MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2701 |
Provides AI assistants with access to 30+ validated financial independence calc…
|
B 77 5⁄5 | ||||||||
| 2702 |
Provide standardized access to comprehensive cryptocurrency market data, exchan…
|
B 77 5⁄5 | ||||||||
| 2703 |
Provides a standardized interface for AI assistants to interact with Obsidian v…
|
B 77 5⁄4 | ||||||||
| 2704 |
An MCP server that provides tools for managing and monitoring your Fleet Device…
|
B 77 5⁄4 | ||||||||
| 2705 |
Enables AI-powered YouTube video analysis including transcript management, vide…
|
B 77 5⁄5 | ||||||||
| 2706 |
Enables users to convert structured data into Token-Oriented Object Notation (T…
|
B 77 5⁄5 | ||||||||
| 2707 |
Provides comprehensive telemetry and usage analytics for Claude Code sessions, …
|
B 77 5⁄4 | ||||||||
| 2708 |
Provides read-only access to Google Sheets data through OAuth 2.0 authenticatio…
|
B 77 5⁄5 | ||||||||
| 2709 |
An MCP server that enables full CRUD operations for Intercom Help Center articl…
|
B 77 5⁄5 | ||||||||
| 2710 |
Italian e-invoicing with Fatture in Cloud. Create, send to SDI, manage clients.
|
B 77 5⁄5 | ||||||||
| 2711 |
Provide seamless access to JW.org content including NWT Bible Content (verses, …
|
B 77 5⁄5 | ||||||||
| 2712 |
MCP server enabling LLMs to interact with Garmin Connect - activities, health m…
|
B 77 5⁄5 | ||||||||
| 2713 |
A MCP server along with MCP host that provides access to Mattermost teams, chan…
|
B 77 5⁄4 | ||||||||
| 2714 |
Run real user interviews from AI agents and retrieve structured insights with t…
|
B 77 5⁄5 | ||||||||
| 2715 |
Enables execution of SQL queries against AWS Athena databases with schema disco…
|
B 77 5⁄5 | ||||||||
| 2716 |
AI-powered content processing with 226 Fabric patterns for writing, analysis, a…
|
B 77 5⁄4 | ||||||||
| 2717 |
Provides Claude with access to Shodan for IP address lookups, service discovery…
|
B 77 5⁄5 | ||||||||
| 2718 |
MCP server for dossier automation standard - enables LLMs to discover, verify, …
|
B 77 5⁄4 | ||||||||
| 2719 |
Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…
|
B 77 4⁄4 | ||||||||
| 2720 |
Enables interaction with Google Analytics 4 to manage accounts, run standard or…
|
B 77 5⁄5 | ||||||||
| 2721 |
|
B 77 5⁄4 | ||||||||
| 2722 |
Enables interaction with the Kalshi prediction market platform through their RE…
|
B 77 5⁄5 | ||||||||
| 2723 |
Enables users to search for high-quality photos on Unsplash with support for ad…
|
B 77 5⁄5 | ||||||||
| 2724 |
Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, …
|
B 77 5⁄5 | ||||||||
| 2725 |
Provides comprehensive PC control capabilities including file operations (read,…
|
B 77 5⁄5 | ||||||||
| 2726 |
Node.js server implementing Model Context Protocol for secure read-only filesys…
|
B 77 5⁄4 | ||||||||
| 2727 |
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …
|
B 77 5⁄5 | ||||||||
| 2728 |
MCP Memory SQLite
Claim
Provides persistent memory and knowledge graph capabilities for AI assistants u…
|
B 77 5⁄4 | ||||||||
| 2729 |
Chroma MCP server to access local and cloud Chroma instances for retrieval capa…
|
B 77 5⁄5 | ||||||||
| 2730 |
A Model Context Protocol (MCP) server that exposes the official Notion SDK, all…
|
B 77 5⁄5 | ||||||||
| 2731 |
Enable AI assistants to seamlessly interact with your Metabase analytics platfo…
|
B 77 5⁄4 | ||||||||
| 2732 |
Weekly-Weather-mcp
Claim
Weekly Weather MCP server which returns 7 full days of detailed weather forecas…
|
B 77 5⁄5 | ||||||||
| 2733 |
Provides token-efficient document search and retrieval for LLMs by returning re…
|
B 77 5⁄4 | ||||||||
| 2734 |
Enables interaction with the European Environment Agency (EEA) GeoNetwork Catal…
|
B 77 5⁄5 | ||||||||
| 2735 |
Neuro-symbolic memory for LLMs (POC)
|
B 77 5⁄4 | ||||||||
| 2736 |
MCP Server for Integrating LINE Official Account
|
B 77 5⁄5 | ||||||||
| 2737 |
|
B 77 5⁄4 | ||||||||
| 2738 |
Oorlogsbronnen (War Sources) API integration for accessing historical WWII reco…
|
B 77 5⁄5 | ||||||||
| 2739 |
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
|
B 77 5⁄4 | ||||||||
| 2740 |
Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…
|
B 77 5⁄5 | ||||||||
| 2741 |
Operate Notion with a single Markdown document — read, create, and update pages…
|
B 77 5⁄5 | ||||||||
| 2742 |
Enables searching and retrieving academic papers from arXiv by various criteria…
|
B 77 5⁄5 | ||||||||
| 2743 |
Enables AI agents to perform financial transactions such as direct payments, es…
|
B 77 5⁄5 | ||||||||
| 2744 |
An open source implementation of the Claude built-in text editor tool
|
B 77 5⁄5 | ||||||||
| 2745 |
Token usage tracker for OpenAI and Claude APIs with MCP support, real-time sess…
|
B 77 5⁄4 | ||||||||
| 2746 |
Provides reference information for Flux UI components, enabling AI assistants t…
|
B 77 5⁄5 | ||||||||
| 2747 |
NeuroDev MCP is a smart Model Context Protocol server for Python development. I…
|
B 77 5⁄5 | ||||||||
| 2748 |
Enables AI assistants to create and manage Google Calendar events with OAuth2 a…
|
B 77 5⁄5 | ||||||||
| 2749 |
The OpenROAD MCP server - interactive EDA sessions via Model Context Protocol
|
B 77 5⁄4 | ||||||||
| 2750 |
Provides search functionality for arXiv.org papers through the official arXiv A…
|
B 77 5⁄5 | ||||||||