MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2851 |
BinjaLattice MCP
Claim
BinjaLattice provides a secure interface for Binary Ninja that enables AI agent…
|
B 77 5⁄4 | ||||||||
| 2852 |
AI-powered app test automation for iOS, Android, Flutter, React Native, Web
|
B 77 5⁄5 | ||||||||
| 2853 |
Enables semantic search and question-answering over semiconductor component dat…
|
B 77 5⁄4 | ||||||||
| 2854 |
Node.js and TypeScript debugging with 25+ tools for AI agents
|
B 77 5⁄5 | ||||||||
| 2855 |
Enables AI assistants to analyze Blender 3D models for topology issues like n-g…
|
B 77 5⁄4 | ||||||||
| 2856 |
Excel MCP Server
Claim
Enables AI assistants to perform Excel file operations (create, read, write, fo…
|
B 77 5⁄4 | ||||||||
| 2857 |
Provides comprehensive enterprise printer information including specifications,…
|
B 77 5⁄4 | ||||||||
| 2858 |
Search a curated catalog of AI agents, skills, prompts, bundles and MCP connect…
|
B 77 5⁄5 | ||||||||
| 2859 |
Enables querying and analysis of public GitHub repositories for statistics, con…
|
B 77 5⁄5 | ||||||||
| 2860 |
Italian e-invoicing with Fatture in Cloud. Create, send to SDI, manage clients.
|
B 77 5⁄5 | ||||||||
| 2861 |
Enables interaction with Freshdesk API v2 to manage support tickets, contacts, …
|
B 77 5⁄5 | ||||||||
| 2862 |
An MCP server that provides web search and URL fetching capabilities by delegat…
|
B 77 5⁄5 | ||||||||
| 2863 |
A secure mathematical computation sandbox that enables LLMs to perform symbolic…
|
B 77 5⁄4 | ||||||||
| 2864 |
|
B 77 5⁄4 | ||||||||
| 2865 |
A Model Context Protocol server that enables Claude to perform web research by …
|
B 77 5⁄4 | ||||||||
| 2866 |
Enables AI agents to clone entire websites, download files, manage authenticati…
|
B 77 5⁄5 | ||||||||
| 2867 |
Enables control of Adobe Premiere Pro through Claude using over 170 tools for e…
|
B 77 5⁄5 | ||||||||
| 2868 |
Integrates, discovers, manages, and codifies cloud resources with [Firefly](htt…
|
B 77 5⁄5 | ||||||||
| 2869 |
Enables comprehensive CSV file management including creating, editing, analyzin…
|
B 77 5⁄5 | ||||||||
| 2870 |
Provides AI assistants with access to 30+ validated financial independence calc…
|
B 77 5⁄5 | ||||||||
| 2871 |
A local security knowledge base that indexes documentation like CVEs and CWEs u…
|
B 77 5⁄5 | ||||||||
| 2872 |
|
B 77 5⁄5 | ||||||||
| 2873 |
Enables sending, reading, and deleting WhatsApp messages through Claude Desktop…
|
B 77 5⁄4 | ||||||||
| 2874 |
Clojars MCP Server for upto date dependency information of Clojure libraries
|
B 77 5⁄5 | ||||||||
| 2875 |
An MCP server that performs iterative deep research using Google Gemini 2.5 Fla…
|
B 77 5⁄4 | ||||||||
| 2876 |
Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…
|
B 77 4⁄4 | ||||||||
| 2877 |
An AI-powered penetration testing reasoning engine that provides automated atta…
|
B 77 5⁄4 | ||||||||
| 2878 |
Bridges Claude and OpenAI's Codex CLI for AI-powered code analysis, generation,…
|
B 77 5⁄5 | ||||||||
| 2879 |
The Excel to JSON MCP provides a standardized interface for converting Excel an…
|
B 77 5⁄5 | ||||||||
| 2880 |
A Windows-compatible Model Context Protocol server that enables AI assistants t…
|
B 77 5⁄5 | ||||||||
| 2881 |
Local encrypted vault for API keys. LLMs never see your real keys — the server …
|
B 77 4⁄4 | ||||||||
| 2882 |
Weather MCP Service
Claim
Provides live weather data and forecasts for any location worldwide through bot…
|
B 77 5⁄5 | ||||||||
| 2883 |
MCP Weather Notes Server
Claim
Provides real-time weather data from Open-Meteo API and enables creating and re…
|
B 77 5⁄5 | ||||||||
| 2884 |
A Model Context Protocol (MCP) server that retrieves information from Wikipedia…
|
B 77 5⁄5 | ||||||||
| 2885 |
An intelligent MCP server that analyzes projects and recommends team compositio…
|
B 77 5⁄4 | ||||||||
| 2886 |
Enables LLM agents to perform complete database operations on SQLite databases,…
|
B 77 5⁄5 | ||||||||
| 2887 |
code-rag-golang
Claim
AI modifies a function but misses 5 callers that also need updating. crag fixes…
|
B 77 5⁄4 | ||||||||
| 2888 |
Provides access to the Superpowers skills library - expert-crafted workflows an…
|
B 77 5⁄5 | ||||||||
| 2889 |
Provides secure, read-only access to MariaDB/MySQL databases, allowing users to…
|
B 77 5⁄5 | ||||||||
| 2890 |
Enables remote access to JobNimbus CRM through Claude Desktop with 48+ tools fo…
|
B 77 5⁄5 | ||||||||
| 2891 |
Chat Human MCP Server
Claim
Enables AI agents to send messages to human users via chat platforms (currently…
|
B 77 5⁄5 | ||||||||
| 2892 |
Interact with Slack Workspaces over the Slack API. Supports stdio and Streamabl…
|
B 77 5⁄4 | ||||||||
| 2893 |
Weekly-Weather-mcp
Claim
Weekly Weather MCP server which returns 7 full days of detailed weather forecas…
|
B 77 5⁄5 | ||||||||
| 2894 |
Access comprehensive, real-time financial data (stocks, options, crypto, forex)…
|
B 77 5⁄5 | ||||||||
| 2895 |
Enables token-optimized browser automation with Playwright, featuring batch exe…
|
B 77 5⁄5 | ||||||||
| 2896 |
A secure Node.js execution environment that allows coding agents and LLMs to ru…
|
B 77 5⁄5 | ||||||||
| 2897 |
Enables AI-powered podcast generation with single or dual speakers, FlowSpeech …
|
B 77 5⁄5 | ||||||||
| 2898 |
A Model Context Protocol (MCP) server for Garmin Connect integration. Access yo…
|
B 77 5⁄5 | ||||||||
| 2899 |
DB MCP (HR CSV → SQLite)
Claim
This MCP server imports HR CSV data into an in-memory SQLite database to enable…
|
B 77 5⁄4 | ||||||||
| 2900 |
Provides comprehensive Heroku application management through the Heroku Platfor…
|
B 77 5⁄5 | ||||||||