MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 55 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 | ||||||||||
| 15901 |
Normalize and convert more than 400 file types via TweekIT's hosted MCP streama…
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F 30 6⁄6 | ||||||||
| 15902 |
A focused project memory system that provides knowledge graph capabilities and …
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F 30 5⁄4 | ||||||||
| 15903 |
MCP server for sequential thinking and complex problem-solving. Built iterative…
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F 30 5⁄5 | ||||||||
| 15904 |
Provides AI coding assistant rules and guidelines for Bürokratt modules, includ…
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F 30 5⁄5 | ||||||||
| 15905 |
Enables AI-powered image and video analysis using Google Gemini and Vertex AI m…
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F 30 5⁄5 | ||||||||
| 15906 |
A security wrapper for MCP servers that provides trust-on-first-use pinning, gu…
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F 30 5⁄5 | ||||||||
| 15907 |
An MCP server that enables AI to interact with the private 'my-design' React co…
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F 30 5⁄5 | ||||||||
| 15908 |
Studio MCP transforms any CLI command into an AI tool by using a simple templat…
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F 30 5⁄4 | ||||||||
| 15909 |
Enables management of retail e-commerce products with CRUD operations, AI-power…
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F 30 5⁄5 | ||||||||
| 15910 |
A Model Context Protocol server that allows AI assistants like Claude and Curso…
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F 30 5⁄4 | ||||||||
| 15911 |
Enables AI assistants and automation tools to interact with Trello boards, list…
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F 30 5⁄5 | ||||||||
| 15912 |
Add RAG-powered AI chat to any website with one command. Local vector store, mu…
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F 30 5⁄4 | ||||||||
| 15913 |
Enables integration with Cortex Context services through the Model Context Prot…
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F 30 5⁄5 | ||||||||
| 15914 |
Enables Claude to intelligently query and analyze your resume using RAG technol…
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F 30 5⁄4 | ||||||||
| 15915 |
Automatically generates and runs MCP servers by scraping API documentation and …
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F 30 5⁄5 | ||||||||
| 15916 |
A FastMCP-powered microserver that allows users to programmatically generate we…
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F 30 5⁄4 | ||||||||
| 15917 |
A codemode MCP server for fetching and querying dependency source code from npm…
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F 30 5⁄5 | ||||||||
| 15918 |
Allows deployment of a Model Context Protocol server on Cloudflare Workers with…
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F 30 5⁄5 | ||||||||
| 15919 |
Enables interaction with UniVoucher's decentralized crypto gift card protocol a…
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F 30 5⁄5 | ||||||||
| 15920 |
A production-ready unified entry point for AI agents that implements the Model …
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F 30 5⁄5 | ||||||||
| 15921 |
Generates 'Kotonoha Sisters Explainer' style scenarios for the exia novel game …
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F 30 5⁄5 | ||||||||
| 15922 |
Enables control of Philips Hue lights through Claude and other LLM interfaces u…
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F 30 5⁄5 | ||||||||
| 15923 |
Model Context Protocol (MCP) Server for reading from Google Drive and editing G…
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F 30 5⁄5 | ||||||||
| 15924 |
Helps users discover and install MCP servers from PlayMCP using hybrid search (…
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F 30 5⁄5 | ||||||||
| 15925 |
# Stop Building Features Based on Assumptions
**Spec Iterator** conducts stru…
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F 30 5⁄4 | ||||||||
| 15926 |
Provides tools and resources for managing in-memory documents, allowing users t…
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F 30 5⁄4 | ||||||||
| 15927 |
Enables AI assistants to read, search, and post poems on pplog via the Model Co…
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F 30 5⁄4 | ||||||||
| 15928 |
Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, …
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F 30 5⁄5 | ||||||||
| 15929 |
A base setup for creating MCP servers that integrate with Google's Gemini CLI, …
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F 30 5⁄5 | ||||||||
| 15930 |
Provides unified access to multiple cloud object storage services (Huawei OBS, …
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F 30 6⁄6 | ||||||||
| 15931 |
A powerful research assistant that conducts intelligent, iterative research thr…
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F 30 5⁄5 | ||||||||
| 15932 |
A local MCP gateway that compresses multiple upstream servers into two tools, s…
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F 30 5⁄4 | ||||||||
| 15933 |
Enables AI agents to perform secure Salesforce Lead management operations inclu…
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F 30 5⁄5 | ||||||||
| 15934 |
Fetch YouTube subtitles and transcripts for AI analysis
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F 30 5⁄5 | ||||||||
| 15935 |
Provides access to the World Health Organization's Global Health Observatory da…
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F 30 5⁄5 | ||||||||
| 15936 |
A locally-hosted MCP server that provides AI assistants with advanced web crawl…
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F 30 5⁄4 | ||||||||
| 15937 |
A declarative framework that manages LLM resources, prompts, and tools through …
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F 30 5⁄5 | ||||||||
| 15938 |
Enables menu browsing, recommendation requests, and shopping cart management th…
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F 30 5⁄5 | ||||||||
| 15939 |
Zero-dependency MCP server implementation.
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F 30 5⁄4 | ||||||||
| 15940 |
A local vector database RAG system that integrates with Playwright MCP for web …
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F 30 5⁄4 | ||||||||
| 15941 |
An MCP server designed for SQL analysis that demonstrates sampling capabilities…
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F 30 5⁄4 | ||||||||
| 15942 |
A powerful, self-extending MCP server for dynamic AI tool orchestration. Featur…
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F 30 5⁄4 | ||||||||
| 15943 |
Enables AI agents to fundraise for projects on the Base chain using milestone-b…
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F 30 5⁄5 | ||||||||
| 15944 |
Enables secure interaction with kintone through OAuth authentication, supportin…
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F 30 5⁄5 | ||||||||
| 15945 |
Enables LLMs to search and retrieve PayNow Component documentation directly, ac…
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F 30 6⁄6 | ||||||||
| 15946 |
Enables high-quality transcription and subtitle generation from local media fil…
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F 30 5⁄4 | ||||||||
| 15947 |
|
F 30 5⁄4 | ||||||||
| 15948 |
Reddit integration to analyze content on WallStreetBets community
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F 30 5⁄5 | ||||||||
| 15949 |
Allows AI assistants to generate and transform high-quality images from text pr…
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F 30 5⁄5 | ||||||||
| 15950 |
Enables Claude to render interactive, real-time spreadsheets with streaming cel…
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F 30 5⁄5 | ||||||||