MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16001 |
An MCP server for Apify's open-source RAG Web Browser Actor to perform web sear…
|
F 25 5⁄5 | ||||||||
| 16002 |
Enables MCP agents to request human confirmation for actions via a Telegram bot…
|
F 25 5⁄5 | ||||||||
| 16003 |
A Tauri plugin that enables AI agents to interact with Tauri applications throu…
|
F 25 5⁄4 | ||||||||
| 16004 |
**Notion MCP Server** is a Model Context Protocol (MCP) server implementation t…
|
F 25 5⁄4 | ||||||||
| 16005 |
MCP server for interacting with Neon Management API and databases.
|
F 25 6⁄6 | ||||||||
| 16006 |
A Model Context Protocol (MCP) server that converts natural language queries in…
|
F 25 5⁄5 | ||||||||
| 16007 |
Enterprise SAP OData to MCP Server with AI capabilities and Cloud Foundry integ…
|
F 25 5⁄5 | ||||||||
| 16008 |
A TypeScript server that provides Claude AI with seamless access to any GraphQL…
|
F 25 5⁄5 | ||||||||
| 16009 |
Enables full curl functionality within the Model Context Protocol, allowing use…
|
F 25 5⁄4 | ||||||||
| 16010 |
Enables natural language interaction with Azure services through Claude Desktop…
|
F 25 5⁄5 | ||||||||
| 16011 |
Provides comprehensive Gmail integration with LLM processing capabilities, allo…
|
F 25 5⁄5 | ||||||||
| 16012 |
MCP server for Flux AI image generation
|
F 25 5⁄5 | ||||||||
| 16013 |
Enables asynchronous transcription of long audio and video files using Deepgram…
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F 25 5⁄5 | ||||||||
| 16014 |
An MCP server that connects to the Paper WebSocket API for managing canvas node…
|
F 25 5⁄5 | ||||||||
| 16015 |
Local MCP server for generating image assets with Google Gemini (Nano Banana 2 …
|
F 25 5⁄4 | ||||||||
| 16016 |
The best way to create, deploy, and share MCP Servers
|
F 25 5⁄4 | ||||||||
| 16017 |
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
|
F 25 5⁄5 | ||||||||
| 16018 |
Provides real-time flight and train ticket queries, live status tracking, and a…
|
F 25 6⁄6 | ||||||||
| 16019 |
Find and retrieve full-page web content with contextual search to ground your w…
|
F 25 5⁄4 | ||||||||
| 16020 |
Adaptive memory for AI agents — FAISS search, chat extraction, cross-project li…
|
F 25 5⁄4 | ||||||||
| 16021 |
An MCP server that provides access to Stern, a philosophical AI mentor combinin…
|
F 25 5⁄5 | ||||||||
| 16022 |
An MCP server that allows Claude models to use Union tasks, workflows, and apps…
|
F 25 5⁄4 | ||||||||
| 16023 |
AI code impact analysis — dependency graphs, cascade detection, and build gates…
|
F 25 5⁄4 | ||||||||
| 16024 |
A Model Context Protocol server that enables users to query, retrieve details, …
|
F 25 5⁄5 | ||||||||
| 16025 |
An MCP server providing tools for AI agents to mint ERC-20 tokens across multip…
|
F 25 5⁄5 | ||||||||
| 16026 |
Enables AI assistants to remove backgrounds from images using the Poof API via …
|
F 25 6⁄6 | ||||||||
| 16027 |
Control SwitchBot devices with your AI assistant.
|
F 25 5⁄4 | ||||||||
| 16028 |
A Model Context Protocol (MCP) server library that gives LLMs access to informa…
|
F 25 5⁄4 | ||||||||
| 16029 |
Earn WATT tokens on Solana — tasks, skills marketplace, AI inference, and bount…
|
F 25 6⁄6 | ||||||||
| 16030 |
MCPcat is an analytics platform for MCP server owners 🐱.
|
F 25 5⁄4 | ||||||||
| 16031 |
A workshop repository teaching advanced Model Context Protocol features for bui…
|
F 25 6⁄6 | ||||||||
| 16032 |
Automatically extracts architectural decisions, patterns, and insights from Git…
|
F 25 5⁄4 | ||||||||
| 16033 |
Your AI finds the right people for you. Agent-to-agent professional networking.
|
F 25 5⁄5 | ||||||||
| 16034 |
AI image generation & editing MCP server with 1,500+ curated prompt library, sm…
|
F 25 5⁄5 | ||||||||
| 16035 |
Burn-to-create looksmaxxing engine on MegaETH. 14 MCP tools for DeFi, NFTs, and…
|
F 25 6⁄6 | ||||||||
| 16036 |
Exposes the MinerU document-to-markdown API as MCP tools for converting PDF, Wo…
|
F 25 5⁄5 | ||||||||
| 16037 |
MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OC…
|
F 25 5⁄5 | ||||||||
| 16038 |
An open-source MCP server that tracks premier global AI information from source…
|
F 25 5⁄5 | ||||||||
| 16039 |
test
|
F 25 5⁄5 | ||||||||
| 16040 |
Enables trading automation through Zerodha Kite Connect API, allowing users to …
|
F 25 5⁄5 | ||||||||
| 16041 |
When your LLM needs human assistance (through AWS Mechanical Turk)
|
F 25 5⁄5 | ||||||||
| 16042 |
ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI as…
|
F 25 5⁄4 | ||||||||
| 16043 |
A comprehensive MCP server aggregating 20+ tools including SEO optimization, do…
|
F 25 5⁄5 | ||||||||
| 16044 |
Agent network intelligence for AI agents. Trust scoring, broker discovery, and …
|
F 25 5⁄4 | ||||||||
| 16045 |
Search Apollo docs, specs, and best practices
|
F 25 5⁄4 | ||||||||
| 16046 |
MCP Server for the Mapbox API.
|
F 25 5⁄5 | ||||||||
| 16047 |
Access Monarch financial data — accounts, transactions, budgets, and more
|
F 25 6⁄4 | ||||||||
| 16048 |
This server allows integration with Discord, enabling message exchanges between…
|
F 25 5⁄4 | ||||||||
| 16049 |
|
F 25 5⁄4 | ||||||||
| 16050 |
MEGA cloud storage CLI MCP server
|
F 25 5⁄5 | ||||||||