MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 2 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59501 |
symath
Claim
High-precision mathematics server for MCP clients, providing exact integer arit…
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| 59502 |
PilotOps MCP
Claim
Enables AI-driven incident response by connecting Claude to monitoring tools li…
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| 59503 |
codex-bridge
Claim
MCP server that lets Claude Code ask GPT Codex for adversarial planning, code r…
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| 59504 |
LongBook Verifier
Claim
An MCP server that evaluates whether retrieval methods and AI outputs are groun…
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| 59505 |
papermate
Claim
This MCP server enables AI models to format academic papers into Word documents…
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| 59506 |
Coddie MCP Server
Claim
Secure read-only access to Coddie project planning data, enabling AI assistants…
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| 59507 |
Connector for Perplexity API, to enable real-time, web-wide research.
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| 59508 |
Gripp MCP
Claim
MCP server for the Gripp API, enabling CRUD operations on Gripp entities with b…
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| 59509 |
appwrite-console-mcp
Claim
Provides root access to all Appwrite projects, enabling management of projects,…
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| 59510 |
Enables comprehensive GitHub project management with 20 tools for issue trackin…
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| 59511 |
testmcp
Claim
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| 59512 |
A universal MCP server that runs creative sub-agents (chapter writer, auditor, …
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| 59513 |
mcp-otobo
Claim
MCP server for Otobo ITSM enabling AI assistants to search, create, update, and…
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| 59514 |
Amazon Seller MCP Server
Claim
Exposes Amazon Selling Partner API tools for sellers to manage orders, inventor…
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| 59515 |
MCP server for the Obsidian CLI with controlled profiles for governed read-only…
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| 59516 |
cafe-mcp
Claim
Korean Saju (Four Pillars / 사주명리) birth-chart analysis — 5 free tools: chart, f…
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| 59517 |
Yandex Weather MCP
Claim
Local MCP server that provides current weather, forecast, summary, and weather …
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| 59518 |
Useful Helpers Suite
Claim
An MCP server that exposes a suite of developer tools and apps via a shared too…
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| 59519 |
Google Chat MCP Server
Claim
Enables interaction with Google Chat via MCP using the internal Dynamite API, a…
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| 59520 |
mem0-mcp
Claim
MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention
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| 59521 |
Memex
Claim
Personal knowledge base MCP server enabling AI agents to search, read, and add …
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| 59522 |
tiangong-mcp
Claim
An MCP server for the TianGong platform, enabling users to forge, share, and cu…
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| 59523 |
Trilium MCP Server
Claim
Enables AI clients to manage Trilium Notes with full CRUD operations, search, c…
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| 59524 |
Provides tools for semantic decomposition, proof search, knowledge graph operat…
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| 59525 |
MED Vehicle Intelligence
Claim
# MED Vehicle Intelligence
**Expert car repair and maintenance advisory tool…
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| 59526 |
myco-brain
Claim
Myco Brain gives AI agents persistent, source-traceable memory and a knowledge …
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| 59527 |
mcp-flutter-senior
Claim
Provides Flutter best practices, code analysis, and state management recommenda…
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| 59528 |
model-compose
Claim
Docker Compose for AI workflows. Define AI agents, RAG pipelines, MCP servers, …
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| 59529 |
Headroom Mini
Claim
Local MCP server for token optimization, providing tools to compress code/JSON,…
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| 59530 |
AI Firewall MCP
Claim
Multi-agent LLM security layer detecting prompt injection and jailbreaks.
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| 59531 |
mcp
Claim
Email for AI agents: inboxes, send/reply/forward, search, threads, webhooks — 2…
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| 59532 |
sequentialthinking2
Claim
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| 59533 |
agentmail
Claim
Provides AI agents with compliance screening (OFAC sanctions, risk scoring, Kno…
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| 59534 |
ssuMCP
Claim
숭실대학교의 모든 정보 제공과 자동화 에이전트 기능을 MCP 표준 도구로 제공하는 공개 서버
지속적으로 업데이트 및 기능 추가 중입니다
공…
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| 59535 |
keyvault
Claim
Enables AI agents to securely manage API keys and secrets via the MCP protocol,…
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| 59536 |
netease-music-mcp
Claim
MCP server for controlling local music playback via NetEase Cloud Music, enabli…
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| 59537 |
XMTP MCP Server
Claim
Enables AI agents to interact with the XMTP decentralized messaging network. Su…
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| 59538 |
MCP Weather Assistant
Claim
Enables users to query weather information for Israel via Playwright browser au…
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| 59539 |
mcp-file-roots-demo
Claim
Enables interactive chat with AI models via Anthropic API, with controlled file…
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| 59540 |
@lunaar/mcp-server
Claim
Lets MCP-compatible hosts like Claude and Cursor use Lunaar's AI building block…
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| 59541 |
AI Prompt Guide MCP
Claim
Orchestrates AI agents through structured markdown documents, enabling multi-ag…
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| 59542 |
ksp-mods-mcp
Claim
MCP server for searching Kerbal Space Program mods from the CKAN index, with to…
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| 59543 |
coinvest-mcp
Claim
Local MCP server that exposes Liquid Co-Invest's trading data and order tools t…
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| 59544 |
Movie Booking Assistant
Claim
Provides a suite of tools for searching movies, checking showtimes, and managin…
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| 59545 |
mimecast-mcp
Claim
MCP server for Mimecast Email Security — message tracking, threat intelligence,…
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| 59546 |
An MCP server that converts Figma designs into React code.
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| 59547 |
SyncroMSP MCP Server
Claim
Enables AI assistants to fully access and manage SyncroMSP resources including …
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| 59548 |
ahmad
Claim
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| 59549 |
mock-mcp
Claim
A minimal local HTTP MCP mock server for development and testing, providing pre…
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| 59550 |
MCP Moloni ON
Claim
MCP server that exposes the Moloni ON GraphQL API to AI clients, providing a cu…
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