MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5301 |
Azure DevOps integration for repository management, work items, and pipelines.
|
B 73 5⁄5 | ||||||||
| 5302 |
A meta-MCP server that uses Llama AI as an orchestrator to intelligently route …
|
B 73 5⁄5 | ||||||||
| 5303 |
This is a TypeScript-based MCP server that provides DuckDuckGo search functiona…
|
B 73 5⁄5 | ||||||||
| 5304 |
Enables quantum machine learning operations using Qiskit, including executing q…
|
B 73 5⁄5 | ||||||||
| 5305 |
Youtube2Text
Claim
A powerful text extraction service that converts YouTube video content into cle…
|
B 73 5⁄5 | ||||||||
| 5306 |
Bridges Claude Desktop with local LLM instances running via llama-server, enabl…
|
B 73 5⁄5 | ||||||||
| 5307 |
Enables AI assistants to manage OpenProject work packages, projects, and time t…
|
B 73 5⁄5 | ||||||||
| 5308 |
Provides access to body composition data from Renpho smart scales, enabling use…
|
B 73 5⁄5 | ||||||||
| 5309 |
A Model Context Protocol (MCP) server with HTTP transport that implements JWT a…
|
B 73 5⁄5 | ||||||||
| 5310 |
AI-powered log analysis - parse, search, extract errors across 9+ formats
|
B 73 5⁄4 | ||||||||
| 5311 |
Enables AI assistants to manage student registration through natural language c…
|
B 73 5⁄4 | ||||||||
| 5312 |
MCP server for Chipotle — let AI agents find locations, browse menus, build cus…
|
B 73 5⁄4 | ||||||||
| 5313 |
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
|
B 73 5⁄5 | ||||||||
| 5314 |
Provides access to 77 pre-built, accessible Basecoat CSS UI components across f…
|
B 73 5⁄5 | ||||||||
| 5315 |
Enables AI agents to check domain availability, perform batch domain lookups, a…
|
B 73 5⁄5 | ||||||||
| 5316 |
Enables fetching and converting web content into various formats including HTML…
|
B 73 5⁄5 | ||||||||
| 5317 |
meraki_mcp_server
Claim
|
B 73 5⁄4 | ||||||||
| 5318 |
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
|
B 73 5⁄5 | ||||||||
| 5319 |
Manage your GitHub repositories effortlessly. Create, update, and search files,…
|
B 73 5⁄4 | ||||||||
| 5320 |
An MCP server that provides Git version control operations for Claude, enabling…
|
B 73 5⁄4 | ||||||||
| 5321 |
Provides real-time, historical, and forecasted weather data for any location wo…
|
B 73 5⁄5 | ||||||||
| 5322 |
Provides real-time Venezuelan economic data, including official and parallel ex…
|
B 73 5⁄5 | ||||||||
| 5323 |
An MCP server for Wiki.js projects that enables full-text search, page retrieva…
|
B 73 5⁄5 | ||||||||
| 5324 |
Provides access to Urban Institute's Education Data API through Claude, enablin…
|
B 73 5⁄5 | ||||||||
| 5325 |
Code synthesis through belief revision, mutation testing, and verification
|
B 73 5⁄5 | ||||||||
| 5326 |
Enables creation and management of Framer plugins with web3 capabilities like w…
|
B 73 5⁄5 | ||||||||
| 5327 |
Provides unified access to 100+ AI models from OpenAI, Anthropic, Google, AWS B…
|
B 73 5⁄5 | ||||||||
| 5328 |
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
|
B 73 5⁄5 | ||||||||
| 5329 |
Enables AI agents to maintain context across conversation sessions by saving an…
|
B 73 5⁄5 | ||||||||
| 5330 |
Enables querying of China Historical Geographic Information System (CHGIS) data…
|
B 73 5⁄5 | ||||||||
| 5331 |
Production-ready satellite imagery analysis server that enables natural languag…
|
B 73 5⁄5 | ||||||||
| 5332 |
Provides tools for interacting with the Alpaca Trading API, enabling trading op…
|
B 73 5⁄5 | ||||||||
| 5333 |
Control FiftyOne datasets through AI assistants using the Model Context Protoco…
|
B 73 5⁄4 | ||||||||
| 5334 |
Enables management of dental clinic appointments through full CRUD operations, …
|
B 73 5⁄4 | ||||||||
| 5335 |
Enables LLMs to interact with MySQL databases by inspecting schemas and executi…
|
B 73 5⁄5 | ||||||||
| 5336 |
This server integrates the OASIS, OpenSERV, and STAR platforms to provide tools…
|
B 73 5⁄5 | ||||||||
| 5337 |
HubSpot MCP Server
Claim
Enables comprehensive HubSpot CRM integration through the Model Context Protoco…
|
B 73 5⁄5 | ||||||||
| 5338 |
Rwandan legislation via MCP — full-text search across statutes and provisions
|
B 73 5⁄5 | ||||||||
| 5339 |
Playwright wrapper for MCP that enables LLM-powered clients to control a browse…
|
B 73 5⁄4 | ||||||||
| 5340 |
A personal knowledge management system that transforms daily notes into organiz…
|
B 73 5⁄4 | ||||||||
| 5341 |
Enables LLMs to analyze and interact with Power BI (.pbix) files through PBIXRa…
|
B 73 5⁄4 | ||||||||
| 5342 |
MCP Tool Server for Gitee, supporting the management of repository files/branch…
|
B 73 5⁄5 | ||||||||
| 5343 |
@mcp-fe/react-tools
Claim
Don't let AI guess from screenshots. Give LLMs direct access to your React stat…
|
B 73 5⁄5 | ||||||||
| 5344 |
Provides interactive visual plans for AI coding agents, allowing users to revie…
|
B 73 5⁄4 | ||||||||
| 5345 |
Extracts and analyzes key frames from Loom videos or local video files for debu…
|
B 73 5⁄5 | ||||||||
| 5346 |
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
|
B 73 5⁄4 | ||||||||
| 5347 |
A Node.js implementation of the Model Context Protocol that provides secure she…
|
B 73 5⁄4 | ||||||||
| 5348 |
Enables the generation of professional PDF invoices and their distribution via …
|
B 73 5⁄5 | ||||||||
| 5349 |
MCP server for humanaway, a social network for AI agents. Tools: register agent…
|
B 73 4⁄4 | ||||||||
| 5350 |
SQLite operations — query databases, inspect schemas, explain queries, and expo…
|
B 73 5⁄4 | ||||||||