MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46301 |
API Creator MCP
Claim
Generates complete, production-ready REST, GraphQL, and microservice APIs with …
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| 46302 |
oriel
Claim
Safety-gated AI control of Docker and Colima: containers, images, volumes, netw…
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| 46303 |
Webpage MCP Server
Claim
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
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| 46304 |
@hyperwhisper/mcp
Claim
Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper …
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| 46305 |
MakeSlates MCP Server
Claim
Enables AI-powered slide deck creation using natural language, allowing users t…
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| 46306 |
mcp
Claim
Deploy files, sites, and Dockerfile apps to live URLs + private drives for agen…
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| 46307 |
FEFLOW MCP Server
Claim
Enables AI assistants to control FEFLOW 7.5 groundwater simulation software thr…
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| 46308 |
Slack MCP Server
Claim
A read-only MCP server that enables AI assistants to access Slack workspace dat…
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| 46309 |
ai-journal
Claim
A local MCP server for journaling, organizing, and recalling your work. It capt…
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| 46310 |
LinkedIn MCP Server
Claim
Enables AI agents to interact with LinkedIn for posting, commenting, liking, an…
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| 46311 |
sui-mcp
Claim
Read-only MCP server for Sui blockchain analytics with 44 tools covering wallet…
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| 46312 |
onsense
Claim
Gives PC AI agents real-world senses by connecting to an Android phone's camera…
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| 46313 |
Linux MCP Server
Claim
A read-only MCP server for Linux and macOS system administration, diagnostics, …
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| 46314 |
smart-read-mcp
Claim
Provides a universal read path for agents to extract facts, metadata, and prove…
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| 46315 |
paraglide-mcp
Claim
Enables translation of i18n messages in Paraglide JS projects by serving small …
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| 46316 |
vigil-fraud-alert
Claim
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| 46317 |
wezterm-agent-mcp
Claim
Enables orchestration of multiple AI coding agents (Claude Code, Gemini CLI, et…
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| 46318 |
Kokoro MCP Server
Claim
Provides text-to-speech generation using the Kokoro-82M model, enabling AI assi…
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| 46319 |
Whoosh RAG MCP
Claim
An MCP server that provides full-text search over documentation using Whoosh, e…
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| 46320 |
Abgeordnetenwatch MCP
Claim
Provides live, source-linked transparency data on German MPs, including roll-ca…
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| 46321 |
Jupyter Terminal MCP
Claim
Enables an agent to run shell commands through a JupyterLab/JupyterHub-hosted t…
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| 46322 |
Sportmonks MCP Server
Claim
A Model Context Protocol server for the Sportmonks Football API v3, providing o…
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| 46323 |
Mission MCP
Claim
Trust Graduation gate for AI agents: visible approval ceremonies and receipt-ba…
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| 46324 |
summon-mcp
Claim
Self-evolving knowledge graph for AI agents — persistent memory that gets smart…
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| 46325 |
hipaa-compliance-mcp
Claim
hipaa-compliance-mcp MCP server by MEOK AI Labs
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| 46326 |
SageMaker AI MCP Server
Claim
Enables AI assistants to manage Amazon SageMaker AI resources including endpoin…
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| 46327 |
DefiLlama MCP Server
Claim
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
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| 46328 |
mcp-arcgis-lakeland
Claim
Enables searching and querying City of Lakeland, Florida open geospatial data (…
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| 46329 |
mcp-memory-keeper
Claim
A local MCP server using SQLite to unify context and memory across multiple AI …
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| 46330 |
A Linux-native MCP server that gives AI assistants direct access to DMA-based m…
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| 46331 |
ANSES Ciqual MCP Server
Claim
Provides SQL access to the ANSES Ciqual French food composition database, enabl…
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| 46332 |
exa-knowledge-mcp
Claim
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| 46333 |
aws-security-mcp
Claim
MCP server for automated AWS security scanning — 19 modules, risk scoring, zero…
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| 46334 |
mcp-ubergraph-query
Claim
Enables AI assistants to query the Ubergraph biomedical ontology SPARQL endpoin…
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| 46335 |
Drip MCP Server
Claim
Enables AI assistants to manage Drip email marketing automation, including subs…
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| 46336 |
Deploys a stateless MCP server on AWS Lambda and API Gateway using CDK, support…
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| 46337 |
Kuriflow
Claim
Claude solves problems. Kuriflow makes them repeat. Stop spending AI tokens on …
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| 46338 |
Deepin MCP Servers
Claim
A model context protocol server for Deepin Linux, providing system control, fil…
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| 46339 |
Perplexity MCP Server
Claim
Integrates Perplexity AI's search and research capabilities into Claude Code, e…
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| 46340 |
PlantUML MCP Server
Claim
Enables generating PlantUML diagrams directly from Claude Desktop, with tools t…
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| 46341 |
evcharger-mcp-kc
Claim
Enables comparing Korean EV charging fees across providers and discount cards t…
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| 46342 |
Enables querying Slovenian competition data including AVK enforcement decisions…
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| 46343 |
supos MCP Server
Claim
Enables querying topic tree structures, topic details, and real-time data from …
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| 46344 |
Persistent codebase intelligence that gives AI assistants memory across sessions
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| 46345 |
Jira MCP Server
Claim
Enables AI assistants to manage Jira issues with full CRUD, transitions, linkin…
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| 46346 |
claude-for-abap
Claim
MCP server giving Claude (and any MCP-compatible client) live access to SAP sys…
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| 46347 |
Enables AI agents to perform multi-platform searches (Douyin, Xiaohongshu, Zhih…
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| 46348 |
Smriti MCP
Claim
A portable memory server for AI agents, built for the Model Context Protocol (M…
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| 46349 |
Modular RAG MCP Server
Claim
A fully modular RAG system with MCP protocol integration, enabling hybrid retri…
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| 46350 |
MCP server that exposes Google Trends data via BigQuery, enabling LLMs to query…
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