MCP Server Quality Scores
Independent quality analysis of 64210 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60051 |
mcp111
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| 60052 |
mcp-redis-diagnostics
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A lightweight npm MCP server for deep Redis diagnostics, offering tools for mem…
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| 60053 |
Fetcher MCP
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A server that allows fetching web page content using Playwright headless browse…
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| 60054 |
jaso-mcp
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A simple notes system that allows creating, storing, and accessing text notes t…
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| 60055 |
tampermonkey-mcp
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MCP server to manage your Tampermonkey scripts
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| 60056 |
fizzy-mcp
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MCP server for Fizzy, Basecamp's open-source Kanban tool. Enables AI assistants…
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| 60057 |
Polymarket MCP Server
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Enable Claude to autonomously trade, analyze, and manage positions on Polymarke…
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| 60058 |
Zephyr Scale MCP Server
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MCP server for Zephyr Scale test management enabling test case, test run, folde…
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| 60059 |
shieldly-mcp
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Enables AI assistants to analyze AWS IAM policies and CloudFormation templates …
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| 60060 |
MCP Configurator Server
Claim
Manages, edits, backups, and validates Claude Desktop and other client JSON con…
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| 60061 |
mcp-dropbox
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MCP server that enables agents to save documents to Dropbox, offering tools for…
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| 60062 |
linkedin-mcp-server
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Enables Claude Desktop to manage your LinkedIn profile and company pages, inclu…
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| 60063 |
mcp
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Crypto MCP — 99 tools across news, market, on-chain, sentiment, indicators, age…
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| 60064 |
ravendb-mcp
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A Model Context Protocol server that enables AI assistants to interact with Rav…
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| 60065 |
Arthas MCP Server
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Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
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| 60066 |
wardrowbe-mcp
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Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, i…
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| 60067 |
cerebrochain-mcp-server
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Supply chain & logistics intelligence — rate shopping across 85+ carriers, inve…
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| 60068 |
GroundMemory
Claim
An MCP-native, local-first memory server that gives AI agents persistent, struc…
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| 60069 |
agentic-ssh-mcp
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Enables secure SSH command execution and log retrieval with intelligent summari…
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| 60070 |
OwlOCR MCP
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A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
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| 60071 |
Rod MCP Server
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Browser automation for AI agents via the Model Context Protocol, enabling web n…
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| 60072 |
MCP-Airflow-API
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Enables natural language management of Apache Airflow workflows, including DAG …
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| 60073 |
Cochrane MCP
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Turns the Cochrane Library into a tool for AI agents to search and retrieve cli…
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| 60074 |
ffl-mcp
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MCP server for ffl. Let AI share anything for you.
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| 60075 |
ppt-engine-mcp
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Drives real PowerPoint desktop application for true-fidelity PDF export and per…
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| 60076 |
mcp-opendata-swiss
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Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
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| 60077 |
Drive-Time Plotter MCP
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Analyzes traffic patterns throughout the day using Google Maps API and provides…
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| 60078 |
TON BLOCKCHAIN MCP
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An MCP server enabling natural language queries for TON blockchain data, includ…
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| 60079 |
CaddyUI MCP
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Enables inspection and management of Caddy reverse proxy configuration via Cadd…
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| 60080 |
Obsidian MCP Bridge
Claim
Enables Obsidian vault to act as an MCP server for Claude and as an MCP client …
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| 60081 |
Ashby MCP
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Connects your Ashby recruiting data to Claude, enabling natural language querie…
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| 60082 |
IBANforge
Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
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| 60083 |
PeopleLikeUs MCP Server
Claim
Enables AI assistants to browse properties, manage conversations, update availa…
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| 60084 |
Enables Agentforce agents to retrieve order status and loyalty points from exte…
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| 60085 |
anylogicPLE-mcp
Claim
Generates AnyLogic simulation models from natural-language prompts in Claude Co…
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| 60086 |
DataBento MCP Server
Claim
Provides professional market data access via DataBento API, including real-time…
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| 60087 |
Helps migrate projects from AI SDK 4.x to 5.0 by generating a migration checkli…
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| 60088 |
karve
Claim
Provides persistent semantic memory for Claude Code via local embeddings and si…
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| 60089 |
DVF Paris
Claim
An MCP app that displays interactive Paris real estate price statistics per arr…
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| 60090 |
A Model Context Protocol (MCP) server that enables remote access to OpenCode AI…
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| 60091 |
nessus_mcp_server
Claim
Enables AI assistants to manage Nessus vulnerability scans, analyze results, an…
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| 60092 |
A minimal network monitoring MCP tool for Playwright browser automation. Just 5…
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| 60093 |
agent-fde
Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
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| 60094 |
Enables AI assistants to browse, read, compare, and validate OpenAPI contracts …
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| 60095 |
mem-forensics-mcp
Claim
Multi-tier memory forensics MCP server combining a fast Rust engine with Volati…
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| 60096 |
Search Console Analytics
Claim
Analyze Google Search Console performance with rich dimensions, advanced filter…
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| 60097 |
Konnect
Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
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| 60098 |
A standalone MCP server that exposes API endpoints as tools for AI assistants, …
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| 60099 |
euinvoice-mcp
Claim
An MCP server for European invoicing rules. Query VAT rates, e-invoicing requir…
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| 60100 |
squad-mcp
Claim
Exposes the squad-dev workflow as deterministic MCP tools, enabling task classi…
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