MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 3 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56551 |
yandex-metrika-mcp
Claim
Read-only MCP server for Yandex Metrika analytics, enabling report retrieval vi…
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| 56552 |
ffl-mcp
Claim
MCP server for ffl. Let AI share anything for you.
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| 56553 |
mattergate
Claim
A self-hostable MCP permissions gateway for legal-tech systems that connects le…
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| 56554 |
shadcndashboard-mcp
Claim
MCP server for Shadcn Dashboard that enables AI to discover, search, and instal…
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| 56555 |
Firewall AIops
Claim
Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.
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| 56556 |
faststack-mcp
Claim
Local-first, read-only MCP server for Claude Code that indexes and searches ful…
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| 56557 |
悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server,提供市…
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| 56558 |
Klaviyo MCP Server
Claim
A comprehensive MCP server for interacting with the Klaviyo API, providing tool…
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| 56559 |
homelab-mcp
Claim
Enables management of homelab infrastructure, including Docker/Podman container…
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| 56560 |
Provides comprehensive real estate market intelligence, property valuation, and…
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| 56561 |
CyberDestiny
Claim
Provides 35 MCP tools for Chinese metaphysical divination, including BaZi, ZiWe…
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| 56562 |
ableton-mcp-loopback
Claim
A loopback-bound MCP server that enables MCP clients to control Ableton Live (s…
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| 56563 |
BRS Signals MCP Server
Claim
Provides real-time Bitcoin market regime detection by fusing on-chain, derivati…
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| 56564 |
audioknihy.cz Catalog
Claim
Czech audiobook catalog MCP server. Search 12 000+ titles + compare prices acro…
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| 56565 |
kbask
Claim
Hybrid MCP server that combines Graphify’s structural code graphs with Understa…
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| 56566 |
MCP Image Tools Server
Claim
Provides image processing tools for Claude Code, including downloading toy-rela…
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| 56567 |
kubeaid-mcp
Claim
Exposes a Kubernetes cluster to MCP-compatible AI clients, enabling read-only a…
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| 56568 |
D3 MCP Server
Claim
Provides D3 visualization documentation, chart recommendations, and code genera…
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| 56569 |
MCP4Acumatica
Claim
A remote MCP server that connects Claude to Acumatica ERP 2025 R2 with per-user…
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| 56570 |
qzcli
Claim
Enables managing OpenI platform resources (login, query nodes, submit jobs, vie…
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| 56571 |
littlebird-mail
Claim
An MCP server that provides email sending, reading, replying, and searching cap…
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| 56572 |
SDR MCP Server
Claim
Conversational AI control for Software Defined Radio via the Model Context Prot…
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| 56573 |
Enables AI assistants to search, query, and manage Azure AI Search indexes usin…
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| 56574 |
heor-agent
Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
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| 56575 |
SkyDeckAI Code
Claim
Provides tools for AI-driven development workflows including file system operat…
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| 56576 |
A fashion vertical MCP server providing tools for product SEO audits and trend …
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| 56577 |
draft-mcp-server
Claim
Enables AI assistants to draft content such as PR descriptions, tickets, or mes…
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| 56578 |
compresh-mcp
Claim
Provides production-grade context compression for LLM agent conversations with …
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| 56579 |
text2sql-mcp
Claim
Enables natural language querying of SQL databases by allowing the agent to exp…
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| 56580 |
Validates legal citations against the CourtListener database to detect hallucin…
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| 56581 |
MarsNMe
Claim
Agent-agnostic memory backend that preserves continuity between humans and AI o…
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| 56582 |
mockscreenshots-mcp
Claim
Compose fake chat conversations and receive deep links to a pre-filled generato…
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| 56583 |
Polymarket MCP Server
Claim
Enable Claude to autonomously trade, analyze, and manage positions on Polymarke…
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| 56584 |
Substack MCP Server
Claim
Enables LLM clients to interact with Substack's API for automations like creati…
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| 56585 |
spec-builder-mcp
Claim
An MCP server that helps AI assistants plan and document software features usin…
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| 56586 |
mcp-powerBI
Claim
Enables discovery of Power BI workspaces and semantic models via REST API and M…
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| 56587 |
Darwin RAG
Claim
Local-first RAG engine with MCP server for AI agent integration.
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| 56588 |
Gmail MCP Server
Claim
Enables AI assistants to send, search, and read emails via Gmail using OAuth2 a…
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| 56589 |
antigravity-intern
Claim
An MCP server that bridges Claude Code with Antigravity CLI using a Swarm Agent…
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| 56590 |
agent-vision-mcp
Claim
Provides image analysis, inspection, cropping, OCR, and comparison capabilities…
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| 56591 |
codesentry-mcp
Claim
AI-powered code review assistant that analyzes repositories for security vulner…
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| 56592 |
DuckHub QR Menu
Claim
Hosted MCP server to manage a restaurant menu from AI agents - 39 tools over th…
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| 56593 |
arxiv-query-mcp
Claim
Enables AI assistants to search arXiv papers, retrieve metadata, browse categor…
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| 56594 |
four-leaf-mcp
Claim
Job search assistant and interview prep inside any ai tool via MCP or public sk…
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| 56595 |
DataLens MCP Connector
Claim
Exposes Yandex DataLens operations as tools for Claude, enabling API health che…
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| 56596 |
ArchiMate MCP Server
Claim
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
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| 56597 |
safetrade-mcp
Claim
Docs-driven MCP server for SafeTrade REST API with a generic client that reads …
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| 56598 |
ab_mcp
Claim
A file system MCP server that confines AI assistant file tools to a single fold…
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| 56599 |
HubSpot MCP Server
Claim
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
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| 56600 |
Agentic AI MCP Server
Claim
An MCP server with real AI capabilities (OpenAI/Anthropic) for natural language…
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