MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 4 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50001 |
MCP Agents Server
Claim
Facilitates interaction and context sharing between AI models using the standar…
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| 50002 |
docrag
Claim
Provides RAG (Retrieval Augmented Generation) access to technical documentation…
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| 50003 |
Browser MCP Server
Claim
A Docker-based workspace providing headless Chrome browser with CDP proxy and n…
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| 50004 |
mermaid_mcp_tool
Claim
Provides Mermaid code validation and iterative line-level repair to fix syntax …
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| 50005 |
vibecheck
Claim
Agent-native "safe to ship?" security gate for AI-generated code. Uses real par…
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| 50006 |
Convex MCP
Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
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| 50007 |
mcp-mgba
Claim
Drive the [mGBA](https://mgba.io) Game Boy Advance emulator from any MCP client…
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| 50008 |
Fantasy Gamebook Engine
Claim
An MCP server that provides 18 tools for dice rolling, luck tests, character ma…
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| 50009 |
vision_mcp
Claim
Enables LLMs like DeepSeek to understand images by calling external vision mode…
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| 50010 |
Capability router for autonomous agents. 12 MCP tools for discovery, registrati…
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| 50011 |
SSH Session MCP
Claim
Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking,…
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| 50012 |
Enables users to search, compare, and retrieve detailed information about World…
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| 50013 |
code-reviewer-ai-mcp
Claim
code-reviewer-ai-mcp MCP server by MEOK AI Labs
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| 50014 |
Caplets
Claim
A progressive-disclosure gateway for MCP servers that keeps tool lists small by…
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| 50015 |
apple-reminders-mcp
Claim
Manage Apple Reminders with natural language from any MCP client; supports addi…
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| 50016 |
Compliance AIops
Claim
Compliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, hash-chain-se…
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| 50017 |
flomo-mcp
Claim
Enables writing and managing notes to flomo via MCP. Provides tools for creatin…
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| 50018 |
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
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| 50019 |
Distill
Claim
MCP server that provides a shared team knowledge base by transforming raw input…
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| 50020 |
meditation-guide-ai-mcp
Claim
meditation-guide-ai-mcp MCP server by MEOK AI Labs
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| 50021 |
localhost-mcp
Claim
Inspect, manage, and kill local dev servers. Lists what's listening on each por…
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| 50022 |
fdl-mcp-server
Claim
Adds fdl-mcp-server — published on npm at https://www.npmjs.com/package/fdl-mcp…
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| 50023 |
Arlet
Claim
Create, deploy, and operate MCP servers directly from your GitHub repositories.
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| 50024 |
🚗 Transform your Tesla ownership with intelligent analytics, cost optimization,…
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| 50025 |
yt-dj-mcp
Claim
Syncs YouTube Music liked songs, analyzes them for DJ metadata like BPM and key…
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| 50026 |
An MCP server that provides calculations for 11 betting methods including Marti…
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| 50027 |
google-analytics-mcp
Claim
A powerful Model Context Protocol (MCP) server that provides comprehensive Goog…
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| 50028 |
codex-mcp-agent
Claim
Enables Claude Code, Cursor, and other AI tools to call OpenAI Codex for task e…
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| 50029 |
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
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| 50030 |
smithery-mcp-server-5
Claim
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| 50031 |
Grok MCP Server
Claim
Enables real-time search of X.com (Twitter) posts, users, threads, and trends v…
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| 50032 |
ahmad
Claim
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| 50033 |
Persona MCP
Claim
Enables AI to switch between 26+ expert personas on-demand with smart context d…
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| 50034 |
flexberry-markitdown-mcp
Claim
MCP server for converting various file formats (PDF, DOCX, images, audio, etc.)…
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| 50035 |
An MCP server that automates extraction of structured financial data from inves…
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| 50036 |
sleep-tracker-ai-mcp
Claim
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
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| 50037 |
fallreach-mcp
Claim
Exposes foldkit's 7-prime spine, κ-bands, and fold operations as MCP tools and …
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| 50038 |
An MCP server that lets you log meals through Claude (and soon ChatGPT) in plai…
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| 50039 |
vk-ads-mcp
Claim
Read-only MCP server for analyzing VK Ads campaigns, listing ad structures, ret…
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| 50040 |
LinkedIn MCP Server
Claim
Enables natural language interaction with LinkedIn, including profile retrieval…
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| 50041 |
TaxFormatter
Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
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| 50042 |
WEEEK (smart)
Claim
WEEEK tasks by name, not IDs — an MCP server
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| 50043 |
mcp-aws-cost-doctor
Claim
Read-only AWS cost diagnostic server that enables AI agents to detect idle reso…
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| 50044 |
AssemblyMCP
Claim
Enables LLM clients to search and analyze bills, members, committees, meetings,…
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| 50045 |
A production-ready agent system that automatically discovers and uses tools fro…
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| 50046 |
Torify gives AI agents the Japanese locale primitives that standard libraries l…
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| 50047 |
etracker MCP Server
Claim
Enables querying etracker analytics reports via natural language. Provides tool…
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| 50048 |
Revolut MCP
Claim
Bridges AI assistants with the Revolut Business API to enable banking operation…
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| 50049 |
MCP Job Toolkit
Claim
An MCP server that enables searching for jobs across Australian platforms (Seek…
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| 50050 |
RAG MCP Gateway
Claim
A smart proxy that aggregates multiple downstream MCP servers and enables natur…
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