MCP Server Quality Scores
Independent quality analysis of 50632 public MCP servers
Last updated 1 hour, 49 minutes ago
Grade Distribution
Score Distribution
Newly Added
mcp Altoviz MCP Server Thrivee — Personal Finance Intelligence Ezi Home Services voip.ms| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15351 |
Enables AI agents to generate professional Word and PDF documents with support …
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F 30 5⁄5 | ||||||||
| 15352 |
MCP C++ SDK - Model Context Protocol implementation in CPP with enterprise-grad…
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F 30 5⁄4 | ||||||||
| 15353 |
Spot pre-launch products before they trend. Search the web and tech sites, extr…
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F 30 6⁄6 | ||||||||
| 15354 |
An intelligent tool that automates the setup of new Model Context Protocol (MCP…
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F 30 5⁄4 | ||||||||
| 15355 |
Enables control of macOS applications through natural language, allowing users …
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F 30 5⁄4 | ||||||||
| 15356 |
A sample implementation of Model Context Protocol server using Next.js and the …
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F 30 5⁄5 | ||||||||
| 15357 |
This server bridges the Model Context Protocol (MCP) to the MQTT protocol, allo…
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F 30 5⁄4 | ||||||||
| 15358 |
An MCP server that helps developers integrate Vonage API capabilities by provid…
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F 30 5⁄5 | ||||||||
| 15359 |
A joke/demo Model Context Protocol server that injects cringe-worthy advertisem…
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F 30 5⁄5 | ||||||||
| 15360 |
Enables conversational interaction with Odoo to manage timesheets, expenses, co…
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F 30 5⁄5 | ||||||||
| 15361 |
A TypeScript framework for building Model Context Protocol (MCP) servers with a…
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F 30 5⁄5 | ||||||||
| 15362 |
Enables AI assistants to interact with Spec Kit templates and workflows for man…
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F 30 5⁄4 | ||||||||
| 15363 |
Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing…
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F 30 5⁄5 | ||||||||
| 15364 |
Tracks and manages code changes from Git repositories, generates documentation …
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F 30 5⁄5 | ||||||||
| 15365 |
An MCP server that interfaces with Google NotebookLM to enable autonomous acade…
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F 30 5⁄5 | ||||||||
| 15366 |
Enables interaction with the Swagger Petstore API (Petclinic v2) to fetch and m…
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F 30 5⁄5 | ||||||||
| 15367 |
A proxy MCP server that manages multiple upstream MCP servers by grouping them …
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F 30 5⁄4 | ||||||||
| 15368 |
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes fr…
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F 30 6⁄6 | ||||||||
| 15369 |
Enables AI-powered multimodal content generation using Volcano Engine's Jimeng …
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F 30 5⁄5 | ||||||||
| 15370 |
eXtended Threat Management MCP Servers
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F 30 5⁄4 | ||||||||
| 15371 |
A persistent local memory for AI, LLMs, or Copilot in VS Code.
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F 30 5⁄4 | ||||||||
| 15372 |
A global framework for creating reusable command shortcuts and slash commands t…
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F 30 5⁄4 | ||||||||
| 15373 |
An MCP server that converts Markdown files containing Mermaid diagrams into PDF…
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F 30 5⁄4 | ||||||||
| 15374 |
Enables AI agents to interact with Windows operating systems through native UI …
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F 30 5⁄4 | ||||||||
| 15375 |
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
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F 30 5⁄4 | ||||||||
| 15376 |
A knowledge graph server for AI agents, built with Neo4j and integrated with Mo…
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F 30 5⁄4 | ||||||||
| 15377 |
A Model Context Protocol server that provides tools for code modification and g…
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F 30 5⁄5 | ||||||||
| 15378 |
This MCP is used to get realtime food data from OpenFoodFacts database.
OpenFo…
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F 30 5⁄5 | ||||||||
| 15379 |
Enables Claude agents to checkpoint their context state and reset back to saved…
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F 30 5⁄4 | ||||||||
| 15380 |
Intent-based project documentation server that automatically maps natural langu…
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F 30 5⁄5 | ||||||||
| 15381 |
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
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F 30 5⁄4 | ||||||||
| 15382 |
A production-ready unified entry point for AI agents that implements the Model …
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F 30 5⁄5 | ||||||||
| 15383 |
Record and share your AI-driven development journey. Auto-saves project milesto…
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F 30 5⁄4 | ||||||||
| 15384 |
Provides a structured documentation system for context preservation in AI assis…
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F 30 5⁄5 | ||||||||
| 15385 |
An MCP server that integrates with Claude to provide smart documentation search…
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F 30 5⁄5 | ||||||||
| 15386 |
Allows deployment of a Model Context Protocol server on Cloudflare Workers with…
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F 30 5⁄5 | ||||||||
| 15387 |
Enables Claude Desktop to interact with MySQL databases through secure query ex…
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F 30 5⁄5 | ||||||||
| 15388 |
AI-native security toolkit — fray go target.com scans everything. 7,600+ payloa…
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F 30 5⁄4 | ||||||||
| 15389 |
A Python starter template for building MCP servers with client connection manag…
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F 30 5⁄5 | ||||||||
| 15390 |
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
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F 30 5⁄5 | ||||||||
| 15391 |
MCP server for the POX SDN controller to provides network control and managemen…
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F 30 5⁄4 | ||||||||
| 15392 |
This is a powerful Model Context Protocol (MCP) server that integrates multiple…
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F 30 5⁄4 | ||||||||
| 15393 |
Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base c…
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F 30 6⁄6 | ||||||||
| 15394 |
An MCP server that enables users to book, cancel, reschedule, and list appointm…
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F 30 5⁄4 | ||||||||
| 15395 |
Read jira data via JQL and api and execute requests to create and edit tickets.
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F 30 5⁄5 | ||||||||
| 15396 |
Provides unified ABAP and RAP documentation search, document retrieval, and ABA…
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F 30 6⁄6 | ||||||||
| 15397 |
Enables natural language interface for single-cell RNA-Seq analysis using Liana…
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F 30 5⁄5 | ||||||||
| 15398 |
Enables AI image generation using Doubao Seedream models and video generation u…
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F 30 6⁄6 | ||||||||
| 15399 |
Enables users to generate presentation slides using 2slides.com's API through C…
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F 30 6⁄6 | ||||||||
| 15400 |
Automatically detects security vulnerabilities in AI-generated code, scanning f…
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F 30 5⁄5 | ||||||||