MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 3 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9501 |
MCP server for searching and reading PmWiki pages with text queries and group f…
|
C 67 5⁄4 | ||||||||
| 9502 |
Enables the execution and analysis of JMeter performance tests through MCP-comp…
|
C 67 5⁄4 | ||||||||
| 9503 |
Spotify MCP Server
Claim
Enables control of Spotify playback, music search, and playlist management thro…
|
C 67 5⁄5 | ||||||||
| 9504 |
A powerful Model Context Protocol (MCP) server that provides enhanced Google se…
|
C 67 5⁄5 | ||||||||
| 9505 |
An MCP server for searching and exploring MCP servers from the Glama MCP direct…
|
C 67 5⁄5 | ||||||||
| 9506 |
Enables AI assistants to send messages and interact with Telegram chats through…
|
C 67 5⁄5 | ||||||||
| 9507 |
Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orc…
|
C 67 5⁄4 | ||||||||
| 9508 |
Fusion MCP Server
Claim
Enables AI to analyze and transform data using fusion algorithms with statistic…
|
C 67 5⁄5 | ||||||||
| 9509 |
MCP server that provides AI assistants access to stock market data including fi…
|
C 67 5⁄5 | ||||||||
| 9510 |
Enables AI assistants to download Instagram content including posts, videos, re…
|
C 67 5⁄4 | ||||||||
| 9511 |
LaTeX Resume MCP
Claim
Enables creating, editing, and compiling LaTeX resumes directly from Claude usi…
|
C 67 5⁄4 | ||||||||
| 9512 |
Enables AI agents to create, read, modify, and convert Word documents without M…
|
C 67 5⁄5 | ||||||||
| 9513 |
A server providing a unified interface to interact with Firebase services, incl…
|
C 67 5⁄5 | ||||||||
| 9514 |
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
|
C 67 5⁄5 | ||||||||
| 9515 |
Provides programmatic access to GameMaker Language (GML) documentation through …
|
C 67 5⁄5 | ||||||||
| 9516 |
Provides a specialized environment for developing InstantCMS 2 addons and templ…
|
C 67 5⁄4 | ||||||||
| 9517 |
A bridge allowing Claude Desktop to access Telegram chats and messages via the …
|
C 67 5⁄5 | ||||||||
| 9518 |
Enables monitoring and debugging of Hatchet workflows and jobs through MCP clie…
|
C 67 5⁄5 | ||||||||
| 9519 |
Enables access to Astro's App Store Optimization (ASO) database for analyzing a…
|
C 67 5⁄4 | ||||||||
| 9520 |
Lightweight MCP wrappers that consolidate multiple tools from services like Sup…
|
C 67 5⁄5 | ||||||||
| 9521 |
Provides comprehensive information about Colombia including departments, region…
|
C 67 5⁄5 | ||||||||
| 9522 |
A Python wrapper for the Chemistry Development Kit (CDK)
|
C 67 5⁄4 | ||||||||
| 9523 |
This server integrates with the Ticketmaster API to provide AI agents with real…
|
C 67 5⁄5 | ||||||||
| 9524 |
mcp-garendesign
Claim
Enables AI-driven frontend component design and code generation from natural la…
|
C 67 5⁄4 | ||||||||
| 9525 |
Provides access to real-time weather data, 5-day forecasts, air quality informa…
|
C 67 5⁄5 | ||||||||
| 9526 |
A powerful orchestration layer for Model Context Protocol (MCP) servers that en…
|
C 67 5⁄5 | ||||||||
| 9527 |
Integrates with Perplexity's API to provide web search and AI-powered answers w…
|
C 67 5⁄5 | ||||||||
| 9528 |
Provides essential utility tools for text processing, file operations, hashing,…
|
C 67 5⁄4 | ||||||||
| 9529 |
Production-ready MCP server for secure Python code execution with artifact capt…
|
C 67 5⁄5 | ||||||||
| 9530 |
An MCP server that enables Large Language Models or other MCP clients to intera…
|
C 67 5⁄4 | ||||||||
| 9531 |
Design, manage, and price tabletop games on The Game Crafter via MCP.
|
C 67 5⁄4 | ||||||||
| 9532 |
Enables execution of SSH commands on remote servers and management of Google Cl…
|
C 67 5⁄4 | ||||||||
| 9533 |
mcp_vms
Claim
A Model Context Protocol (MCP) server designed to connect to a CCTV recording p…
|
C 67 5⁄4 | ||||||||
| 9534 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 67 5⁄4 | ||||||||
| 9535 |
Enables AI models to create and manage GitHub repositories, branches, and files…
|
C 67 5⁄5 | ||||||||
| 9536 |
Provides ML-powered revenue intelligence for sales and customer success teams, …
|
C 67 5⁄5 | ||||||||
| 9537 |
A lightweight server for Samsung SmartThings, offering tools to manage devices …
|
C 67 5⁄5 | ||||||||
| 9538 |
Node.js server implementing Model Context Protocol for git operations, enabling…
|
C 67 5⁄5 | ||||||||
| 9539 |
A Model Context Protocol server that enables AI assistants to fetch current wea…
|
C 67 5⁄5 | ||||||||
| 9540 |
RAG MCP Server
Claim
Enables Claude to perform retrieval-augmented generation using LangChain, Chrom…
|
C 67 5⁄4 | ||||||||
| 9541 |
Enables programmatic control of the WezTerm terminal emulator through the Model…
|
C 67 5⁄4 | ||||||||
| 9542 |
Enables users to view and edit Microsoft Loop pages as interactive markdown wid…
|
C 67 5⁄5 | ||||||||
| 9543 |
An MCP server that provides tools to query and interact with MongoDB user colle…
|
C 67 5⁄4 | ||||||||
| 9544 |
Manage sandboxes, run commands, host websites, and read or write files remotely…
|
C 67 5⁄4 | ||||||||
| 9545 |
A starter template for quickly developing Model Context Protocol (MCP) servers …
|
C 67 5⁄4 | ||||||||
| 9546 |
A Model Context Protocol server that connects to Google Cloud services, allowin…
|
C 67 5⁄4 | ||||||||
| 9547 |
Enables AI-powered image generation using Volcengine's Doubao model with custom…
|
C 67 5⁄5 | ||||||||
| 9548 |
Enables seamless integration with ElevenLabs Conversational AI to manage agents…
|
C 67 5⁄5 | ||||||||
| 9549 |
An MCP server that provides Email, Phone and Address Validation Services from B…
|
C 67 5⁄5 | ||||||||
| 9550 |
Bridge MCP servers to the agent:// network so other agents can discover and cal…
|
C 67 6⁄6 | ||||||||