MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7701 |
Exposes LangChain and Anthropic Claude capabilities as tools for generating pro…
|
B 70 5⁄5 | ||||||||
| 7702 |
A Model Context Protocol server that provides real-time hot trending topics fro…
|
B 70 5⁄5 | ||||||||
| 7703 |
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
|
B 70 5⁄5 | ||||||||
| 7704 |
A Model Context Protocol server that enables Large Language Models to seamlessl…
|
B 70 5⁄5 | ||||||||
| 7705 |
xiaohongshu-mcp
Claim
|
B 70 5⁄4 | ||||||||
| 7706 |
A configurable MCP server that adapts any HTTP API into an MCP toolset with gen…
|
B 70 5⁄5 | ||||||||
| 7707 |
pfSense MCP Server enables security administrators to manage their pfSense fire…
|
B 70 5⁄5 | ||||||||
| 7708 |
Provides up-to-date information for Rust and Slint development by fetching real…
|
B 70 5⁄5 | ||||||||
| 7709 |
Creates compact skeleton representations of large JSON files by preserving stru…
|
B 70 5⁄5 | ||||||||
| 7710 |
A utility toolkit that enhances Claude's code interaction capabilities by provi…
|
B 70 5⁄4 | ||||||||
| 7711 |
A comprehensive MCP server that enables file operations, mathematical calculati…
|
B 70 5⁄4 | ||||||||
| 7712 |
Enables fetching, searching, and summarizing WeChat public account articles thr…
|
B 70 5⁄4 | ||||||||
| 7713 |
Atlassian Bitbucket MCP
Claim
Enables interaction with Bitbucket through the Model Context Protocol, allowing…
|
B 70 5⁄5 | ||||||||
| 7714 |
Enables creation, management, and scheduling of Garmin Connect workouts from na…
|
B 70 5⁄5 | ||||||||
| 7715 |
A self-hosted MCP server that provides AI assistants with a shared, persistent …
|
B 70 5⁄4 | ||||||||
| 7716 |
Provides real-time access to Taiwan Stock Exchange market data, financial repor…
|
B 70 5⁄5 | ||||||||
| 7717 |
An MCP server for managing Incus virtual machines through structured tools for …
|
B 70 5⁄5 | ||||||||
| 7718 |
Allows Claude and other MCP clients to access real-time and historical stock ma…
|
B 70 5⁄5 | ||||||||
| 7719 |
Enables AI agents to interact with Redmine API for managing tickets, projects, …
|
B 70 5⁄4 | ||||||||
| 7720 |
Enables interaction with Apple Notes on macOS through AppleScript, allowing use…
|
B 70 5⁄5 | ||||||||
| 7721 |
A client-server browser automation solution that reduces HTML token usage by up…
|
B 70 5⁄5 | ||||||||
| 7722 |
Meraki MCP Server
Claim
Enables management and monitoring of Cisco Meraki networks, including device op…
|
B 70 5⁄5 | ||||||||
| 7723 |
Enables LLMs to interact with Todoist task management platform through its API,…
|
B 70 5⁄5 | ||||||||
| 7724 |
Finance MCP Server
Claim
Provides real-time financial data from Yahoo Finance to Large Language Models t…
|
B 70 5⁄5 | ||||||||
| 7725 |
MCP Server for interacting with Android Devices.
|
B 70 5⁄4 | ||||||||
| 7726 |
Enables AI agents to manage a file-backed ticketing system directly within a lo…
|
B 70 5⁄4 | ||||||||
| 7727 |
An MCP server for checking and revoking ERC-20 token allowances across multiple…
|
B 70 5⁄5 | ||||||||
| 7728 |
An MCP server that stores and retrieves memories from multiple LLMs using Mongo…
|
B 70 5⁄4 | ||||||||
| 7729 |
A command-line tool that transforms any OpenAPI service into a Model Context Pr…
|
B 70 5⁄5 | ||||||||
| 7730 |
Provides read-only access to the Watchtower Online Library (WOL) with advanced …
|
B 70 5⁄5 | ||||||||
| 7731 |
An MCP server that provides access to the Brazilian Chamber of Deputies open da…
|
B 70 5⁄5 | ||||||||
| 7732 |
A TypeScript-based MCP server that enables AI assistants to interact with Couch…
|
B 70 5⁄5 | ||||||||
| 7733 |
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Ge…
|
B 70 5⁄4 | ||||||||
| 7734 |
Enables AI assistants to publish and subscribe to MQTT topics with configurable…
|
B 70 5⁄5 | ||||||||
| 7735 |
Enables developers to search and access NicePay payment API documentation, incl…
|
B 70 5⁄5 | ||||||||
| 7736 |
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, …
|
B 70 5⁄4 | ||||||||
| 7737 |
Manim MCP Server
Claim
Enables compilation and serving of Manim animations through natural language. S…
|
B 70 5⁄4 | ||||||||
| 7738 |
An experimental MCP Server for foundry built for Solidity devs
|
B 70 5⁄5 | ||||||||
| 7739 |
Morphik MCP
Claim
Enables interaction with the Morphik multi-modal database system for document i…
|
B 70 5⁄5 | ||||||||
| 7740 |
A cloud-based vector memory service that provides AI assistants with persistent…
|
B 70 5⁄5 | ||||||||
| 7741 |
Enables LLMs to read, create, and manage Google Calendar events through a stand…
|
B 70 5⁄5 | ||||||||
| 7742 |
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
|
B 70 5⁄5 | ||||||||
| 7743 |
Provides basic diagnostic and information tools for Apifox API management platf…
|
B 70 5⁄5 | ||||||||
| 7744 |
MCP for Data.gov.il Israeli Government Data
|
B 70 5⁄5 | ||||||||
| 7745 |
Translates PowerPoint presentations while preserving formatting using Amazon Be…
|
B 70 5⁄5 | ||||||||
| 7746 |
Enables AI assistants to manage Optimizely DXP deployments through natural lang…
|
B 70 5⁄5 | ||||||||
| 7747 |
|
B 70 5⁄4 | ||||||||
| 7748 |
A Model Context Protocol server that enables Claude to interact directly with C…
|
B 70 5⁄5 | ||||||||
| 7749 |
Benchmark local LLM models — speed, quality & hardware fitness verdict from any…
|
B 70 6⁄4 | ||||||||
| 7750 |
A tool that enables AI assistants to conversationally scaffold, build, and publ…
|
B 70 5⁄4 | ||||||||