MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 2 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8651 |
A TypeScript implementation of a Model Context Protocol server that provides ma…
|
C 68 5⁄5 | ||||||||
| 8652 |
Access any storage with Apache OpenDAL™
|
C 68 5⁄5 | ||||||||
| 8653 |
An implementation of the Model Context Protocol for Django that enables AI agen…
|
C 68 5⁄5 | ||||||||
| 8654 |
Algolia
Claim
Algolia
|
C 68 5⁄5 | ||||||||
| 8655 |
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
|
C 68 5⁄5 | ||||||||
| 8656 |
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
|
C 68 5⁄5 | ||||||||
| 8657 |
Provides access to National Weather Service (NWS) data, enabling users to retri…
|
C 68 5⁄5 | ||||||||
| 8658 |
Track SpaceX’s latest and upcoming launches. Fetch company information to add c…
|
C 68 5⁄4 | ||||||||
| 8659 |
MCP server to discover and trade new token launches on Base chain.
|
C 68 5⁄4 | ||||||||
| 8660 |
Provides powerful video and audio editing capabilities through FFmpeg, enabling…
|
C 68 5⁄5 | ||||||||
| 8661 |
MCP ContentEngineering
Claim
Enables direct access to raw Markdown content from files or directories without…
|
C 68 5⁄5 | ||||||||
| 8662 |
Analyzes security compliance documents (ISMS-P, NIST, CIS Benchmark) in PDF/TXT…
|
C 68 5⁄4 | ||||||||
| 8663 |
A collection of Model Context Protocol servers providing advanced capabilities …
|
C 68 5⁄5 | ||||||||
| 8664 |
A foundational implementation of a Model Context Protocol (MCP) server designed…
|
C 68 4⁄4 | ||||||||
| 8665 |
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
|
C 68 5⁄5 | ||||||||
| 8666 |
Provides comprehensive Quarkdown document processing capabilities, enabling AI …
|
C 68 5⁄5 | ||||||||
| 8667 |
An MCP server that enables remote SSH command execution and bidirectional file …
|
C 68 5⁄5 | ||||||||
| 8668 |
aihubmix-gpt-image-1
Claim
|
C 68 5⁄4 | ||||||||
| 8669 |
Enables interaction with the RCSB Protein Data Bank to search, analyze, and vis…
|
C 68 5⁄5 | ||||||||
| 8670 |
Enables context-aware semantic search across codebases using Qdrant vector data…
|
C 68 5⁄5 | ||||||||
| 8671 |
Hello Widget Example
Claim
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti …
|
C 68 5⁄5 | ||||||||
| 8672 |
Enables management of Linear kanban boards, projects, and issues directly throu…
|
C 68 5⁄5 | ||||||||
| 8673 |
Provides comprehensive design principles and best practices to help LLMs genera…
|
C 68 5⁄5 | ||||||||
| 8674 |
Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to se…
|
C 68 5⁄5 | ||||||||
| 8675 |
A TypeScript-based MCP server designed for experimentation and integration with…
|
C 68 5⁄5 | ||||||||
| 8676 |
Enables comprehensive MySQL database operations including cross-database querie…
|
C 68 5⁄5 | ||||||||
| 8677 |
A Model Context Protocol for creating detailed fictional worlds with Claude, fe…
|
C 68 5⁄5 | ||||||||
| 8678 |
GNOME Wayland desktop automation via AT-SPI discovery and Mutter input.
|
C 68 5⁄4 | ||||||||
| 8679 |
Enables downloading videos from platforms like YouTube and converting them to t…
|
C 68 5⁄4 | ||||||||
| 8680 |
A Model Context Protocol server that integrates with Tilt to provide programmat…
|
C 68 5⁄4 | ||||||||
| 8681 |
Enables interaction with AWS S3 buckets to list buckets and objects, retrieve f…
|
C 68 5⁄5 | ||||||||
| 8682 |
Enables AI agents to search and discover over 6,000 curated MCP connectors from…
|
C 68 5⁄5 | ||||||||
| 8683 |
Enables AI-powered semantic search through Expo SDK documentation across multip…
|
C 68 6⁄6 | ||||||||
| 8684 |
Enables control of Software Defined Radios and decoding of radio protocols thro…
|
C 68 5⁄5 | ||||||||
| 8685 |
An MCP server with integrated ATXP micropayment functionality that requires USD…
|
C 68 5⁄5 | ||||||||
| 8686 |
A Model Context Protocol server that provides secure, read-only access to time-…
|
C 68 5⁄5 | ||||||||
| 8687 |
An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide w…
|
C 68 5⁄5 | ||||||||
| 8688 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 68 5⁄5 | ||||||||
| 8689 |
Customer Reminder MCP
Claim
Enables automated customer reminder management by connecting to Google Sheets t…
|
C 68 5⁄5 | ||||||||
| 8690 |
Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). N…
|
C 68 5⁄4 | ||||||||
| 8691 |
LolByte MCP Server
Claim
Enables interaction with League of Legends game data through the Riot Games API…
|
C 68 5⁄5 | ||||||||
| 8692 |
An MCP server that generates AI agent tools from Postman collections and reques…
|
C 68 5⁄5 | ||||||||
| 8693 |
Enables iterative deep research by integrating AI agents with search engines, w…
|
C 68 5⁄5 | ||||||||
| 8694 |
A Model Context Protocol server that provides Azure Java SDK documentation to A…
|
C 68 5⁄5 | ||||||||
| 8695 |
An MCP server designed to manage meeting room reservations on the Boma platform…
|
C 68 5⁄5 | ||||||||
| 8696 |
A Model Context Protocol (MCP) server that implements AI-First Development fram…
|
C 68 5⁄5 | ||||||||
| 8697 |
Enables comprehensive travel planning by integrating Google Travel Services and…
|
C 68 5⁄5 | ||||||||
| 8698 |
🔐 Plug-and-play auth for Python MCP servers.
|
C 68 6⁄4 | ||||||||
| 8699 |
This server provides a tool to generate unified diffs between two text strings,…
|
C 68 5⁄5 | ||||||||
| 8700 |
Enables AI coding agents to query, create, and manage Mnemosyne knowledge graph…
|
C 68 5⁄5 | ||||||||