MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42451 |
Office 365 Email MCP
Claim
Enables AI agents to send emails via Microsoft 365/Office 365 using app-only au…
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| 42452 |
local-events-mcp
Claim
A small MCP server that scrapes and returns semantic event data from configured…
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| 42453 |
SeeDream MCP Server
Claim
Enables Claude Code to generate, edit, blend, and create variations of images u…
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| 42454 |
Read or write a Cobalt Capture visual product review — notes plus annotated scr…
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| 42455 |
duo-metrics-mcp
Claim
Enables AI assistants to query personal Duolingo metrics such as daily XP, sess…
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| 42456 |
Enables querying of current A\&E waiting times, specialist outpatient waiting t…
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| 42457 |
Apple Apps MCP
Claim
Local macOS MCP server and setup app for Apple apps
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| 42458 |
Yahoo Finance MCP Server
Claim
MCP server that exposes Yahoo Finance data through tools for searching instrume…
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| 42459 |
nats-chat
Claim
An MCP server for inter-session communication between Claude Code instances usi…
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| 42460 |
Enables appending text to Google Docs and creating Gmail drafts with interactiv…
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| 42461 |
mainframe-mcp
Claim
Provides safe, structured access to an IBM z/OS mainframe through natural langu…
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| 42462 |
ida-domain-mcp
Claim
Headless MCP server for IDA Pro enabling on-demand database loading and program…
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| 42463 |
Enables management and inspection of webhook tokens (URLs) and incoming request…
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| 42464 |
txt-to-md-mcp
Claim
Enables writing text content to Markdown files with folder organization and ove…
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| 42465 |
dataforseo-mario
Claim
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| 42466 |
restaurant-mcp
Claim
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
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| 42467 |
cerebro-code-memory
Claim
Persistent code-knowledge memory across AI chat sessions, caching code understa…
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| 42468 |
Godot MCP
Claim
Godot MCP connects AI assistants directly to the Godot editor, exposing 300+ to…
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| 42469 |
warcraft-wiki-mcp
Claim
MCP server that gives LLMs live access to warcraft.wiki.gg API documentation wi…
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| 42470 |
arrivia-recs
Claim
Provides AI-driven, partner-aware travel recommendations with auditability, int…
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| 42471 |
TalkGuard (톡가드)
Claim
A Korean-centric MCP server that detects promise and schedule conflicts before …
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| 42472 |
mcp-geohash
Claim
Encode latitude/longitude to geohash strings and decode geohashes to coordinate…
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| 42473 |
openserverless-mcp
Claim
An MCP server for OpenServerless that exposes action tools for creating, invoki…
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| 42474 |
MCP Server Template
Claim
Minimal template for building Model Context Protocol servers with Bun and TypeS…
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| 42475 |
mcp
Claim
MCP server for microservices.sh: inspect verified Cloudflare-native modules/tem…
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| 42476 |
ChEMBL-MCP-Server
Claim
A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
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| 42477 |
ghl-command-feedback
Claim
GoHighLevel (GHL) MCP server. 212 tools across 43 modules including the only pr…
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| 42478 |
Ravenna MCP Server
Claim
Allows LLMs to create, update, and retrieve tickets directly from the Ravenna h…
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| 42479 |
mnemos
Claim
MCP server providing persistent memory, semantic search, versioned storage, web…
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| 42480 |
Provides Vertex AI Search for Commerce product search as a tool, enabling AI ag…
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| 42481 |
mcp-memvid
Claim
Provides long-term memory and lossless context management for Claude Code, enab…
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| 42482 |
Jangteo
Claim
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| 42483 |
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
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| 42484 |
Plane MCP
Claim
Connect Claude to your Plane workspace to manage projects, work items, cycles, …
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| 42485 |
Xiaozhi Desktop MCP
Claim
A desktop MCP service that integrates voice assistants into Mac workflows, enab…
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| 42486 |
competitor-monitor-ai-mcp MCP server by MEOK AI Labs
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| 42487 |
Lightning-fast HTML generation from AI agents with 15 tools, 22 components, and…
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| 42488 |
An MCP server that provides tools for interacting with Vercel API, enabling man…
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| 42489 |
VuhluiForge MCP
Claim
Converts screenshots into context-aware UI code that integrates seamlessly with…
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| 42490 |
Cloud Memory MCP
Claim
A minimal, tag-free personal memory system that syncs across all Claude interfa…
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| 42491 |
A minimal MCP server that exposes web search via Synthetic's API, providing a s…
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| 42492 |
healthsec-mcp
Claim
Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…
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| 42493 |
pmxt-mcp
Claim
MCP server that provides a unified prediction market API for multiple venues li…
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| 42494 |
TradeMCP
Claim
An MCP server that exposes trading analytics — technical indicators, portfolio …
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| 42495 |
crawlforge-mcp
Claim
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
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| 42496 |
Wedding Manager MCP
Claim
Enables users to manage wedding preparation tasks including timeline generation…
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| 42497 |
county-mcp
Claim
Provides access to Kenya 47-county local government data, including demographic…
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| 42498 |
bigmac-mcp
Claim
A small MCP server that turns a shared Ollama box into a team resource for Clau…
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| 42499 |
mcp-watermelon
Claim
MCP server for Watermelon.ai that exposes all 13 public API endpoints as tools,…
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| 42500 |
chatgpt-codex-local-mcp
Claim
A secure MCP server that exposes local repository context to ChatGPT/Codex with…
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