MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28401 |
YourMemory
Claim
YourMemory is an MCP server that uses biological forgetting curves to automatic…
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| 28402 |
StudioMeyer Geo
Claim
AI visibility monitoring. 23 tools, 8 LLM platforms, Magic Link auth. Free tier.
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| 28403 |
StudioMeyer Memory
Claim
AI memory with 53 tools. Knowledge Graph, semantic search, Magic Link auth. Fre…
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| 28404 |
A comprehensive Model Context Protocol server that bridges LLMs with self-hoste…
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| 28405 |
SpecForged
Claim
Create and evolve clear software specifications from requirements and design to…
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| 28406 |
MCP Safari Server
Claim
A server that provides AI assistants programmatic control of Safari browser on …
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| 28407 |
GitLab MCP Server
Claim
Enables AI agents to interact with GitLab repositories, monitor documentation c…
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| 28408 |
Axiom-hub
Claim
Persistent decision memory and contradiction detection for AI coding agents. En…
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| 28409 |
mcp-telegram-bot
Claim
MCP server that exposes a Telegram bot
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| 28410 |
A Model Context Protocol server designed to streamline Expo and React Native de…
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| 28411 |
MCP OpenAPI Discovery
Claim
Discovers, inspects, and executes requests against OpenAPI or Swagger APIs dire…
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| 28412 |
Fetcher MCP
Claim
A server that allows fetching web page content using Playwright headless browse…
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| 28413 |
Xcode MCP Server
Claim
A server that acts as a bridge between Claude and local Xcode projects, enablin…
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| 28414 |
firefox-devtools-mcp
Claim
Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
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| 28415 |
Assert
Claim
Run real Playwright E2E tests from your AI coding agent.
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| 28416 |
Search Console Analytics
Claim
Analyze Google Search Console performance with rich dimensions, advanced filter…
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| 28417 |
A deployment template for hosting remote Model Context Protocol servers on Clou…
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| 28418 |
Generate high-quality images from text prompts using Leonardo AI's advanced mod…
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| 28419 |
Find Flights MCP Server
Claim
Enables searching and retrieving flight information using Duffel API, supportin…
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| 28420 |
mcp-server-bigquery-2
Claim
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| 28421 |
Enables AI assistants to perform structured, step-by-step reasoning by breaking…
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| 28422 |
test1
Claim
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| 28423 |
63 MCP tools for loyalty programs, rewards, and member operations with HITL app…
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| 28424 |
On-chain D&D 1v1 combat on Base. Register agents, wager ETH, fight. Loser dies …
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| 28425 |
star
Claim
查询星座的性格特征、守护星与元素等要点。获取每日运势,并根据生日快速确定你的星座。匹配两人星座看配对指数,计算并解读你的上升星座。
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| 28426 |
LLMSTXT-MCP Server
Claim
MCP server that allows AI agents to fetch and process llms.txt documentation fr…
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| 28427 |
Remote Math MCP Server
Claim
A Cloudflare Workers-hosted MCP server that provides basic mathematical operati…
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| 28428 |
Bodrum Belediyesi
Claim
Provide a scaffold for building MCP servers with ease. Accelerate development b…
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| 28429 |
Skillsmith
Claim
Discover, install, and manage Claude Code skills via MCP with 14,000+ curated s…
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| 28430 |
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| 28431 |
Figma Console MCP Server
Claim
Enables Claude to interact directly with Figma Desktop for creating UI componen…
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| 28432 |
Interactive programming teacher using Scrimba's methodology for 10x retention
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| 28433 |
Python Code Generator
Claim
Generate a ready-to-run Python 'Hello, World!' script with streamable output. Q…
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| 28434 |
Auto-converts FastAPI endpoints into MCP tools for semantic search, data ingest…
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| 28435 |
NewHUB
Claim
Real-time news aggregation, search, NLP sentiment analysis, and personalized pr…
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| 28436 |
Roundtable
Claim
Your AI Board of Directors. Run multi-model debates where GPT-4o, Claude, Gemin…
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| 28437 |
An integration server that connects to gpt-image-1 and Gemini imagen4 models, a…
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| 28438 |
Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Q…
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| 28439 |
An all-in-one development toolkit that integrates 10 popular MCPs with comprehe…
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| 28440 |
npx
Claim
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| 28441 |
ejec2
Claim
MCP server para El Cheff - punto de venta para restaurantes
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| 28442 |
Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP
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| 28443 |
TypeScript Starter
Claim
Kickstart a TypeScript project with ready-to-use features for calculations, gre…
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| 28444 |
Official MCP server for Western Astrology by Divine API. 53 tools covering Nata…
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| 28445 |
A minimal starter for building OpenAI Apps SDK compatible MCP servers that supp…
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| 28446 |
keboola-mcp-server
Claim
interact with Keboola Connection Data Platform. This server provides tools for …
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| 28447 |
ya-yandex-wiki-mcp
Claim
Yet Another Yandex Wiki MCP Server.
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| 28448 |
MinIO MCP Server
Claim
Enables interaction with MinIO object storage through a standardized Model-Cont…
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| 28449 |
gopluto-ai-mcp
Claim
AI assistants are powerful, but sometimes you still need the human touch — a re…
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| 28450 |
protect-mcp
Claim
Security gateway for MCP servers. Wraps any MCP server with per-tool policies (…
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