MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48101 |
simple_mcp
Claim
An educational MCP server that teaches implementing the Model Context Protocol …
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| 48102 |
OpenSearch MCP Server
Claim
opensearch-mcp-server-py is a Model Context Protocol (MCP) server for OpenSearc…
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| 48103 |
mcp-atlassian-swseo
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| 48104 |
x402-commodity-mcp
Claim
An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotto…
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| 48105 |
Text sentiment analysis API for AI agents. Analyze sentiment (positive/negative…
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| 48106 |
biblebridge-mcp
Claim
Provides structured access to Scripture through the BibleBridge API, enabling s…
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| 48107 |
filesystem
Claim
Secure MCP server for sandboxed filesystem operations with document parsing sup…
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| 48108 |
uk-ai-act-mcp
Claim
UK AI regulation compliance tools for AI agents. Capabilities: UK risk classifi…
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| 48109 |
splunk-mcp-server
Claim
A lightweight, extensible MCP server for Splunk Enterprise that enables secure,…
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| 48110 |
AIO Agents MCP
Claim
GSC CPG to Retail Grocery Nodes. 2,235 banners across 28 markets. By GreenCore …
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| 48111 |
mcp-locator
Claim
An MCP server that lets AI agents read and write locale JSON translation files …
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| 48112 |
TCP port scanner API for AI agents. Scan any host for open/closed port status w…
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| 48113 |
SuperCollider MCP Server
Claim
Enables execution of SuperCollider synth code through the Model Context Protoco…
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| 48114 |
Linkup
Claim
Access real-time web information and up-to-date facts from trusted sources. Ret…
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| 48115 |
godalo
Claim
Affiliate product search for AI agents. Merchant feeds, not web scraping. Works…
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| 48116 |
An MCP server that enables AI assistants to load, query, and analyze local CSV …
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| 48117 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
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| 48118 |
DumpAnalysisMCP
Claim
Enables AI agents to analyze Windows crash dumps by providing structured data o…
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| 48119 |
dora-mcp
Claim
Multi-model AI image and video generator. 14 models behind one OAuth-secured MC…
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| 48120 |
freshdeps-mcp
Claim
Live npm/PyPI dependency-health verdicts so AI agents stop recommending stale o…
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| 48121 |
google-surf-mcp
Claim
Google search via Playwright with a warm Chrome profile. No API key, no proxies.
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| 48122 |
Matomo MCP Server
Claim
Enables AI models to interact with Matomo analytics through a complete MCP serv…
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| 48123 |
masv
Claim
Provides tools to use MASV API. MASV is reliable and secure large file transfer…
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| 48124 |
Enables AI assistants to interact with Microsoft 365 services (users, mail, cal…
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| 48125 |
LyricsGenius MCP Server
Claim
An MCP server that enables searching Genius.com for artists, songs, and albums,…
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| 48126 |
CVAT MCP
Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
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| 48127 |
StoryLenses MCP Server
Claim
AI cover letter generation for agents. 5 composable tools that analyze job post…
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| 48128 |
divlens
Claim
Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware …
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| 48129 |
mcp-microsoft-todo
Claim
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no c…
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| 48130 |
hhhtest
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| 48131 |
MCP-RAG
Claim
Turns Claude Desktop into a personal document question-answering system using l…
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| 48132 |
lucairn-mcp-server
Claim
Pseudonymizes PII before your LLM and returns a cryptographically signed receip…
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| 48133 |
mcp-geometry-prover
Claim
Wraps AlphaGeometry2's DDAR engine to prove geometry theorems via symbolic reas…
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| 48134 |
cloud-command
Claim
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
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| 48135 |
hypernatt-terminal
Claim
BTC Decision Terminal for agents. 25 credits/day + intro (~32). HOLD free. Pass…
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| 48136 |
WordPress MCP Server
Claim
Enables AI assistants to manage multiple WordPress sites, create and publish co…
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| 48137 |
MCP server for read-only MySQL database queries in Claude Desktop
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| 48138 |
OrcaRouter
Claim
Browse 160+ LLM models and live pricing — no API key needed for catalog. Add ke…
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| 48139 |
sql-builder-ai-mcp
Claim
sql-builder-ai-mcp MCP server by MEOK AI Labs
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| 48140 |
translator-pro-ai-mcp
Claim
AI-powered translator pro ai MCP server for agents. Supports translate text, de…
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| 48141 |
AI Project OS MCP
Claim
Enforces engineering governance for AI-driven software projects, ensuring state…
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| 48142 |
health-check-ai-mcp
Claim
health-check-ai-mcp MCP server by MEOK AI Labs
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| 48143 |
Healthcare Ai Governance automation via MCP. Includes classify samd, check cds …
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| 48144 |
readme-generator-ai-mcp
Claim
readme-generator-ai-mcp MCP server by MEOK AI Labs
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| 48145 |
resume-parser-ai-mcp
Claim
resume-parser-ai-mcp MCP server by MEOK AI Labs
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| 48146 |
sentiment-analysis-ai-mcp MCP server by MEOK AI Labs
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| 48147 |
Cruncher
Claim
Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit c…
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| 48148 |
seo-checker-ai-mcp
Claim
seo-checker-ai-mcp MCP server by MEOK AI Labs
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