MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7501 |
FEL MCP Server (Local)
Claim
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
|
B 70 5⁄4 | ||||||||
| 7502 |
MCP server for searching horse boarding facilities and trainers across the Unit…
|
B 70 4⁄4 | ||||||||
| 7503 |
A Model Context Protocol server that enables LLMs like Claude to interact with …
|
B 70 5⁄5 | ||||||||
| 7504 |
Web search capabilities using Microsoft Bing Search API
|
B 70 5⁄5 | ||||||||
| 7505 |
An MCP server that enables AI assistants to capture and analyze web page screen…
|
B 70 5⁄4 | ||||||||
| 7506 |
Enables interaction with HashiCorp Vault for secret management operations inclu…
|
B 70 5⁄5 | ||||||||
| 7507 |
A toolkit for managing Claude desktop app extension configurations, enabling fe…
|
B 70 5⁄5 | ||||||||
| 7508 |
A Model Context Protocol server that provides Google Jobs search capabilities t…
|
B 70 5⁄5 | ||||||||
| 7509 |
Enables serving and querying documentation with AI capabilities, allowing users…
|
B 70 5⁄5 | ||||||||
| 7510 |
A Model Context Protocol server that integrates with Prospeo API to find work e…
|
B 70 5⁄5 | ||||||||
| 7511 |
mcp-tool-chainer
Claim
An MCP (Model Context Protocol) server that chains calls to other MCP tools, re…
|
B 70 5⁄5 | ||||||||
| 7512 |
Enables Claude to access Rhino 8 RhinoCommon API documentation for accurate cod…
|
B 70 5⁄5 | ||||||||
| 7513 |
Manage Garmin Connect workouts, including strength workouts with mapped exercis…
|
B 70 5⁄5 | ||||||||
| 7514 |
Enables querying Garmin health data stored in Supabase through natural language…
|
B 70 5⁄5 | ||||||||
| 7515 |
Provides seamless access to Grok AI's capabilities (chat completion, image unde…
|
B 70 5⁄5 | ||||||||
| 7516 |
MCP server for Parks on the Air (POTA) providing live activator spots, park det…
|
B 70 5⁄4 | ||||||||
| 7517 |
A graph-powered code intelligence engine that indexes codebases into a structur…
|
B 70 5⁄4 | ||||||||
| 7518 |
A server that enables MCP clients like Anthropic Claude App to interact with lo…
|
B 70 5⁄4 | ||||||||
| 7519 |
A simple server that enables AI models to send WhatsApp messages via the Twilio…
|
B 70 5⁄5 | ||||||||
| 7520 |
Chat with your codebase through intelligent code searching without embeddings b…
|
B 70 5⁄5 | ||||||||
| 7521 |
Godot Sentinel MCP
Claim
Enables AI assistants to interact with Godot game projects through real-time er…
|
B 70 5⁄5 | ||||||||
| 7522 |
A Model Context Protocol server that manages structured technical spike investi…
|
B 70 5⁄4 | ||||||||
| 7523 |
Basic MCP Application
Claim
A simple application demonstrating Model Context Protocol (MCP) integration wit…
|
B 70 5⁄5 | ||||||||
| 7524 |
Unified app publishing MCP Server for Google Play, App Store, and 10+ Chinese s…
|
B 70 5⁄4 | ||||||||
| 7525 |
A Model-Context-Protocol server enabling users to perform basic operations on S…
|
B 70 5⁄5 | ||||||||
| 7526 |
Enables AI assistants to interact with the TANSS ticket management system throu…
|
B 70 5⁄5 | ||||||||
| 7527 |
An MCP server specialized in managing and querying gym exercises through a cent…
|
B 70 5⁄5 | ||||||||
| 7528 |
GitLab MCP Server
Claim
Enables interaction with GitLab repositories through natural language, supporti…
|
B 70 5⁄5 | ||||||||
| 7529 |
A Model Context Protocol server that integrates OmniFocus with Claude Desktop, …
|
B 70 5⁄4 | ||||||||
| 7530 |
Provides real-time hot trending topics and heat indices from nine major Chinese…
|
B 70 5⁄5 | ||||||||
| 7531 |
Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search …
|
B 70 5⁄5 | ||||||||
| 7532 |
A server that enables Claude Desktop users to access the Claude API directly, a…
|
B 70 5⁄4 | ||||||||
| 7533 |
Facilitates interactive software development planning by managing tasks, tracki…
|
B 70 5⁄5 | ||||||||
| 7534 |
MongoDB MCP Server
Claim
Enables interaction with MongoDB databases through user management tools includ…
|
B 70 5⁄5 | ||||||||
| 7535 |
MCP server that wraps the Open Notebook API
|
B 70 5⁄4 | ||||||||
| 7536 |
Enables AI agents to manage Mochi.cards flashcards, including browsing decks, s…
|
B 70 5⁄5 | ||||||||
| 7537 |
Enables searching for any text within a specified Algolia index through an MCP-…
|
B 70 5⁄5 | ||||||||
| 7538 |
A starter template for building Model Context Protocol servers that integrate w…
|
B 70 5⁄5 | ||||||||
| 7539 |
AI agent ecosystem research, DeFi analysis, and market research tools
|
B 70 5⁄5 | ||||||||
| 7540 |
MalwareBazaar_MCP
Claim
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…
|
B 70 5⁄4 | ||||||||
| 7541 |
Controls a real Chrome browser to navigate web pages and extract text content w…
|
B 70 5⁄4 | ||||||||
| 7542 |
Enables AI language models to interact with YouTube content through a standardi…
|
B 70 5⁄5 | ||||||||
| 7543 |
Connects local LLMs to external tools (calculator, knowledge base) via MCP prot…
|
B 70 5⁄5 | ||||||||
| 7544 |
Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
|
B 70 5⁄5 | ||||||||
| 7545 |
Enables Instagram engagement analysis using the unofficial Instagram Private AP…
|
B 70 5⁄5 | ||||||||
| 7546 |
Enables AI assistants to interact with WordPress sites through the REST API. Su…
|
B 70 5⁄5 | ||||||||
| 7547 |
3D MCP Server
Claim
Enables AI-driven 3D model generation and manipulation using OpenSCAD through n…
|
B 70 5⁄4 | ||||||||
| 7548 |
A framework to use with AI to easily create a server for any service. Just drop…
|
B 70 5⁄4 | ||||||||
| 7549 |
Enables high-quality AI video generation using Google's Veo 3.1 model for text-…
|
B 70 5⁄5 | ||||||||
| 7550 |
An MCP server that publishes CLI tools on your machine for discoverability by L…
|
B 70 5⁄4 | ||||||||