MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3101 |
Provides local web search and content fetching capabilities for AI assistants, …
|
B 76 5⁄4 | ||||||||
| 3102 |
Enables efficient web search integration with Jina.ai's Search API, offering cl…
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B 76 5⁄5 | ||||||||
| 3103 |
simple-memory-mcp
Claim
Provides AI assistants with persistent memory across sessions using local SQLit…
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B 76 5⁄5 | ||||||||
| 3104 |
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
|
B 76 5⁄4 | ||||||||
| 3105 |
Enables AI assistants to search YouTube videos using the official YouTube Data …
|
B 76 5⁄5 | ||||||||
| 3106 |
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
|
B 76 5⁄5 | ||||||||
| 3107 |
Provides persistent, project-centric context awareness for AI assistants using …
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B 76 5⁄5 | ||||||||
| 3108 |
A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSe…
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B 76 5⁄4 | ||||||||
| 3109 |
Enables comprehensive Windows system management through Claude Desktop, includi…
|
B 76 5⁄5 | ||||||||
| 3110 |
Provides a comprehensive robotics information hub with details on frameworks li…
|
B 76 5⁄4 | ||||||||
| 3111 |
Enables AI agents to access New Relic logs and APM data through the NerdGraph A…
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B 76 5⁄5 | ||||||||
| 3112 |
Enables AI assistants to leverage Qwen's code analysis capabilities with large …
|
B 76 5⁄5 | ||||||||
| 3113 |
Interact seamlessly with issues and merge requests of your GitLab projects.
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B 76 5⁄5 | ||||||||
| 3114 |
BrowserStack's Official MCP Server
|
B 76 5⁄5 | ||||||||
| 3115 |
Exposes a subset of the Etsy API through the Model Context Protocol to manage s…
|
B 76 5⁄5 | ||||||||
| 3116 |
MCP server that integrates with Gmail to enable sending, reading, and managing …
|
B 76 5⁄5 | ||||||||
| 3117 |
An MCP server providing real-time currency conversion and exchange rate data th…
|
B 76 6⁄6 | ||||||||
| 3118 |
Manage secure enclaves (TEEs) with attestation, payments, and signing for AI ag…
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B 76 5⁄5 | ||||||||
| 3119 |
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
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B 76 5⁄5 | ||||||||
| 3120 |
MCP server for Pylon customer support platform
|
B 76 5⁄4 | ||||||||
| 3121 |
An MCP server for Android's Tasker automation app.
|
B 76 5⁄4 | ||||||||
| 3122 |
Jira MCP Server
Claim
Enables natural language interaction with Jira for managing projects, issues, t…
|
B 76 5⁄5 | ||||||||
| 3123 |
An implementation project of a JVM-based MCP (Model Context Protocol) server.
|
B 76 5⁄4 | ||||||||
| 3124 |
A BLE fitness device simulator that enables AI agents to control simulated hear…
|
B 76 5⁄5 | ||||||||
| 3125 |
Enables AI-guided spec-driven development workflow that transforms ideas into i…
|
B 76 5⁄5 | ||||||||
| 3126 |
Analyze test coverage from LCOV files - makes AI agents coverage-aware without …
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B 76 5⁄5 | ||||||||
| 3127 |
Enables generating, editing, and manipulating images using Google Gemini Flash …
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B 76 5⁄5 | ||||||||
| 3128 |
Website Generator
Claim
Website Generator
|
B 76 5⁄4 | ||||||||
| 3129 |
Enables users to check weather conditions using Open-Meteo's free API with GitH…
|
B 76 5⁄4 | ||||||||
| 3130 |
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
|
B 76 5⁄5 | ||||||||
| 3131 |
Enables LLMs to search, analyze, and summarize academic research papers in real…
|
B 76 5⁄5 | ||||||||
| 3132 |
Binspire MCP
Claim
Connects LLMs to the Binspire API to build autonomous AI-driven waste managemen…
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B 76 5⁄5 | ||||||||
| 3133 |
Enables LLMs like Claude to query the official Spanish BOE API for consolidated…
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B 76 5⁄5 | ||||||||
| 3134 |
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
|
B 76 5⁄5 | ||||||||
| 3135 |
This MCP server allows users to create, manage, and serve web applications thro…
|
B 76 5⁄5 | ||||||||
| 3136 |
Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.
|
B 76 6⁄6 | ||||||||
| 3137 |
A comprehensive server that enables interaction with PocketBase databases throu…
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B 76 5⁄5 | ||||||||
| 3138 |
MCP server for understanding AWS spend
|
B 76 5⁄5 | ||||||||
| 3139 |
A FastMCP server for the Animagine XL 4.0 image generation experience that prov…
|
B 76 5⁄4 | ||||||||
| 3140 |
Node.js server implementing Model Context Protocol that enables seamless intera…
|
B 76 5⁄4 | ||||||||
| 3141 |
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
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B 76 5⁄5 | ||||||||
| 3142 |
Access financial data and market information via Financial Modeling Prep API
|
B 76 5⁄4 | ||||||||
| 3143 |
Microservice Connector Protocol server that exposes Grabba API functionalities …
|
B 76 6⁄6 | ||||||||
| 3144 |
MCP Coding Agents
Claim
A transport-agnostic MCP server that integrates multiple AI coding agents (Clau…
|
B 76 5⁄5 | ||||||||
| 3145 |
mcp-calculator-server
Claim
|
B 76 5⁄4 | ||||||||
| 3146 |
Enable real-time web search and data extraction capabilities.
|
B 76 5⁄5 | ||||||||
| 3147 |
Enables programmatic creation and management of draw.io diagrams through MCP to…
|
B 76 5⁄4 | ||||||||
| 3148 |
zen
Claim
Selfhosted notes app. Single golang binary, notes stored as markdown within SQL…
|
B 76 5⁄5 | ||||||||
| 3149 |
A Model Context Protocol (MCP) server implementation for remote memory bank man…
|
B 76 5⁄5 | ||||||||
| 3150 |
Enables AI agents to discover each other and communicate through cryptographica…
|
B 76 5⁄5 | ||||||||