MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 4 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58451 |
rag-mcp
Claim
An MCP knowledge server that enables saving and retrieving memory across sessio…
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| 58452 |
Enables a weekly review of Todoist tasks by listing overdue tasks with key sign…
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| 58453 |
Collect YouTube trending videos without web scraping via yt-dlp MCP server. No …
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| 58454 |
Google Ads MCP
Claim
Enables managing Google Ads campaigns through an AI assistant with read-only re…
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| 58455 |
eNSP Automation MCP
Claim
Generates eNSP network topologies, deploys Huawei VRP configurations, and provi…
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| 58456 |
repo-memory
Claim
A different approach from typical persistent-memory MCPs. Instead of a local
SQ…
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| 58457 |
BNB Chain MCP Server
Claim
A comprehensive Model Context Protocol server that enables AI agents to interac…
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| 58458 |
agent-fde
Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
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| 58459 |
exa-websets-mcp
Claim
Unified gateway to Exa, Websets, and Deep Search for code search, deep research…
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| 58460 |
mcp-bungie
Claim
Enables querying Destiny 2 player data, profiles, clans, and stats through the …
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| 58461 |
x-mcp
Claim
An MCP server for interacting with X/Twitter, enabling posting tweets, searchin…
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| 58462 |
check-mcp
Claim
Validate any shell command before execution. AI agents call Check to know if a …
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| 58463 |
korea-realestate-mcp
Claim
Enables AI agents to query and analyze Korean apartment real estate transaction…
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| 58464 |
cellc-mcp
Claim
Wraps the cellc CellScript compiler so that an AI can write, check, explain, an…
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| 58465 |
Agent Search MCP
Claim
Free multi-source web search server for AI agents, with confidence scoring and …
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| 58466 |
NotebookLM MCP Server
Claim
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
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| 58467 |
A sophisticated MCP server providing powerful file search capabilities includin…
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| 58468 |
HealthKit MCP
Claim
Enables AI assistants to access Apple HealthKit workout data by receiving worko…
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| 58469 |
idpay-mcp
Claim
MCP server for IDPay payment gateway (Iran). Supports payment creation, verific…
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| 58470 |
binaryninja-mcp
Claim
Enables interaction with Binary Ninja for binary analysis and reverse engineeri…
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| 58471 |
qdrant-codebase-mcp
Claim
Indexes codebases into Qdrant for semantic search, enabling AI assistants to fi…
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| 58472 |
Synapse
Claim
Enables AI clients to store and semantically recall durable memories across ses…
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| 58473 |
ha-mcp
Claim
A self-hosted MCP server for Home Assistant that exposes full control over enti…
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| 58474 |
TelegramLens
Claim
A local MCP server that structures stock mentions and narrative flows from Tele…
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| 58475 |
openi
Claim
Enables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) fro…
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| 58476 |
MapSpring MCP Server
Claim
Enables enterprise database schema exploration and Spring Boot code generation …
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| 58477 |
MeetGeek MCP Server
Claim
Enables AI tools to access and manage MeetGeek meetings, including transcripts,…
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| 58478 |
Spotify MCP
Claim
Enables searching and managing Spotify playlists, tracks, and user information …
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| 58479 |
CyberMCP
Claim
Enables cybersecurity research through Claude by providing tools for CVE lookup…
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| 58480 |
MainWP MCP Server
Claim
Enables AI assistants to manage WordPress sites via the MainWP Dashboard REST A…
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| 58481 |
mcp-local-reader
Claim
Transform any local file into AI-optimized markdown format for seamless integra…
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| 58482 |
hypruse
Claim
Computer use for Hyprland: semantic desktop state over IPC, plus vision and nat…
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| 58483 |
nesto-staging
Claim
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| 58484 |
mcp-noticiel
Claim
Exposes the Noticiel product manual catalog to AI agents via the Model Context …
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| 58485 |
trivago's mcp server to find your ideal hotel and compare prices from multiple …
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| 58486 |
test
Claim
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| 58487 |
A hardened, safety-first Google Calendar MCP server enabling AI agents to read …
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| 58488 |
Hippocampus
Claim
Open-source MCP memory server providing persistent, cross-platform context for …
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| 58489 |
okx-mcp-playground
Claim
Provides Claude with access to blockchain data and market prices via the OKX AP…
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| 58490 |
SoilWise is an AI + IoT-powered agricultural system that helps farmers make dat…
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| 58491 |
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant obse…
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| 58492 |
MarkItDown MCP Server
Claim
A production-ready MCP server for converting documents and files to Markdown us…
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| 58493 |
breeze-mcp
Claim
Residential proxy mcp for AI agents — fetch, search, and access geo-restricted …
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| 58494 |
Analyzes Amazon products with comprehensive insights including pricing, feature…
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| 58495 |
Weather MCP Server
Claim
Enables weather data retrieval and analysis through an MCP server interface wit…
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| 58496 |
Enables searching and asking questions over your PDF documents using a Pinecone…
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| 58497 |
Finance MCP Server
Claim
Enables fetching financial statements (Income Statement, Balance Sheet, Cash Fl…
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| 58498 |
Connects to Odoo ERP to provide comprehensive inventory analysis, including dem…
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| 58499 |
A Model Context Protocol server for interacting with the Amazon Selling Partner…
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| 58500 |
fintools-mcp
Claim
Personal finance calculators exposed as an MCP server with a Gradio UI, deploya…
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