MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 4 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50301 |
shortcuts-bridge
Claim
MCP connector that lets ChatGPT list, search, and run your Apple Shortcuts via …
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| 50302 |
gaode
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| 50303 |
sheets-finance-mcp
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MCP server for the SheetsFinance formula catalog, enabling search and construct…
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| 50304 |
sample-mcp
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A sample MCP server built with Node.js and TypeScript, demonstrating the three …
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| 50305 |
Summit MCP server
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Brings Summit's CRO audit insights into coding agents, enabling them to fetch a…
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| 50306 |
sumo-mcp
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Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
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| 50307 |
LLM reasoning regime detection, cross-domain pattern transfer, and model routin…
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| 50308 |
poppy
Claim
Developer memory CLI and MCP server. Remember decisions, preferences, and lesso…
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| 50309 |
onion-search-mcp
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Enables searching and exploring the dark web (.onion) via a gMCP-compatible ser…
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| 50310 |
Calculator MCP Server
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Provides basic calculator operations (add, subtract, multiply, divide) as MCP t…
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| 50311 |
learnings-mcp
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An MCP server for managing learning prompts, supporting both global and local l…
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| 50312 |
AgentMailbox
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Enables AI agents to maintain persistent context across sessions, restarts, and…
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| 50313 |
MCP server that exposes RESTForge capabilities to AI agents, enabling them to s…
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| 50314 |
Kdenlive MCP Server
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Enables AI models to perform complex video editing tasks on Kdenlive projects t…
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| 50315 |
Manages employee leave with Claude Desktop via natural language. Enables checki…
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| 50316 |
yfinance-mcp-ts
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An MCP server that provides 20 tools for accessing Yahoo Finance stock data, fi…
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| 50317 |
local-Rag
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A local-first document retrieval MCP server that enables AI coding tools like C…
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| 50318 |
An orchestration system that breaks down user prompts into actionable tasks and…
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| 50319 |
United States payments for AI agents — Stripe checkout via Stripe. Never holds …
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| 50320 |
weather-server
Claim
A simple MCP server that provides weather tools, deployable with Docker, and de…
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| 50321 |
mcp-korean-spell
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Provides Korean spell checking and grammar correction via a single tool. It int…
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| 50322 |
@formegifts/mcp
Claim
MCP server for the forme.gifts wishlist app that enables managing wishlists and…
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| 50323 |
Lazy MCP
Claim
A proxy MCP server that lazy-loads tools from configured servers on demand, red…
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| 50324 |
A low-latency text-to-speech MCP server that uses local Kokoro GGUF inference v…
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| 50325 |
mcp
Claim
One message in, a full agentic application out: website and MCP app, live. Buil…
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| 50326 |
kartverket-mcp
Claim
MCP server that provides tools to search Norwegian addresses, reverse geocode, …
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| 50327 |
MCP server for Android device automation via ADB, enabling screen control, phon…
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| 50328 |
Todo MCP Server
Claim
Enables AI assistants to manage a todo list with add, list, complete, and delet…
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| 50329 |
Scaffolds new MCP servers for the OpenSIN-Code ecosystem with templates for Pyt…
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| 50330 |
A2UI MCP Server
Claim
Enables Claude Code to generate and preview rich user interfaces via the A2UI p…
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| 50331 |
Enables text-to-image and pixel art generation using Pollinations.ai with no AP…
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| 50332 |
my-weather-server-0706
Claim
MCP server that provides current weather for any city using Open-Meteo APIs. It…
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| 50333 |
Dappier MCP Server
Claim
Enables fast real-time web search and access to premium data from trusted sourc…
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| 50334 |
mem0-custom-mcp
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A custom MCP server that connects to self-hosted Mem0 API instances, enabling C…
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| 50335 |
baseline-mcp-server
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An MCP server that queries the baseline status of web platform features using d…
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| 50336 |
linkedin-analyzer
Claim
Analyzes LinkedIn profiles for specific companies and roles to extract career p…
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| 50337 |
todo-assistant
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Manages TODO tasks with operations like add, list, complete, update, and delete…
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| 50338 |
smithery-mcp-server-5
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| 50339 | — | |||||||||
| 50340 |
gdocs-mcp
Claim
MCP server for Google Docs and Sheets that enables AI assistants to read, creat…
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| 50341 |
Conduit
Claim
A self-hosted RSS reader MCP server that manages RSS subscriptions and fetches …
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| 50342 |
climate-feeds
Claim
Provides tools to list curated climate and energy feeds, read feed items, and f…
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| 50343 |
notion-mcp-server
Claim
Enables Claude Desktop to read and create Notion pages with markdown formatting…
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| 50344 |
ExoSense MCP Server
Claim
Enables interaction with ExoSense IoT devices, sensors, groups, and assets via …
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| 50345 |
nc-forms-mcp
Claim
MCP server for the Nextcloud Forms API v3 that enables secure creation, update,…
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| 50346 |
Provides code review and guideline loading based on Andrej Karpathy's coding pr…
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| 50347 |
openclaw-mcp
Claim
Enables Claude Code to communicate with an OpenClaw bot via Matrix, allowing yo…
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| 50348 |
llmtrim
Claim
MCP server and local proxy that compresses LLM prompts, tool output, and replie…
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| 50349 |
membot
Claim
Provides a persistent, versioned, and searchable context store for AI agents wi…
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| 50350 |
Schedule Docker builds via Windows Task Scheduler — survives VS Code terminal t…
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