MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 13 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22051 |
OpenMCP
Claim
Enables conversion of OpenAPI specifications into MCP servers and remixing mult…
|
C 67 4⁄3 | ||||||||
| 22052 |
A penetration testing MCP server that runs 20 hacking tools inside a Kali Linux…
|
C 67 3⁄3 | ||||||||
| 22053 |
Screenshot API for MCP clients. Capture any URL as PNG with mockup mode support.
|
C 67 3⁄3 | ||||||||
| 22054 |
Provides comprehensive access to HubSpot CRM API for managing contacts, compani…
|
C 67 4⁄4 | ||||||||
| 22055 |
Enables Claude Code to orchestrate a team of independent Claude Code sessions w…
|
C 67 4⁄3 | ||||||||
| 22056 |
Enables AI assistants to interact with Figma designs programmatically, supporti…
|
C 67 4⁄4 | ||||||||
| 22057 |
A Model Context Protocol (MCP) server that empowers LLMs to search across speci…
|
C 67 3⁄3 | ||||||||
| 22058 |
Enables integration with Repsona project management platform, allowing users to…
|
C 67 4⁄4 | ||||||||
| 22059 |
NSE & BSE Indian stock market data MCP — quotes, screener, financials, FII/DII …
|
C 67 3⁄3 | ||||||||
| 22060 |
|
C 67 3⁄3 | ||||||||
| 22061 |
A comprehensive MCP server for scanning and analyzing MESH by Viscount systems …
|
C 67 4⁄3 | ||||||||
| 22062 |
swift-fast-mcp
Claim
The fastest way to build MCP servers in Swift.
|
C 67 3⁄3 | ||||||||
| 22063 |
Enables complete management of X (Twitter) accounts through a single API key, s…
|
C 67 4⁄4 | ||||||||
| 22064 |
Organizational context & memory for AI agents. Connect 100+ tools into one know…
|
C 67 3⁄3 | ||||||||
| 22065 |
Persistent shared memory for AI coding agents. Stores facts as `entity/key/valu…
|
C 67 3⁄3 | ||||||||
| 22066 |
A Model Context Protocol server that integrates LLMs with Frontapp's customer c…
|
C 67 4⁄4 | ||||||||
| 22067 |
Enables AI agents to develop, test, and certify Roku applications by providing …
|
C 67 4⁄3 | ||||||||
| 22068 |
Source Library
Claim
Search 15K rare pre-modern texts translated to English: philosophy, religion, s…
|
C 67 4⁄3 | ||||||||
| 22069 |
Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased d…
|
C 67 4⁄3 | ||||||||
| 22070 |
MCP server for the Proton privacy suite — Mail, Pass, Drive, Calendar, and VPN.…
|
C 67 3⁄3 | ||||||||
| 22071 |
Model Context Protocol server implementation for operating baserCMS that enable…
|
C 67 4⁄4 | ||||||||
| 22072 |
Turns any shell command into an MCP server by defining command-line tools in si…
|
C 67 4⁄3 | ||||||||
| 22073 |
OpenStack MCP server for cloud infrastructure management based on openstacksdk.
|
C 67 4⁄4 | ||||||||
| 22074 |
laravel-ascend
Claim
Laravel upgrade automation via MCP. Analyzers, tools & docs for Laravel 6-11 mi…
|
C 67 3⁄3 | ||||||||
| 22075 |
browser-use-rs
Claim
|
C 67 4⁄3 | ||||||||
| 22076 |
Enables AI assistants to perform reverse engineering and debugging of Windows e…
|
C 67 3⁄3 | ||||||||
| 22077 |
wafer-map-mcp
Claim
Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and …
|
C 67 3⁄3 | ||||||||
| 22078 |
Connects AI assistants to the Kitsu open-source production management platform …
|
C 67 4⁄4 | ||||||||
| 22079 |
Provides 84 specialized tools for comprehensive Google Workspace automation inc…
|
C 67 4⁄4 | ||||||||
| 22080 |
developer
Claim
Comprehensive developer tools for file editing, shell command execution, and sc…
|
C 67 4⁄3 | ||||||||
| 22081 |
A Model Context Protocol (MCP) server for Kubernetes and OpenShift
|
C 67 4⁄3 | ||||||||
| 22082 |
MCP Gateway
Claim
Serves as a lazy-loading proxy for multiple MCP servers to prevent tool schema …
|
C 67 3⁄3 | ||||||||
| 22083 |
MCP server for Chrome Web Store extension management — 8 tools for upload, publ…
|
C 67 3⁄3 | ||||||||
| 22084 |
An enterprise-grade MCP server that integrates AI agents with Google Sheets and…
|
C 67 4⁄4 | ||||||||
| 22085 |
An MCP server that provides Claude agents with a comprehensive memory managemen…
|
C 67 4⁄4 | ||||||||
| 22086 |
MCP server for Outline knowledge base implemented on Rust as one statically lin…
|
C 67 4⁄4 | ||||||||
| 22087 |
|
C 67 3⁄3 | ||||||||
| 22088 |
|
C 67 3⁄3 | ||||||||
| 22089 |
Adapting xemantic-ai-tool-schema to Model Context Protocol kotlin-sdk Tool input
|
C 67 3⁄3 | ||||||||
| 22090 |
gradle-mcp-server
Claim
Gradle integration using the Gradle Tooling API to inspect projects, execute ta…
|
C 67 3⁄3 | ||||||||
| 22091 |
A boilerplate template for developing Model Context Protocol (MCP) servers, pro…
|
C 67 4⁄3 | ||||||||
| 22092 |
|
C 67 3⁄3 | ||||||||
| 22093 |
Demonstrates core MCP server functionality with basic arithmetic operations (ad…
|
C 67 3⁄3 | ||||||||
| 22094 |
MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad…
|
C 67 3⁄3 | ||||||||
| 22095 |
Enables Claude Code and Codex to manage TwolineCloud internal portal vacation f…
|
C 67 3⁄3 | ||||||||
| 22096 |
paiml-mcp-agent-toolkit
Claim
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with …
|
C 67 4⁄3 | ||||||||
| 22097 |
flapi
Claim
API Framework heavily relying on the power of DuckDB and DuckDB extensions. Rea…
|
C 66 4⁄3 | ||||||||
| 22098 |
Multi-agent billing and cost allocation tracking
|
C 66 3⁄3 | ||||||||
| 22099 |
Unified MCP server combining hybrid search (vector + BM25 + code graph), struct…
|
C 66 4⁄3 | ||||||||
| 22100 |
Provides access to the eBird API 2.0 for retrieving bird observation data, chec…
|
C 66 4⁄4 | ||||||||