MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21751 |
Provides tools for managing quantitative research knowledge graphs, enabling st…
|
C 61 4⁄4 | ||||||||
| 21752 |
MCP server for Backlog API integration with AI agents.
|
C 61 4⁄3 | ||||||||
| 21753 |
A Node.js implementation that enables browsing Git repositories through the Mod…
|
C 61 4⁄4 | ||||||||
| 21754 |
Githru
Claim
Analyze GitHub repositories to uncover contributor impact, PR complexity, and a…
|
C 61 4⁄3 | ||||||||
| 21755 |
An auto-generated MCP server that enables interaction with Google Cloud Private…
|
C 61 4⁄3 | ||||||||
| 21756 |
Connects the Payoza crypto payments API to AI assistants, enabling users to man…
|
C 61 4⁄4 | ||||||||
| 21757 |
MCP server for Runrun.it: Tasks, Comments, Projects
|
C 61 4⁄3 | ||||||||
| 21758 |
Popup MCP
Claim
A cross-platform MCP server that provides native popup windows for AI agents to…
|
C 61 4⁄3 | ||||||||
| 21759 |
GhidraMCP
Claim
Enables LLMs to autonomously reverse engineer binaries using Ghidra's capabilit…
|
C 61 4⁄3 | ||||||||
| 21760 |
mcp-server
Claim
Run untrusted Python/JavaScript code in WebAssembly sandboxes.
|
C 61 4⁄4 | ||||||||
| 21761 |
A server that exposes DigitalOcean App Platform functionality through standardi…
|
C 61 4⁄4 | ||||||||
| 21762 |
rememex
Claim
semantic search for your local files find by meaning, not keywords. 120+ file t…
|
C 61 4⁄3 | ||||||||
| 21763 |
mcp_on_ruby
Claim
💎 A Ruby implementation of the Model Context Protocol
|
C 61 4⁄3 | ||||||||
| 21764 |
Credential isolation for AI agents. Inject secrets at the network boundary.
|
C 61 4⁄3 | ||||||||
| 21765 |
ast-grep MCP Server
Claim
Enables AI assistants to search and analyze codebases using Abstract Syntax Tre…
|
C 61 4⁄3 | ||||||||
| 21766 |
MCP server for iCloud (Apple) Calendar access via CalDAV
|
C 61 3⁄3 | ||||||||
| 21767 |
Non-custodial x402 payments for AI agents. Sign locally, spend limits, Base net…
|
C 61 4⁄3 | ||||||||
| 21768 |
awesome-mcp-servers
Claim
A collection of MCP servers.
|
C 61 3⁄3 | ||||||||
| 21769 |
An MCP server that provides AI assistants with full access to Infoblox NIOS for…
|
C 61 4⁄4 | ||||||||
| 21770 |
rs-utcp
Claim
Official Rust implementation of the UTCP
|
C 61 4⁄3 | ||||||||
| 21771 |
awesome-mcp-hardware
Claim
Awesome list of MCP servers for interacting with hardware and the physical worl…
|
C 61 3⁄3 | ||||||||
| 21772 |
Enables AI assistants to interact directly with the ClickUp REST API v2 for man…
|
C 61 4⁄4 | ||||||||
| 21773 |
Enables AI-assisted Windows digital forensics analysis including parsing Window…
|
C 61 4⁄4 | ||||||||
| 21774 |
vurb.ts
Claim
The Express.js for MCP Servers. Type-safe tools · Presenters that control what …
|
C 61 4⁄3 | ||||||||
| 21775 |
Human-to-AI code review bridge. Review UI in the browser, AI agents fix code vi…
|
C 61 3⁄3 | ||||||||
| 21776 |
Scrapes webpages and converts them to markdown using AI-powered interaction to …
|
C 61 4⁄4 | ||||||||
| 21777 |
Hyperliquid MCP Server
Claim
Enables Claude Desktop to interact with Hyperliquid DEX for trading perpetual f…
|
C 61 4⁄4 | ||||||||
| 21778 |
Enables comprehensive management of Tailscale networks including device managem…
|
C 61 4⁄4 | ||||||||
| 21779 |
Enables interaction with Slack workspaces to manage channels, post messages, ad…
|
C 61 4⁄4 | ||||||||
| 21780 |
A development server that automatically discovers and exposes tools from the sr…
|
C 61 4⁄3 | ||||||||
| 21781 |
Manage Apple Search Ads campaigns, keywords, budgets, and reports via API v5.
|
C 61 4⁄3 | ||||||||
| 21782 |
anyquery
Claim
Query more than 40 apps with one binary using SQL. It can also connect to your …
|
C 61 4⁄4 | ||||||||
| 21783 |
A structural template for developing Model Context Protocol (MCP) servers, feat…
|
C 61 4⁄3 | ||||||||
| 21784 |
MCP server for AI-driven console application automation and monitoring
|
C 61 4⁄3 | ||||||||
| 21785 |
A Model Context Protocol server for managing, monitoring, and querying data in …
|
C 61 4⁄4 | ||||||||
| 21786 |
A Model Context Protocol (MCP) server built with the mcp-framework for developi…
|
C 61 4⁄3 | ||||||||
| 21787 |
Enables AI assistants to manage Todoist tasks, projects, and labels through nat…
|
C 61 4⁄4 | ||||||||
| 21788 |
Enables step-through debugging for C#, Node.js/TypeScript, Python, and Dart app…
|
C 61 4⁄3 | ||||||||
| 21789 |
Converts eFax documents (PDF, TIFF, CCD XML) from OpenText Fax Server Software …
|
C 61 4⁄3 | ||||||||
| 21790 |
osaurus
Claim
Own your AI. The native macOS harness for AI agents -- any model, persistent me…
|
C 61 4⁄3 | ||||||||
| 21791 |
Stock MCP Server
Claim
Provides real-time stock data and AI-powered analysis for A-shares, Hong Kong s…
|
C 61 4⁄4 | ||||||||
| 21792 |
Enables AI assistants to access Google's Threat Intelligence suite for file ana…
|
C 61 4⁄4 | ||||||||
| 21793 |
A central hub that aggregates multiple MCP resource servers into a single unifi…
|
C 61 4⁄4 | ||||||||
| 21794 |
nvim-gemini-companion
Claim
A Neovim plugin to integrate Gemini CLI well (+ Qwen-code now)
|
C 61 3⁄3 | ||||||||
| 21795 |
A FastAPI-based microservice that analyzes job URLs and extracts detailed compa…
|
C 61 4⁄4 | ||||||||
| 21796 |
A TypeScript implementation of the MCP Agent framework, providing tools for bui…
|
C 61 4⁄3 | ||||||||
| 21797 |
Enables enhanced decision-making through hierarchical LLM analysis, using three…
|
C 61 4⁄4 | ||||||||
| 21798 |
Enables retrieval-augmented generation (RAG) by indexing and searching through …
|
C 61 4⁄4 | ||||||||
| 21799 |
Enables AI agents to request user decisions and send notifications via Discord …
|
C 61 4⁄3 | ||||||||
| 21800 |
A server that dynamically exposes FileMaker scripts as tools, providing a Gradi…
|
C 61 4⁄4 | ||||||||