MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 4 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62101 |
youmind-mcp
Claim
Bridges YouMind content to AI assistants via MCP, enabling retrieval of craft c…
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| 62102 |
Engine-MCP
Claim
A code understanding and generation system designed for Galacean Engine that he…
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| 62103 |
mcp
Claim
Agentic scheduling & booking for field service: availability, jobs, customers, …
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| 62104 |
사주 MCP 대시보드
Claim
Korean traditional saju (four pillars) fortune analysis MCP server with a premi…
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| 62105 |
dtelecom-stt
Claim
Enables AI assistants to transcribe audio files using dTelecom's real-time spee…
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| 62106 |
operandi
Claim
Grounded, safety-checked appliance operation packages for robots and agents. Ze…
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| 62107 |
portkey-admin-mcp
Claim
Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.
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| 62108 |
DDG MCP1234
Claim
A basic MCP server template with example tools for echoing messages and retriev…
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| 62109 |
todoist-mcp-lite
Claim
Minimal Todoist MCP server that provides direct passthrough to the Todoist REST…
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| 62110 |
SoulverCore MCP Server
Claim
A comprehensive MCP server that integrates SoulverCore with Claude Desktop, ena…
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| 62111 |
paragonos-misc-tools
Claim
A collection of miscellaneous tools for Claude, Cursor, and MCP-compatible clie…
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| 62112 |
roistat-mcp
Claim
Enables Claude Desktop to interact with Roistat analytics, orders, statistics, …
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| 62113 |
Control real, physical iPhones with AI: screen reading, human-like touch, no ja…
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| 62114 |
MCP Text Editor Server
Claim
A Model Context Protocol (MCP) server that provides line-oriented text file edi…
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| 62115 |
Enables AI educators to provide simple explanations, interactive demonstrations…
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| 62116 |
spawnpoint
Claim
Deploy the small apps your agent builds: one tool call returns a live, private …
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| 62117 |
A flock of AI users tests your deployed app and reports where real people get s…
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| 62118 |
PinchMCP
Claim
An MCP server that analyzes Linear feature dependencies using dominator analysi…
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| 62119 |
GetCurrentOffer
Claim
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
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| 62120 |
todoglow
Claim
See what each of your coding agents is working on, and read or advance your tod…
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| 62121 |
Mercora
Claim
Enables AI agents to discover products, build carts, and complete purchases acr…
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| 62122 |
Stratta
Claim
Read the SIA and Eurocode norms your bureau licensed, cited to the section and …
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| 62123 |
MCP Security Framework
Claim
Enables creation of secure-by-default MCP servers with 5-layer validation to pr…
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| 62124 |
Docker Swarm MCP Server
Claim
A production-ready MCP server for Docker Swarm that provides full control over …
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| 62125 |
ContextualAgentRulesHub
Claim
MCP server for storing and retrieving context-specific agent rules, enabling AI…
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| 62126 |
Auto-converts FastAPI endpoints into MCP tools for semantic search, data ingest…
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| 62127 |
BioLab MCP Server
Claim
Unified MCP server providing AI-agent-ready access to AlphaFold, PubMed, ChEMBL…
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| 62128 |
js_smithery-mcp
Claim
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| 62129 |
Second Brain
Claim
Persistent, semantically-searchable memory for AI agents using local PostgreSQL…
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| 62130 |
MCP server that enables searching Korean patents, trademarks, and designs via K…
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| 62131 |
shopping-discovery
Claim
Product discovery for AI agents: ranked products and bundles from the open merc…
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| 62132 |
ConventionSense
Claim
Git-history hole detector: flags files and C# members that co-change with your …
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| 62133 |
personal-gmail-mcp
Claim
Enables managing Gmail inbox and Google Calendar through MCP, with tools for em…
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| 62134 |
remote-mcp-authless
Claim
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 62135 |
mcp-vanguard
Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
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| 62136 |
fearnation-mcp
Claim
An MCP server that searches the fearnation.club news archive at item-level gran…
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| 62137 |
Compeller
Claim
Create and track AI music videos and audio-reactive visuals from songs.
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| 62138 |
Hello
Claim
Greet people by name and scrape websites for content. Gather page information q…
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| 62139 |
mcp-nixreview
Claim
A safety gate for agent-proposed NixOS configuration changes, grading security-…
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| 62140 |
summary-always
Claim
A server that summarizes and records conversation key points, supporting adding…
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| 62141 |
tasks
Claim
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| 62142 |
HasData MCP Server
Claim
Direct access to 40+ scraping and search tools. Extract structured data from Go…
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| 62143 |
CloudTypeJ MCP Server
Claim
MCP server providing calculator, user list, and statistics tools with Bearer To…
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| 62144 |
Splitwise MCP Server
Claim
A standalone MCP server that provides complete access to the Splitwise API, ena…
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| 62145 |
Cognitive Core
Claim
Enables AI agents with persistent, multi-layer memory, multi-agent collaboratio…
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| 62146 |
Jupiter Invoice
Claim
Create and manage invoices and customers on Jupiter Invoice (MCP, API-key auth).
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| 62147 |
va-pentest-mcp
Claim
A Model Context Protocol server for automated security vulnerability assessment…
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| 62148 |
Postal address validation API for AI agents. Parse and validate addresses world…
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| 62149 |
MCP Simulator
Claim
A universal MCP server that dynamically generates and simulates actions for any…
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| 62150 |
ElevenLabs MCP Server
Claim
An MCP server that provides text-to-speech, speech-to-text, and voice managemen…
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