MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 1 hour, 11 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 | ||||||||||
| 15551 |
A state-based agent orchestration system that allows transitions between differ…
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F 30 5⁄4 | ||||||||
| 15552 |
An MCP server that performs code reviews by comparing local source code against…
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F 30 6⁄6 | ||||||||
| 15553 |
Social media automation with AI — publish, schedule, campaigns, DMs, analytics …
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F 30 5⁄5 | ||||||||
| 15554 |
A Model Context Protocol server that provides LLMs with read and write access t…
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F 30 5⁄5 | ||||||||
| 15555 |
Bridges local LLMs running in LM Studio with MCP clients like Claude Desktop to…
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F 30 5⁄5 | ||||||||
| 15556 |
Am MCP server for LNbits Lightning Network wallet integration.
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F 30 5⁄4 | ||||||||
| 15557 |
A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, a…
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F 30 5⁄5 | ||||||||
| 15558 |
Provides tools to retrieve information about current and upcoming free games on…
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F 30 5⁄5 | ||||||||
| 15559 |
A Model Context Protocol server for accessing NovaCV resume services API, enabl…
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F 30 5⁄5 | ||||||||
| 15560 |
Provides the ability to generate images via Replicate's API.
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F 30 5⁄5 | ||||||||
| 15561 |
An MCP server implementation for 4EVERLAND Hosting enabling instant deployment …
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F 30 5⁄4 | ||||||||
| 15562 |
Monitor MCP registry for new servers - Discord Slack notifications alerts
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F 30 5⁄4 | ||||||||
| 15563 |
The Gemini CLI confirmed that the MCP server built with Google Apps Script (GAS…
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F 30 6⁄4 | ||||||||
| 15564 |
A lightweight, extensible cybersecurity toolkit that connects AI assistants to …
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F 30 5⁄5 | ||||||||
| 15565 |
Crawl, embed, chunk, search, and retrieve information from datasets through [Tr…
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F 30 5⁄5 | ||||||||
| 15566 |
Enables interaction with Foreman instances to manage systems through the Model …
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F 30 5⁄5 | ||||||||
| 15567 |
A multi-agent framework that models complex social systems through a coordinate…
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F 30 5⁄5 | ||||||||
| 15568 |
Provides LLMs with persistent memory across conversations using a knowledge gra…
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F 30 5⁄5 | ||||||||
| 15569 |
An MCP server that enables AI assistants to interact with Signoz observability …
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F 30 5⁄5 | ||||||||
| 15570 |
Provides comprehensive access to Pipedrive CRM with 100+ tools for managing dea…
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F 30 5⁄5 | ||||||||
| 15571 |
A lightning-fast, self-hosted knowledge store and memory layer for AI agents
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F 30 5⁄4 | ||||||||
| 15572 |
A Model Context Protocol server that automates code generation for web developm…
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F 30 5⁄5 | ||||||||
| 15573 |
MCP server for video analysis — extracts transcripts, key frames, OCR text, and…
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F 30 5⁄5 | ||||||||
| 15574 |
An MCP server that provides healthcare tools for interacting with FHIR data and…
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F 30 5⁄5 | ||||||||
| 15575 |
A Model Context Protocol server that provides image generation capabilities usi…
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F 30 5⁄5 | ||||||||
| 15576 |
Enables direct interaction with the Discord API using both REST API calls and s…
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F 30 5⁄5 | ||||||||
| 15577 |
Create images and videos from prompts, with options for image mixing, reference…
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F 30 6⁄6 | ||||||||
| 15578 |
Converts images, PDFs, Word documents, and Excel spreadsheets to structured mar…
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F 30 5⁄5 | ||||||||
| 15579 |
Integrates Gmail with Claude Desktop to fetch unread emails, generate AI-powere…
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F 30 5⁄5 | ||||||||
| 15580 |
An MCP server that enables AI to interact with the private 'my-design' React co…
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F 30 5⁄5 | ||||||||
| 15581 |
Enables interaction with the Swagger Petstore API (Petclinic v2) to fetch and m…
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F 30 5⁄5 | ||||||||
| 15582 |
8 strategic GTM tools: PMF, Launch, Interviews, Retention, Partners, Crisis, Co…
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F 30 5⁄4 | ||||||||
| 15583 |
A Model Context Protocol server manager that acts as a proxy/multiplexer, enabl…
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F 30 5⁄5 | ||||||||
| 15584 |
A Docker-based local RAG backend that provides advanced document search capabil…
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F 30 5⁄4 | ||||||||
| 15585 |
Enables the execution of AppleScript and JavaScript for Automation (JXA) on mac…
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F 30 5⁄4 | ||||||||
| 15586 |
Enables AI assistants to read, search, and analyze local file systems with tool…
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F 30 5⁄4 | ||||||||
| 15587 |
Provides cocktail recommendations using a Retrieval-Augmented Generation (RAG) …
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F 30 5⁄5 | ||||||||
| 15588 |
Intentionally vulnerable Model Context Protocol (MCP) server designed for secur…
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F 30 5⁄5 | ||||||||
| 15589 |
Allows AI assistants to access and analyze your Cursor conversation history, en…
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F 30 5⁄4 | ||||||||
| 15590 |
A bridge between iOS simulators and the Model Context Protocol, enabling progra…
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F 30 5⁄4 | ||||||||
| 15591 |
A lightweight Model Context Protocol (MCP) server that enables natural language…
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F 30 5⁄4 | ||||||||
| 15592 |
An MCP server for the OpenAI Codex CLI that provides coding assistance with mul…
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F 30 5⁄4 | ||||||||
| 15593 |
VikingDB integration with collection and index introduction, vector store and s…
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F 30 5⁄5 | ||||||||
| 15594 |
Enables AI assistants to read, search, and post poems on pplog via the Model Co…
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F 30 5⁄4 | ||||||||
| 15595 |
masking posts and getting account info on x.
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F 30 5⁄4 | ||||||||
| 15596 |
This MCP server provides a tool to generate manual test cases in Markdown or CS…
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F 30 5⁄5 | ||||||||
| 15597 |
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes fr…
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F 30 6⁄6 | ||||||||
| 15598 |
A comprehensive Model Context Protocol server that enables Claude Code to perfo…
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F 30 5⁄4 | ||||||||
| 15599 |
On-device memory layer with retrieval-augmented search, hooks, and MCP server f…
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F 30 5⁄4 | ||||||||
| 15600 |
Enables searching for groceries and automatically adding items to cart through …
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F 30 5⁄5 | ||||||||