MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29501 |
weatherforensics-mcp
Claim
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
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| 29502 |
MCP Gemini CLI
Claim
A server that allows interaction with Google's Gemini AI through the Gemini CLI…
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| 29503 |
context7-copy
Claim
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| 29504 |
serverclaude
Claim
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| 29505 |
metatool-app
Claim
MetaMCP is the one unified middleware MCP server that manages your MCP connecti…
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| 29506 |
dbdense
Claim
Offline database schema context for LLM agents. Extract once, serve via MCP — n…
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| 29507 |
todoist-ai
Claim
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| 29508 |
Currency Exchange
Claim
Convert amounts between currencies with up-to-date rates. Get accurate conversi…
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| 29509 |
OpenAI Image Generator
Claim
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 29510 |
Dispatch Tickets
Claim
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
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| 29511 |
paper-download
Claim
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| 29512 |
spotify-mcp
Claim
93-tool Spotify server with smart shuffle, natural language song search, vibe a…
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| 29513 |
Pingfyr
Claim
Enables AI agents to schedule and manage reminders across platforms like email,…
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| 29514 |
Reactive Resume
Claim
Reactive Resume is a free and open-source resume builder designed to simplify t…
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| 29515 |
A local MCP server that transforms an Obsidian vault into a structured learning…
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| 29516 |
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| 29517 |
MCP Office Word Server
Claim
A Python server implementing Model Context Protocol for advanced Microsoft Word…
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| 29518 |
OctoData API Key
Claim
Your OctoData API key. Get free at api.octodamus.com/v1/signup or buy at api.oc…
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| 29519 |
Jokes MCP Server
Claim
Enables users to fetch and display various types of jokes (Chuck Norris, Dad jo…
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| 29520 |
Search CupShup's marketing knowledge base — services, case studies, and insight…
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| 29521 |
webcamexplore
Claim
Explore the World through Live Webcams
Explore the World in Real-Time: 10,000+ …
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| 29522 |
local-filesystem
Claim
Explore and organize files and folders across your workspace. Read, write, move…
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| 29523 |
UNHCR Refugee Statistics
Claim
This MCP (Model Context Protocol) server provides access to UNHCR data through …
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| 29524 |
linewhiz
Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
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| 29525 |
Real-time prediction market consensus data for AI agents
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| 29526 |
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| 29527 |
moltarch
Claim
Marketing intelligence API for AI agents. Get strategic recommendations, build …
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| 29528 |
mcp-checkup
Claim
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
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| 29529 |
chipi-v0-shadcn
Claim
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| 29530 |
Salesforce MCP Server
Claim
A FastAPI-based server that enables interaction with Salesforce through the Mod…
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| 29531 |
mcp-numpy
Claim
An MCP server that exposes NumPy functionality
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| 29532 |
salesroom
Claim
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| 29533 |
Novu MCP Server
Claim
Enables AI agents to interact with Novu's notification system, facilitating ope…
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| 29534 |
Provide secure and detailed analysis of your BingX trading data through a speci…
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| 29535 |
MCP Server POC
Claim
Validate and experiment with Model Context Protocol server implementations supp…
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| 29536 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 29537 |
Git MCP Server
Claim
Enables git repository operations through REST endpoints, providing access to r…
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| 29538 |
warden-mcp
Claim
MCP server for Bitwarden and Vaultwarden vault management. Search, create, edit…
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| 29539 |
Cortex Memory Engine
Claim
Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. E…
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| 29540 |
mcp-server-joeleesuh
Claim
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| 29541 |
Hugging Face MCP Server
Claim
Enables access to 200,000+ machine learning models through the Hugging Face Inf…
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| 29542 |
Activepieces MCP
Claim
An open source toolkit that converts 280+ integrations into MCP servers for use…
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| 29543 |
Ultimate Elementor MCP
Claim
Enables comprehensive WordPress and Elementor management through 60 powerful to…
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| 29544 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 29545 |
Google Drive integration with file operations, folder navigation, search, and s…
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| 29546 |
kevros-mcp
Claim
Governance primitives for autonomous agents — verify actions against policy, re…
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| 29547 |
Aare MCP
Claim
Enables formal verification of LLM outputs against compliance ontologies using …
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| 29548 |
brightdata-mcp
Claim
Discover, extract, and interact with the web - one interface powering automated…
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| 29549 |
Twitch MCP Server
Claim
Enables access to Twitch API data for retrieving channel statistics, viewership…
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| 29550 |
Jira-Next-Gen
Claim
A Model Context Protocol (MCP) server for interacting with Atlassian Jira. Conn…
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