MCP Server Quality Scores
Independent quality analysis of 41668 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41501 |
BugCatcher
Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
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| 41502 |
x402-tools-mcp
Claim
melis x402 Tools — 22 pay-per-call APIs for AI agents. No accounts, no API keys…
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| 41503 |
mcp-playwright-test
Claim
An MCP server that automates Playwright-based UI and API testing, supporting te…
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| 41504 |
User agent string parser API for AI agents. Parse any user agent into structure…
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| 41505 |
InsideOut (Riley)
Claim
Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English re…
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| 41506 |
Browser MCP Server
Claim
A Docker-based workspace providing headless Chrome browser with CDP proxy and n…
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| 41507 |
AI + Human Agent platform for getting tasks done. Create, manage, and track tas…
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| 41508 |
plagiarism-checker-ai-mcp MCP server by MEOK AI Labs
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| 41509 |
An MCP server that gives AI agents full control over pfSense firewalls via the …
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| 41510 |
Velociraptor MCP Server
Claim
Enables AI agents to interface with Velociraptor for digital forensics and inci…
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| 41511 |
ableton-mcp-lofifren
Claim
Connects Ableton Live to AI through MCP, enabling prompt-assisted music product…
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| 41512 |
SampleMCP
Claim
A demonstration MCP server that provides math (add/multiply) and weather tools,…
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| 41513 |
Enables product search functionality via MCP, allowing Claude to search product…
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| 41514 |
Databar MCP Server
Claim
Enables AI assistants to interact with Databar.ai's data enrichment API, allowi…
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| 41515 |
Provides comprehensive codebase analysis and semantic understanding through int…
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| 41516 |
Sage MCP
Claim
An academic research server that provides LLMs with full-text search and retrie…
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| 41517 |
Helps plan and reuse CE-RISE Digital Passport components, models, and deploymen…
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| 41518 |
Market Data MCP Server
Claim
Enables fetching market and options data including OHLCV prices, option chains,…
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| 41519 |
drug-pipeline-mcp
Claim
Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …
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| 41520 |
Linear
Claim
Interact with Linear's API for managing issues, projects, and teams.
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| 41521 |
x-crm-mcp
Claim
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| 41522 |
MCP GeoData Placefinder: search places, reverse geocode, and find nearby locati…
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| 41523 |
swift-tuist
Claim
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| 41524 |
MedCode Oracle
Claim
# MedCode Oracle — Healthcare API for AI agents
License-free medical coding, p…
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| 41525 |
Enables location-based services such as geocoding, reverse geocoding, finding n…
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| 41526 |
MCP Office Word Server
Claim
A Python server implementing Model Context Protocol for advanced Microsoft Word…
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| 41527 |
x402-sms
Claim
Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone n…
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| 41528 |
ODPS MCP Server
Claim
Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of al…
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| 41529 |
devpulse-mcp
Claim
Zero-config MCP server that gives AI coding assistants a real-time diagnostic s…
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| 41530 |
Eureka Labo MCP Server
Claim
Enables task management and automated development tracking for Eureka Labo proj…
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| 41531 |
MCP Sandbox Server
Claim
Provide a sandbox environment to test and develop MCP servers compatible with C…
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| 41532 |
scholarmcp
Claim
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| 41533 |
Todoist MCP Server
Claim
A self-hosted MCP server that wraps the official Todoist AI package to provide …
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| 41534 |
mcp-win-toast
Claim
Enables AI assistants to send Windows toast notifications and dialog boxes, all…
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| 41535 |
oh-my-kimichan
Claim
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
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| 41536 | — | |||||||||
| 41537 |
glowing-memory
Claim
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| 41538 |
MCP Context Hub
Claim
A local MCP server for RAG memory, semantic search, and context optimization us…
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| 41539 |
Query school vacation calendars for Belgium, Netherlands, and Luxembourg (2019-…
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| 41540 |
digiloglabs
Claim
digiloglabs mcp
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| 41541 |
awesome-ai-plugins
Claim
A curated list of awesome plugins for AI assistants including Claude Code, Open…
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| 41542 |
Cordalux MCP Server
Claim
An enterprise-grade Model Context Protocol server that consolidates multiple ap…
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| 41543 |
Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings.…
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| 41544 |
Ingrids Reisetjenester
Claim
Enables intelligent travel planning by combining weather forecasts and route ca…
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| 41545 |
MCP Server for OpenHAB
Claim
Server that connects MCP (Multi-Capability Platform) with OpenHAB REST API, all…
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| 41546 |
bunge-ds-mcp
Claim
MCP server that exposes the @bunge/ds-components design system catalog, allowin…
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| 41547 |
Hostaway MCP Server
Claim
Enables AI assistants to interact with Hostaway's property management platform …
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| 41548 |
Contexta
Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
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| 41549 |
Weather
Claim
Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
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| 41550 |
Enables comprehensive file and document operations including image compression,…
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