MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 4 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49501 |
Task Planner MCP Server
Claim
Enables AI assistants to create, manage, and break down tasks into subtasks wit…
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| 49502 |
MCP Ping Server
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Enables Claude Desktop to perform network ping tests and internet connectivity …
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| 49503 |
ashare-mcp
Claim
Production-grade MCP server for Chinese A-share market data, offering 30 tools …
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| 49504 |
CRREM MCP Server
Claim
Provides CRREM v2.05 carbon pathway data for real estate decarbonization analys…
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| 49505 |
Medium MCP Server
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Enables programmatic interaction with Medium's content ecosystem for intelligen…
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| 49506 |
psychosynth
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Psychometric data marketplace: Big Five profiles, cognitive biases & behavioral…
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| 49507 |
Spotify MCP Server
Claim
Connects Claude to Spotify for music discovery, playlist creation, and collecti…
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| 49508 |
mcp-movidesk
Claim
Read-only MCP server for querying Movidesk tickets through the public Movidesk …
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| 49509 |
Greynoise
Claim
GreyNoise Community MCP — internet scanner classification (free tier with key)
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| 49510 |
kd-mcp
Claim
Controls kd.exe for KDNET kernel debugging on Windows, often paired with winrm-…
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| 49511 |
Pedalpalooza MCP Server
Claim
Fetches bike ride events from the Pedalpalooza calendar and allows LLMs to quer…
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| 49512 |
Deprecated MCP server wrapper for ms365-email-cli that exposes Microsoft 365 em…
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| 49513 |
cookwith-mcp
Claim
AI-powered recipe generation and transformation tools by Cookwith
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| 49514 |
Agnes Image MCP Server
Claim
Enables text-to-image generation using Agnes Image 2.1 Flash via OpenAI-compati…
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| 49515 |
instruckt-mcp
Claim
MCP server for instruckt visual annotations. Enables AI agents to retrieve pend…
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| 49516 |
fallestatepractice-mcp
Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
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| 49517 |
extend
Claim
Turn documents into structured data: parse, extract, classify, split, and fill …
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| 49518 |
Wazuh MCP Server
Claim
Enables integration between Wazuh security platform and AI applications through…
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| 49519 |
react-docs
Claim
MCP server providing AI coding assistants with documentation and source code fo…
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| 49520 |
Remote Shell MCP
Claim
Enables secure remote workspace management over SSH, supporting file operations…
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| 49521 |
Code Intelligence MCP
Claim
An MCP server that recommends UI components and utility methods from private co…
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| 49522 |
Proxychains MCP Server
Claim
Enables dynamic management and execution of proxy chains on a remote Linux host…
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| 49523 |
Video Tools MCP
Claim
An MCP server enabling video processing via natural language: transcription wit…
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| 49524 |
WEATHGARDS
Claim
Exposes MCP tools that enable remote LLMs to query local Docker containers, OS …
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| 49525 |
Outlit
Claim
Outlit gives agents real-time understanding of customers to automate support an…
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| 49526 |
Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zer…
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| 49527 |
BrewBoard CRM MCP Server
Claim
Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
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| 49528 |
A comprehensive MCP server and client implementation in Python exposing tools (…
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| 49529 |
nasa
Claim
MCP server that wraps three NASA public APIs (Astronomy Picture of the Day, Mar…
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| 49530 |
mcp-sap-cpi
Claim
Connects Claude to SAP Cloud Platform Integration (CPI) to diagnose failed mess…
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| 49531 |
calendar-mcp
Claim
China holidays and lunar calendar lookup, solar-to-lunar conversion and yearly …
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| 49532 |
AI Delivery MCP
Claim
Automates task delivery by providing tools for running delivery workflows, crea…
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| 49533 |
VisiblyAI MCP Server
Claim
Provides SEO tools for Claude Code, including free local tools and paid API-pow…
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| 49534 |
Enables AI coding assistants to manage Alibaba Cloud databases by creating inst…
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| 49535 |
Axon
Claim
Axon is an MCP server that provides root-cause debugging and vulnerability dete…
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| 49536 |
setlist-mcp
Claim
setlist.fm concert data for Claude — setlists, artists, venues, tours, and citi…
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| 49537 |
mcp-telegram-claudecode
Claim
Enables Claude Code to send and receive messages via Telegram for remote intera…
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| 49538 |
Gemini MCP
Claim
Connects Claude.ai with Google's Gemini API to generate images and videos using…
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| 49539 |
llm-skills-mcp-poc
Claim
MCP server exposing a shared pr-review skill with tools to list, get, run, and …
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| 49540 |
An MCP server that enables LLMs to interact with Moxie CRM. Provides comprehens…
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| 49541 |
accform-layout-mcp
Claim
Local MCP server and CLI for Access layout files, rendered to SVG without Micro…
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| 49542 |
Data Commons MCP Server
Claim
Enables AI agents to query and retrieve public statistical data from Data Commo…
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| 49543 |
Homey-Wan-Kenobi MCP
Claim
MCP server for Homey Pro: 60 tools for devices, flows, energy, and Z-Wave/Zigbe…
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| 49544 |
Superjolt MCP Server
Claim
Enables AI-powered infrastructure management of JavaScript applications via nat…
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| 49545 |
vsfclub
Claim
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| 49546 |
cds-mcp
Claim
MCP server for searching and retrieving documents, metadata, and files from CER…
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| 49547 |
MCP Prompt Library
Claim
Enables AI-assisted development by providing a library of 110+ curated prompts,…
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| 49548 |
Provides real-time cryptocurrency data, technical analysis, and market informat…
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| 49549 |
Corvus
Claim
Solana DeFi Intelligence MCP server enabling natural language queries for walle…
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| 49550 |
Agent Skills API
Claim
A multi-agent system for code rules management using MCP, supporting search, ge…
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