MCP Server Quality Scores
Independent quality analysis of 68328 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67401 |
pvwatts-mcp
Claim
Enables solar energy potential assessment by converting parcel centroid and acr…
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| 67402 |
reaper-mcp-server
Claim
An MCP server that lets language models interact with the Reaper DAW
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| 67403 |
omega-obsidian
Claim
Persistent semantic memory server for Obsidian vaults, enabling AI agents to se…
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| 67404 |
Enables searching, reading, and listing pages from the official chezmoi documen…
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| 67405 |
mcp-server-toolkit
Claim
Plug-and-play MCP server toolkit with semantic code search, natural language da…
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| 67406 |
Versatile-Mcp
Claim
A modular MCP server that provides AI agents with cognitive memory, local syste…
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| 67407 |
pg-mcp
Claim
A Model Context Protocol server for PostgreSQL that enables database operations…
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| 67408 |
sh3ll
Claim
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| 67409 |
AgenSysAdmin
Claim
MCP server for remote Linux server administration via SSH, integrating with Cla…
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| 67410 |
crabcut-mcp-server
Claim
Generate TikTok, Shorts, and Reels-ready clips from any YouTube video, powered …
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| 67411 |
Nexian MCP Hub
Claim
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
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| 67412 |
Trellis MCP
Claim
A file-backed MCP server for hierarchical project management that enables AI as…
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| 67413 |
MCP Live Showcase
Claim
Two MCP servers for a live demo: a clinical server for patient lookup, labs, an…
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| 67414 |
discord-mcp
Claim
An MCP server for managing Discord servers with 73 tools including channels, ro…
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| 67415 |
DarkLens MCP Server
Claim
Enables AI agents to detect, classify, explain, and ethically redesign dark pat…
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| 67416 |
starlink-enterprise-mcp
Claim
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
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| 67417 |
Flight Agent Matrix
Claim
Search Google, Skyscanner, Skiplagged, Booking.com in real time. Get your API k…
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| 67418 |
mcp-morning-brief
Claim
Subscribe to RSS/Atom feeds and get a deduped daily brief, designed for daily C…
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| 67419 |
bun-runner-mcp
Claim
An MCP server that executes TypeScript/JavaScript code in a sandboxed Bun envir…
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| 67420 |
jira-api-mcp-wrapper
Claim
An MCP server that talks directly to Jira Cloud REST API v3 using static creden…
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| 67421 |
gmail-mcp-server
Claim
Enables reading, sending, searching, and managing Gmail through Claude using th…
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| 67422 |
docx-comments
Claim
Provides comprehensive read/write access to Word documents, including comments,…
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| 67423 |
Exposes basic calculator tools (add, subtract, multiply, divide) and validates …
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| 67424 |
HomeLab Monitor
Claim
Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Dock…
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| 67425 |
lore
Claim
Enables AI agents to query project memory by linking code changes to the conver…
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| 67426 |
exception-mcp-server
Claim
Enables AI-powered analysis of exceptions using vector similarity search and Az…
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| 67427 |
fluent-research-mcp
Claim
Automates Ansys Fluent simulation workflows, enabling environment checks, case …
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| 67428 |
luckin-mcp-proxy
Claim
A local proxy for Luckin Coffee's official MCP, enabling natural language order…
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| 67429 |
Kiwix MCP Server
Claim
Provides offline access to Wikipedia and other ZIM content through a local Kiwi…
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| 67430 |
mcp-read-only-grafana
Claim
A secure MCP server for Grafana that provides read-only access by default, with…
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| 67431 |
MCP Image Server
Claim
An intelligent MCP server that searches for images, labels them, combines them …
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| 67432 |
TopicForge
Claim
SEO articles that sound like your brand — not generic AI output.
TopicForge run…
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| 67433 |
reaper-mcp
Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
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| 67434 |
iRacing MCP Server
Claim
Enables AI assistants to access real-time iRacing telemetry, race information, …
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| 67435 |
jktjj-mcp
Claim
MCP server for AI agent access to JKTJJ's structured BJJ data — gyms, coaches, …
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| 67436 |
yahoo_realtime_search
Claim
Enables to search Yahoo! Real-time Search for recent posts, images, videos, etc…
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| 67437 |
Provides 50+ tools for audit, repair, notifications, GL posting, reporting, and…
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| 67438 |
Ollama Web Search
Claim
Enables web search and web fetch operations using Ollama's hosted APIs, allowin…
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| 67439 |
Enables AI agents to interact with Microsoft Teams through Microsoft Graph API,…
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| 67440 |
mcp-brain
Claim
A cognitive memory system for persistent knowledge graph storage across multipl…
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| 67441 |
mistral-ai-mcp
Claim
MCP server for Mistral AI providing OCR, TTS, and STT capabilities via Voxtral.
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| 67442 |
SupraPrompt MCP Server
Claim
Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into…
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| 67443 |
bika-mcp
Claim
MCP server for integrating with Bika.ai platform, enabling AI assistants to per…
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| 67444 |
Provides AI assistants with intelligent access to Transporeon's internal compan…
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| 67445 |
Anava MCP Server
Claim
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
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| 67446 |
Mistral OCR MCP Server
Claim
Enables OCR processing of local files and public URLs using Mistral OCR. Provid…
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| 67447 |
ComfyUI-APP-MCP
Claim
A custom node plugin for ComfyUI that encapsulates workflows as templates, enab…
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| 67448 |
pb-media-studio
Claim
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| 67449 |
Basecamp MCP Server
Claim
Multi-user MCP server for Basecamp 3 with 148+ tools, enabling AI clients to ma…
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| 67450 |
Jira - GitHub MCP Server
Claim
A modular MCP server integrating Jira and GitHub to automate developer workflow…
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