MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55301 |
AI-powered Solana trading bot with MCP integration for trading and monitoring.
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| 55302 |
Remote MCP Server
Claim
Enables running an MCP server remotely on Cloudflare Workers with OAuth authent…
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| 55303 |
GhostMinutes MCP
Claim
Provides accurate meeting transcription with speaker diarization and multilingu…
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| 55304 |
MCP Server
Claim
A modular Model Control Protocol server that provides tools for GitHub reposito…
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| 55305 |
TestRail MCP Server
Claim
Connect your AI coding assistant to TestRail to manage test cases, runs, result…
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| 55306 |
ZX84
Claim
An MCP server providing a ZX Spectrum emulator for AI testing, enabling loading…
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| 55307 |
plane-mcp-server
Claim
MCP server for Plane integration, enabling AI agents to interact with Plane API…
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| 55308 |
philosophy-mcp
Claim
MCP server for querying a multilingual philosophy corpus including glossary, th…
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| 55309 |
Trello MCP Server
Claim
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
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| 55310 |
Enables automated searching and commenting on Xiaohongshu with AI-generated com…
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| 55311 |
localcore-gateway
Claim
A local reimplementation of the AWS Bedrock AgentCore Gateway with a pluggable …
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| 55312 |
telegram-mcp
Claim
Enables LLMs to send notifications and receive responses via Telegram.
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| 55313 |
xugu-mcp
Claim
A Model Context Protocol server for XuguDB with full DDL/DML support, multi-LLM…
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| 55314 |
GoogleCalendarMCP
Claim
MCP server for interacting with Google Calendar, enabling reading events from p…
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| 55315 |
A Model Context Protocol server for interacting with the Amazon Selling Partner…
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| 55316 |
allplan-mcp-bridge
Claim
Enables Claude to create, query, and modify BIM elements in Allplan via natural…
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| 55317 |
An air-gapped, edge-native, deterministic translation layer that ingests raw De…
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| 55318 |
LightRAG Code Brain MCP
Claim
Provides a durable memory layer for coding agents like Claude Code and Codex by…
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| 55319 |
@formegifts/mcp
Claim
MCP server for the forme.gifts wishlist app that enables managing wishlists and…
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| 55320 |
Enables searching and retrieving files from SharePoint and OneDrive within Micr…
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| 55321 |
TidalCycles MCP Server
Claim
Enables conversational live coding with Claude AI and TidalCycles, allowing use…
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| 55322 |
Sync MCP Server
Claim
Enables AI agents to create lipsync videos, manage assets, and check generation…
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| 55323 |
Skill Context Manager
Claim
Provides context-aware skill selection for AI agents, reducing token usage by 8…
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| 55324 |
atiendo24-mcp-server
Claim
MCP server that connects Claude Desktop to Atiendo24 platform, enabling managem…
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| 55325 |
Enables LLMs to search and retrieve Japanese real estate data through unified a…
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| 55326 |
Enables remote access to Contentstack App MCP tools over HTTP, deployable to pl…
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| 55327 |
camoufox-jsreverser-mcp
Claim
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
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| 55328 |
appmetrica-mcp
Claim
MCP server for Yandex AppMetrica analytics, enabling Claude to access reports, …
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| 55329 |
Exasol MCP Server
Claim
Provides an LLM access to the Exasol database via MCP tools, enabling reading o…
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| 55330 |
mindgap
Claim
Exposes the mindgap knowledge graph as an MCP server over stdio, providing tool…
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| 55331 |
Angel One MCP Server
Claim
Enables AI agents to interact with Angel One brokerage for live market data, po…
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| 55332 |
Replication Radar
Claim
An MCP server that makes the OpenAIRE Graph more useful for replication by iden…
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| 55333 |
windows-rs-mcp
Claim
Enables searching and retrieving documentation for the Rust windows crate API t…
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| 55334 |
pdf-agent-mcp
Claim
A local MCP server that extracts text-layer content from PDF files, enabling AI…
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| 55335 |
op-mcp
Claim
Enables interaction with 1Password vaults and items via the op CLI, supporting …
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| 55336 |
Runware MCP Server
Claim
Enables lightning fast image and video generation using the Runware API, with t…
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| 55337 |
Basic MCP Server
Claim
A minimal Model Context Protocol server template built with Smithery SDK that d…
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| 55338 |
Speechmatics MCP Server
Claim
Enables Claude Code to transcribe audio and video files using the Speechmatics …
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| 55339 |
nvd-mcp
Claim
An MCP server that brings NIST National Vulnerability Database (NVD) intelligen…
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| 55340 |
NocoBase MCP Server
Claim
Enables interaction with NocoBase CRM platforms via the FlowModels API for mana…
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| 55341 |
Enables AI assistants to securely search and retrieve information from a user's…
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| 55342 |
intelica-mcp
Claim
Competitive intelligence API for autonomous AI agents. Analyzes any URL or comp…
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| 55343 |
A comprehensive toolkit for deploying production-ready Generative AI infrastruc…
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| 55344 |
smart-mcp-server
Claim
Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
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| 55345 |
abrasio-mcp
Claim
MCP server that exposes Abrasio as an agentic browser for AI models, allowing C…
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| 55346 |
A deployable MCP server on Cloudflare Workers that enables tool integration wit…
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| 55347 |
mdfmcp
Claim
MCP server for analyzing ASAM MDF measurement data files, enabling AI assistant…
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| 55348 |
mcp-feedback-enhanced
Claim
Establishes feedback-oriented development workflows with dual Web UI and Deskto…
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| 55349 |
Vector Memory MCP Server
Claim
Enables AI assistants to save and recall information from files or free-form no…
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| 55350 |
apple-mcp
Claim
MCP server for macOS Apple apps. Enables read/write access to Notes, Reminders,…
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