MCP Server Quality Scores
Independent quality analysis of 44549 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2751 |
Neovim MCP Server
Claim
Integrates Neovim buffers with Claude, enabling real-time buffer awareness and …
|
B 77 5⁄4 | ||||||||
| 2752 |
Enables interaction with the TexasSolver poker solver to run game theory optima…
|
B 77 5⁄4 | ||||||||
| 2753 |
Enables Claude Code and Claude Desktop to interact with Obsidian vaults through…
|
B 77 5⁄4 | ||||||||
| 2754 |
Enables task management and automated development workflow tracking with Eureka…
|
B 77 5⁄4 | ||||||||
| 2755 |
200+ AI-powered legal research and drafting skills for attorneys — case law ana…
|
B 77 4⁄4 | ||||||||
| 2756 |
Enables AI assistants to interact with Jenkins CI/CD systems for build manageme…
|
B 77 5⁄5 | ||||||||
| 2757 |
A prompt-validation service that checks incoming prompts against security rules…
|
B 77 5⁄4 | ||||||||
| 2758 |
A Model Context Protocol (MCP) server for structured understanding of RFC docum…
|
B 77 5⁄5 | ||||||||
| 2759 |
Provides read-only access to Google Sheets data through OAuth 2.0 authenticatio…
|
B 77 5⁄5 | ||||||||
| 2760 |
Whoop MCP Server
Claim
Integrates WHOOP biometric data into Claude and other MCP-compatible applicatio…
|
B 77 5⁄5 | ||||||||
| 2761 |
Run real user interviews from AI agents and retrieve structured insights with t…
|
B 77 5⁄5 | ||||||||
| 2762 |
MCP server that provides Typescript API information efficiently to the agent to…
|
B 77 5⁄4 | ||||||||
| 2763 |
MCP Server for Integrating LINE Official Account
|
B 77 5⁄5 | ||||||||
| 2764 |
Enables Large Language Models to play chess agentically with real-time HTML boa…
|
B 77 5⁄4 | ||||||||
| 2765 |
Docker operations — manage containers, images, volumes, networks, and compose s…
|
B 77 5⁄5 | ||||||||
| 2766 |
MCP server for OWL applications
|
B 77 5⁄5 | ||||||||
| 2767 |
Gelbooru MCP
Claim
A Python MCP server that wraps the Gelbooru API. Connect it to any MCP-compatib…
|
B 77 5⁄5 | ||||||||
| 2768 |
Enables querying documents through a Langflow backend using natural language qu…
|
B 77 5⁄5 | ||||||||
| 2769 |
Provides Claude Desktop with direct access to your local file system for develo…
|
B 77 5⁄5 | ||||||||
| 2770 |
Enables integration with Dooray project management platform, allowing users to …
|
B 77 5⁄5 | ||||||||
| 2771 |
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workf…
|
B 77 5⁄4 | ||||||||
| 2772 |
Generate beautiful, presentation-ready charts (SVG + PNG). Supports 14+ chart t…
|
B 77 5⁄4 | ||||||||
| 2773 |
MCP Server for understanding, managing & troubleshooting your GCP environment.
|
B 77 5⁄4 | ||||||||
| 2774 |
Provides comprehensive Git functionality to MCP clients, enabling users to mana…
|
B 77 5⁄4 | ||||||||
| 2775 |
MCP server for accessing Yazio user & nutrition data (unofficial)
|
B 77 5⁄4 | ||||||||
| 2776 |
AI agent security scanner. Audits MCP servers for vulnerabilities, detects prom…
|
B 77 5⁄5 | ||||||||
| 2777 |
An MCP server for real-time Fantasy Premier League data and analysis tools.
|
B 77 5⁄5 | ||||||||
| 2778 |
This MCP provides comprehensive tools and resources for MSX software developmen…
|
B 77 5⁄5 | ||||||||
| 2779 |
Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, …
|
B 77 5⁄5 | ||||||||
| 2780 |
Extract and structure any web page into clean JSON. Free tier: 10/day.
|
B 77 5⁄4 | ||||||||
| 2781 |
DuckDB database integration with schema inspection and query capabilities
|
B 77 5⁄4 | ||||||||
| 2782 |
Multi-Agent Mesh Network MCP server that spawns specialized AI agents working i…
|
B 77 5⁄5 | ||||||||
| 2783 |
Enables AI assistants to search, read, and browse Bear notes directly from your…
|
B 77 5⁄4 | ||||||||
| 2784 |
Enables token-optimized browser automation with Playwright, featuring batch exe…
|
B 77 5⁄5 | ||||||||
| 2785 |
Enables browser-based web page fetching with automatic cookie management and CS…
|
B 77 5⁄4 | ||||||||
| 2786 |
A comprehensive League of Legends data ecosystem that provides access to champi…
|
B 77 5⁄4 | ||||||||
| 2787 |
Access comprehensive, real-time financial data (stocks, options, crypto, forex)…
|
B 77 5⁄5 | ||||||||
| 2788 |
Enables AI assistants to create council hearings where multiple LLMs (Claude, G…
|
B 77 5⁄5 | ||||||||
| 2789 |
A MCP server along with MCP host that provides access to Mattermost teams, chan…
|
B 77 5⁄4 | ||||||||
| 2790 |
Enables AI assistants to create, manage, and track predictions on Fatebook, a p…
|
B 77 5⁄5 | ||||||||
| 2791 |
MCP server for checking package versions across multiple package managers
|
B 77 5⁄5 | ||||||||
| 2792 |
Structural codebase indexer with 17 query tools. 87% token reduction. Zero depe…
|
B 77 5⁄4 | ||||||||
| 2793 |
Provides persistent agent workspaces with MongoDB storage for file management a…
|
B 77 6⁄6 | ||||||||
| 2794 |
The MCP Web Research Server enables real-time web research with Claude by integ…
|
B 77 5⁄5 | ||||||||
| 2795 |
Enables comprehensive Kubernetes cluster management through kubectl operations,…
|
B 77 5⁄4 | ||||||||
| 2796 |
Enables AI agents to read and understand local Mendix project structure and log…
|
B 77 5⁄4 | ||||||||
| 2797 |
BinjaLattice MCP
Claim
BinjaLattice provides a secure interface for Binary Ninja that enables AI agent…
|
B 77 5⁄4 | ||||||||
| 2798 |
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
|
B 77 5⁄5 | ||||||||
| 2799 |
Enables AI assistants to search and retrieve biomedical research articles from …
|
B 77 5⁄5 | ||||||||
| 2800 |
Enables interaction with the European Environment Agency (EEA) GeoNetwork Catal…
|
B 77 5⁄5 | ||||||||