MCP Server Quality Scores
Independent quality analysis of 66301 public MCP servers
Last updated 2 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65601 |
biomarker-mcp
Claim
Enables querying celltype markers from CellMarker database using natural langua…
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| 65602 |
Semantic Memory MCP
Claim
Enables AI agents to store, search, and recall semantic memories with three mem…
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| 65603 |
creatomate-mcp-server
Claim
An MCP server that interfaces with the Creatomate API, turning LLMs into autono…
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| 65604 |
MSSQL MCP Server
Claim
Enables users to analyze, query, and modernize Microsoft SQL Server databases t…
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| 65605 |
docusaurus-plugin-mcp
Claim
Exposes Docusaurus documentation and OpenAPI specs as an MCP server, enabling A…
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| 65606 |
Pressable MCP Server
Claim
Provides a comprehensive suite of 56 tools for the management and automation of…
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| 65607 |
mcp-prompt-optimizer
Claim
MCP server for professional prompt engineering and agentic scaffolding, with cl…
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| 65608 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 65609 |
mcp
Claim
Generate, audit, and maintain legal policies that match what your code actually…
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| 65610 |
agentic-knowledge
Claim
An MCP server that guides AI assistants to navigate documentation using their b…
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| 65611 |
jimeng-video-mcp-server
Claim
Enables generating videos from images and text prompts using Jimeng Video 3.0 A…
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| 65612 |
Publora MVP MCP Server
Claim
Enables AI agents to create, schedule, and manage social media posts across 10 …
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| 65613 |
fingers
Claim
The honest trust index for x402: check who you're paying before your agent pays.
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| 65614 |
viber-mcp
Claim
MCP server for the Viber Bot REST API — drive a Viber bot from Claude Desktop, …
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| 65615 |
habitify-mcp-server
Claim
Enables AI assistants to manage Habitify habits, journals, moods, and notes thr…
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| 65616 |
Market Inspector
Claim
Multi-asset market intelligence MCP server that monitors cryptocurrency movemen…
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| 65617 |
litcoin-mcp
Claim
Enables querying the LitCoin knowledge graph for nodes, edges, and relationship…
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| 65618 |
image-recognition-mcp
Claim
Gives vision-less LLMs the ability to recognize clipboard screenshots and image…
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| 65619 |
Enables AI assistants to control a browser for web automation tasks like naviga…
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| 65620 |
oraclemcp
Claim
Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (…
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| 65621 |
A TypeScript MCP server that exposes OPC UA read access through server-side aut…
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| 65622 |
Explore and query the Plantops GraphQL API with schema introspection, field dis…
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| 65623 |
dronelyticsio
Claim
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
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| 65624 |
Enables fetching YouTube video transcripts with metadata, including timed capti…
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| 65625 |
mcp-apps-interactive-ui
Claim
A runnable example of building interactive in-chat UI with MCP Apps, demonstrat…
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| 65626 |
Gemini API Server
Claim
Enable direct access to Google's Gemini API from Claude Desktop for advanced co…
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| 65627 |
bonnard-cli
Claim
Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be l…
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| 65628 |
IA-QA as an MCP Server
Use IA-QA's developer tools to test your llm agents RAG …
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| 65629 |
iso27001-mcp
Claim
ISO 27001 compliance workspace for Claude. Risks, policies, SoA, evidence, and …
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| 65630 |
GoHighLevel MCP Server
Claim
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
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| 65631 |
wraith-mcp
Claim
An AI-native stealth browser MCP server that uses AI vision navigation and bot …
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| 65632 |
Shopmium MCP Server
Claim
A custom MCP server that provides high-level tools for controlling Shopmium and…
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| 65633 |
Dense Mem
Claim
About
Self-hosted AI agent memory server with MCP, evidence provenance, typed c…
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| 65634 |
Weather MCP Server
Claim
Enables fetching current temperature for any city using the Open-Meteo API, req…
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| 65635 |
Spec Kit Memory Hub
Claim
Repository-native, Git-reviewable memory extension for AI coding assistants to …
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| 65636 |
ExcaliDraw Skill Pack
Claim
The diagram-quality layer for AI agents — an opinionated Excalidraw methodology…
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| 65637 |
MCP-Context-Provider
Claim
A static MCP server that helps AI models maintain tool context across chat sess…
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| 65638 |
keynote-mcp
Claim
Local macOS MCP server that reads, edits, and exports Apple Keynote presentatio…
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| 65639 |
MCP Spa
Claim
A hosted MCP server that provides AI agents with spa-like treatments (breathing…
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| 65640 |
idf-mcp
Claim
Turn an IDF domain into an MCP server with invariants and role scopes in every …
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| 65641 |
owui-bash-mcp
Claim
Enables Open WebUI to execute bash commands for coding tasks in a persistent pr…
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| 65642 |
RunCue
Claim
RunCue MCP enables coding agents to navigate, inspect, and verify iOS app UI us…
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| 65643 |
A production-ready MCP server that bridges physical sensor data with AI reasoni…
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| 65644 |
wpa-mcp
Claim
Control Linux WiFi from Claude and other MCP clients — scan, connect, debug, an…
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| 65645 |
trundler
Claim
A local MCP server for grocery shopping, enabling product search, specials, and…
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| 65646 |
todo-hud-mcp
Claim
MCP server for managing a todo list with gamified pomodoro features, exposing s…
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| 65647 |
SMS-Activate MCP Server
Claim
MCP server for integrating with SMS-Activate service, enabling phone number ope…
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| 65648 |
mumuai
Claim
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| 65649 |
Flow2API MCP Server
Claim
Wraps Flow2API / OpenAI-compatible image generation upstream into an MCP servic…
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| 65650 |
Resend MCP Server
Claim
Enables sending emails and managing email delivery through Resend's API, allowi…
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