MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49301 |
MCP Secure Server
Claim
A secure MCP server with authentication, rate limiting, and tools for querying …
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| 49302 |
swehockey
Claim
Enables AI assistants to look up Swedish ice-hockey data from stats.swehockey.s…
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| 49303 |
substack-mcp-plus
Claim
Create, manage, and publish Substack posts with full rich text formatting direc…
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| 49304 |
sftp-mcp
Claim
Provides a browsable, mutable SFTP filesystem for AI agents, supporting file op…
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| 49305 |
ThreatWatch MCP
Claim
AI-powered threat intelligence server with real-time alert monitoring and multi…
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| 49306 |
Enables asking questions in plain English about 61,765 customer-support tickets…
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| 49307 |
yarr-media-stack-mcp
Claim
Enables natural language control of self-hosted media services like Sonarr, Pro…
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| 49308 |
youtube-live-mcp
Claim
Enables AI assistants to control YouTube Live Streaming, including creating bro…
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| 49309 |
Dawarich MCP
Claim
Enables interaction with Dawarich location history through tools for maps, stat…
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| 49310 |
MCP server for Google Docs, Sheets & Drive with full formatting support.
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| 49311 |
Recursive Support Agent
Claim
Query the Recursive AI support agent platform — pricing, features, capabilities…
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| 49312 |
SolidWorks MCP
Claim
Connects to SolidWorks 2022 over COM to run, test, and auto-fix VBA macros, ret…
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| 49313 |
mcp-server-splunk
Claim
Enables AI assistants to search, manage, and analyze data in Splunk instances t…
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| 49314 |
Helps users decide what to eat by randomly selecting meals from a database of 1…
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| 49315 |
Ontraport MCP Server
Claim
Stateless Node.js service that exposes Ontraport CRM functionality as structure…
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| 49316 |
ynab-mcp
Claim
A Model Context Protocol server that enables Claude to interact with YNAB budge…
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| 49317 |
FibX
Claim
Swap, transfer, track a portfolio and use Aave V3 on Base, Citrea, HyperEVM and…
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| 49318 |
kr-elections-mcp
Claim
MCP server for South Korean election research, providing tools to search candid…
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| 49319 |
Draw.io
Claim
Generates and displays interactive diagrams to visualize complex systems and wo…
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| 49320 |
mcp-ssh
Claim
Enables AI assistants to run commands on remote SSH-accessible devices via pers…
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| 49321 |
jgs-magic-sysmlv1-mcp
Claim
MCP bridge to live SysML v1 models in CATIA Magic / Cameo Systems Modeler (No M…
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| 49322 |
mcp-server
Claim
An example MCP server with StreamableHTTPServerTransport, providing calculator …
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| 49323 |
Wazuh SIEM Agent System
Claim
A Claude-powered MCP tool suite for interacting with a Wazuh SIEM manager, enab…
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| 49324 |
MCP E-Commerce Agent
Claim
A proof of concept MCP server that gives AI agents business context for e-comme…
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| 49325 |
rawthink
Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
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| 49326 |
fred-mcp
Claim
Enables querying and retrieving Federal Reserve Economic Data (FRED) including …
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| 49327 |
trip-search-mcp
Claim
Enables Claude to plan trips by performing live searches against Google Flights…
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| 49328 |
An MCP server implementation that integrates with Backlog API, enabling project…
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| 49329 |
Arc Browser MCP
Claim
Enables inspection and control of Arc Browser spaces and tabs on macOS, includi…
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| 49330 |
razorpay-recon-mcp
Claim
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
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| 49331 |
OpenAI MCP Server
Claim
Provides comprehensive access to OpenAI's API capabilities including chat compl…
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| 49332 |
github-repo-summarizer
Claim
An MCP server that turns any public GitHub repository into a PDF report contain…
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| 49333 |
plausible-mcp
Claim
MCP server for Plausible Analytics that enables querying traffic, conversions, …
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| 49334 |
Scout MCP Server
Claim
Provides coding agents with live web capabilities including web search, scrapin…
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| 49335 |
copilot
Claim
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| 49336 |
Multi-engine container and system vulnerability scanning for AI agents. Wraps T…
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| 49337 |
iwork-mcp
Claim
An MCP server that provides 113 tools for automating Apple iWork apps (Numbers,…
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| 49338 | — | |||||||||
| 49339 |
MCP NEAR Wallet Server
Claim
Enables Claude Desktop and MCP clients to interact with NEAR blockchain account…
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| 49340 |
Raven
Claim
Design intelligence for coding agents: audits, design systems, and a taste prof…
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| 49341 |
meridian
Claim
Persistent memory, task coordination, and HITL queue for AI coding sessions.
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| 49342 |
redis-mcp-server
Claim
Enables AI to safely view and operate Redis databases with read-only mode by de…
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| 49343 |
Currency conversion API for AI agents. Convert between fiat currencies (ECB rat…
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| 49344 |
amazon-ads-mcp
Claim
Enables natural language querying of Amazon Advertising data including Sponsore…
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| 49345 |
Construction estimating MCP: 48 tools — materials, labor, cost, structural, MEP…
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| 49346 |
yureong
Claim
Verifies Korean legal citations (case numbers, statutes) against the official g…
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| 49347 |
Chrome Browser Control
Claim
Enables controlling a local Chrome browser via MCP tools, using a Chrome extens…
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| 49348 |
kond-royalties-agent
Claim
MCP server for querying artist royalty performance in Brazilian Portuguese, usi…
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| 49349 |
OpenDART MCP Server
Claim
Enables querying South Korean stock disclosures, financial statements, and shar…
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| 49350 |
goevento-new
Claim
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