MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50001 |
Email deliverability audit API for AI agents. Analyze any domain's email authen…
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| 50002 |
Crawl4AI RAG MCP Server
Claim
An MCP server that integrates Crawl4AI with Supabase to enable AI agents to cra…
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| 50003 |
Bodrum Belediyesi
Claim
Provide a scaffold for building MCP servers with ease. Accelerate development b…
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| 50004 |
IP-MCP
Claim
Enables natural language access to Japanese patent information through the JPO …
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| 50005 |
Mineru MCP Server
Claim
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
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| 50006 |
An MCP server that enables Claude Desktop to access and analyze financial data …
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| 50007 |
Capacities MCP Worker
Claim
A Cloudflare Worker that wraps the Capacities API as a remote MCP server, enabl…
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| 50008 |
endiagram
Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
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| 50009 |
MCP server for generating charts using AntV. Supports various chart types throu…
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| 50010 |
ourairports-mcp-server
Claim
Resolve airport codes (IATA/ICAO/GPS/local), search airports, find the nearest …
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| 50011 |
Gonka Network Pricing
Claim
Compare LLM inference costs vs OpenAI/Anthropic/DeepSeek. Gonka is up to 6800x …
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| 50012 |
seedweaver-mcp
Claim
Schema-aware relational test data generator with working foreign keys, for any …
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| 50013 |
mcp
Claim
Chilean DTE/SII invoicing — issue invoices, reconcile payments and manage clien…
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| 50014 |
Zipp
Claim
Multi-language crypto news with editorial sentiment + importance scoring; cites…
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| 50015 |
prompt-optimizer-2-0-0
Claim
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| 50016 |
calendar-app-mcp
Claim
Enables AI assistants to access and interact with macOS Calendar.app events and…
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| 50017 |
local-rag
Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
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| 50018 |
TermSSH MCP
Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 50019 |
Cardano MCP Server
Claim
A specialized gateway that simplifies Cardano blockchain integration for applic…
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| 50020 |
mcp-google-tasks
Claim
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
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| 50021 |
agent-audit-mcp
Claim
Immutable audit trail for agent-to-agent interactions
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| 50022 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
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| 50023 |
tradernet
Claim
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| 50024 |
ProxmoxMCP
Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
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| 50025 |
TeamCity MCP Server
Claim
Enables management of TeamCity CI/CD operations through natural language comman…
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| 50026 |
plantos
Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
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| 50027 |
notification-mcp
Claim
Enables sending push notifications via Bark and PushDeer services, supporting m…
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| 50028 |
Redfish MCP Server
Claim
Enables AI agents to manage infrastructure through natural language queries to …
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| 50029 |
copilot-status-mcp
Claim
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
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| 50030 |
fpf-memory
Claim
This MCP server provides a deterministic index of the First Principles Framewor…
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| 50031 |
Parlay
Claim
Remote MCP server for prediction markets — search and compare live odds across …
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| 50032 |
DevHelm MCP Server
Claim
Monitor uptime, manage incidents, configure alerting, and query dependency stat…
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| 50033 |
GIMP MCP
Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
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| 50034 |
zte-f680-mcp
Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
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| 50035 |
az-devops-cli-mcp
Claim
Azure DevOps MCP tools for Claude Code and Codex CLI, enabling interaction with…
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| 50036 |
Dokploy MCP Server
Claim
A middleware service that allows LLMs and AI assistants to directly interact wi…
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| 50037 |
crawlforge-mcp
Claim
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
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| 50038 |
postgress
Claim
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| 50039 |
hatchable
Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
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| 50040 |
UI Design to Code
Claim
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visua…
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| 50041 |
intake_triage_mcp
Claim
A deterministic MCP server for legal intake triage that provides practice-area …
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| 50042 |
slugify-ai-mcp
Claim
slugify-ai-mcp MCP server by MEOK AI Labs
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| 50043 |
AgentLine
Claim
Give AI agents a phone number. Voice calls, SMS, and phone number management fo…
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| 50044 |
claude-computer-use-mcp
Claim
Wraps OpenAI Codex's computer-use engine to provide MCP tools for Windows scree…
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| 50045 |
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
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| 50046 |
evmquery-mcp
Claim
Read any contract on any EVM chain through a single MCP endpoint.
Ask question…
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| 50047 |
server-anthropic
Claim
Provides access to Anthropic's AI models through the Model Context Protocol, en…
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| 50048 |
docs-mcp
Claim
MCP server for reading and writing .docx files. Exposes four paginated tools so…
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| 50049 |
TheAlmanac
Claim
Enables programmers to search, download, and access up-to-date API and software…
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| 50050 |
LocalFiles MCP Server
Claim
Provides secure access to local files from specified directories. Enables listi…
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