public REST A…
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| 49093 |
tdlib-mcp-server
Claim
Connects AI agents to Telegram via the official TDLib library, enabling tools l…
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| 49094 |
dcc-mcp-fpt
Claim
Bridges AI assistants to Autodesk ShotGrid (Flow Production Tracking) data, ena…
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| 49095 |
Enables querying and managing daily store sales data stored in CSV files, inclu…
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| 49096 |
sfgraph
Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
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| 49097 |
Raven
Claim
Design intelligence for AI-generated UI — principles, patterns, content, brand,…
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| 49098 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
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| 49099 |
MCP server for SAP Cloud ALM, providing 54 tools across 9 services to manage fe…
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| 49100 |
SwapWizard
Claim
Non-custodial DeFi for AI agents: swaps, concentrated liquidity (V3/V4) zaps + …
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