MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 7 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64001 |
prolink
Claim
Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and …
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| 64002 |
kaggle-mcp-server
Claim
A full-featured MCP server with 96 tools for the Kaggle API, enabling users to …
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| 64003 |
weather-forecast-server
Claim
Provides current weather and multi-day forecasts for any location worldwide, in…
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| 64004 |
Argus MCP Server
Claim
MCP server for the Argus E2E Testing Agent, enabling AI coding assistants to pe…
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| 64005 |
Deskbrid
Claim
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. …
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| 64006 |
Enables conversational AI to fetch live World Cup matches, standings, results, …
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| 64007 |
mcp-lab-agent
Claim
Autonomous QA testing MCP server that analyzes, fixes, and learns from test fai…
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| 64008 |
WoW Armory MCP Server
Claim
Enables AI assistants to look up World of Warcraft character information and re…
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| 64009 |
gyibb-mcp
Claim
Cited product-review verdicts from real user voices — free remote MCP, no API k…
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| 64010 |
mcp-media-toolkit
Claim
Generates AI images using Google Gemini and uploads them to S3-compatible stora…
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| 64011 |
statuscraft
Claim
MCP server that checks the live status of 3831 software services in real time. …
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| 64012 |
moysklad-mcp-ru
Claim
Enables AI agents to read and write MoySklad inventory, orders, reports, and do…
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| 64013 |
Google Image Search MCP
Claim
Provides tools for searching and downloading images using Google Image Search A…
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| 64014 |
binance-mcp-chainvector
Claim
One MCP server that pairs Binance execution with ChainVector market intelligenc…
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| 64015 |
claude-slack-to-notion
Claim
Enables automatic collection and AI analysis of Slack messages to create organi…
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| 64016 |
agnes-mcp
Claim
MCP server that exposes Agnes AI's text, image, video, and multimodal capabilit…
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| 64017 |
mcp-server-dumplingai
Claim
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
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| 64018 |
Enables AI-driven customer support ticket processing, including classification,…
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| 64019 |
football-data-mcp
Claim
Provides football analytics tools including player scouting, comparisons, marke…
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| 64020 |
AI Furniture Hub
Claim
Millimeter-precision furniture & storage product data for AI agents. Search by …
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| 64021 |
Azure Key Vault MCP
Claim
Enables management of Azure Key Vault secrets and certificates, including creat…
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| 64022 |
xstocks
Claim
Buy tokenized US stocks (xStocks) on Solana via Jupiter DEX in USDC. Daily cap.…
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| 64023 |
markfetch-mcp
Claim
Enables AI agents to fetch any web page as clean markdown or screenshot it, tur…
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| 64024 |
finance-reconcile-mcp
Claim
Read-only MCP server for reconciling SimpleFIN bank data against Firefly III le…
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| 64025 |
Oplink
Claim
Enables creating no-code agent workflows by combining multiple MCP servers into…
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| 64026 |
SQLite MCP Server
Claim
Provides read and write access to multiple SQLite databases through the Model C…
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| 64027 |
@lakehouse/mcp-server
Claim
MCP server for Lakehouse42, enabling code-first tool discovery, hybrid search, …
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| 64028 |
postgres-mcp-server
Claim
A read-only MCP server for PostgreSQL. Connect any MCP-compatible AI agent to y…
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| 64029 |
flight-search-mcp-server
Claim
Enables AI assistants to search for real-time flights between airports using th…
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| 64030 |
octave-mcp
Claim
Enables Claude Code to run GNU Octave code for numerical computation, plotting,…
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| 64031 |
unlimited-mcp
Claim
An MCP server that delegates coding and sysops work to cheaper agents via durab…
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| 64032 |
changegamer
Claim
Agent-first resource directory for AI agents: protocols, security, RAG, memory,…
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| 64033 |
Relay
Claim
Adds a human-in-the-loop checkpoint to MCP-capable AI coding agents, enabling t…
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| 64034 |
This MCP server connects Claude Desktop to OpenCTI for AI-augmented threat inte…
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| 64035 |
A database-backed MCP server that acts as a project memory bank, enabling AI as…
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| 64036 |
design-copier
Claim
Captures webpage styles and HTML, converts CSS to Tailwind, and applies extract…
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| 64037 |
QGISMCP
Claim
QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), al…
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| 64038 |
konid-ai
Claim
A language expression coach MCP server that provides native-sounding translatio…
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| 64039 |
A secure and optimized MCP server for integrating ClickUp project management, e…
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| 64040 |
Garmin Sailing MCP
Claim
Turns your Garmin watch into a sailing analytics tool by combining GPS data fro…
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| 64041 |
discord-ops
Claim
A Discord MCP server with multi-guild project routing, enabling messaging, mode…
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| 64042 | — | |||||||||
| 64043 |
Israel Weather MCP Agent
Claim
Enables users to retrieve real-time weather forecasts for Israeli cities by aut…
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| 64044 |
mcp-arcgis-seattle
Claim
Enables search and query of City of Seattle GIS open geospatial datasets such a…
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| 64045 |
MCP server giving AI agents access to US political finance data: campaign contr…
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| 64046 |
VINdata
Claim
VIN decoding and European vehicle data for automotive workflows.
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| 64047 |
MCP Vision Server
Claim
A versatile MCP server that adds vision capabilities (image analysis, OCR, imag…
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| 64048 |
ubuntu-insights
Claim
Provides Ubuntu system information (CPU, memory, disk, network, services, proce…
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| 64049 |
Social CLI MCP
Claim
MCP server for posting to Twitter/X, Reddit, LinkedIn, Instagram, and email via…
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| 64050 |
remem
Claim
Local-first persistent memory for Claude Code and OpenAI Codex CLI. A single Ru…
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