MCP Server Quality Scores
Independent quality analysis of 66475 public MCP servers
Last updated 5 hours, 6 minutes ago
Grade Distribution
Score Distribution
Newly Added
Free Official Data Samples, Provenance, Aggregations & Insights Atlas Red mind maps Untangle AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records PumpX| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7251 |
Provides AI tools with access to Visa's Product Design System resources, includ…
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B 70 5⁄5 | ||||||||
| 7252 |
FEL MCP Server (Local)
Claim
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
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B 70 5⁄4 | ||||||||
| 7253 |
Enables academic research through Google Scholar by searching for papers, findi…
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B 70 5⁄5 | ||||||||
| 7254 |
Enables AI-powered natural language stock market queries with real-time data fr…
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B 70 5⁄5 | ||||||||
| 7255 |
Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON valida…
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B 70 5⁄5 | ||||||||
| 7256 |
A minimalist MCP server for interacting with Bauplan data tables and executing …
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B 70 5⁄5 | ||||||||
| 7257 |
A reference implementation demonstrating proper MCP server patterns with HTTP t…
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B 70 5⁄5 | ||||||||
| 7258 |
Enables searching the Wake County Public Library catalog and all NC Cardinal li…
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B 70 5⁄5 | ||||||||
| 7259 |
Model Context Protocol server and client that enables AI agents and LLMs to int…
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B 70 6⁄6 | ||||||||
| 7260 |
Enables serving and querying documentation with AI capabilities, allowing users…
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B 70 5⁄5 | ||||||||
| 7261 |
MCP server for website SEO + GEO analysis. Scan any URL to get scores across 5 …
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B 70 5⁄5 | ||||||||
| 7262 |
Provides access to a universal design token system with 7 pre-built themes (col…
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B 70 5⁄5 | ||||||||
| 7263 |
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube…
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B 70 5⁄4 | ||||||||
| 7264 |
csv-editor
Claim
Stateful CSV editing MCP server for AI assistants — sessions, undo/redo, auto-s…
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B 70 5⁄5 | ||||||||
| 7265 |
A MCP server that exposes GraphQL schema information to LLMs like Claude. This …
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B 70 5⁄4 | ||||||||
| 7266 |
A Model Context Protocol server that integrates with Prospeo API to find work e…
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B 70 5⁄5 | ||||||||
| 7267 |
Runtime security for AI agents. 12 MCP tools detect and block prompt injection,…
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B 70 6⁄6 | ||||||||
| 7268 |
Enables AI assistants to manage Optimizely DXP deployments through natural lang…
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B 70 5⁄5 | ||||||||
| 7269 |
Provides real-time hot trending topics and heat indices from nine major Chinese…
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B 70 5⁄5 | ||||||||
| 7270 |
KDB MCP Service
Claim
Enables AI agents to interact with KDB+ databases through standardized MCP tool…
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B 70 5⁄5 | ||||||||
| 7271 |
Enables AI agents to interact with IBM FileNet Content Manager for document and…
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B 70 5⁄5 | ||||||||
| 7272 |
MCP Securities Analysis
Claim
A Python-based FastMCP server that provides financial tools for securities anal…
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B 70 5⁄5 | ||||||||
| 7273 |
An MCP server that provides shell command execution and OpenAI Whisper transcri…
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B 70 5⁄4 | ||||||||
| 7274 |
Provides AI-powered assistance for iOS developers using FrameLayoutKit, enablin…
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B 70 5⁄4 | ||||||||
| 7275 |
Intelligent knowledge base management tool that enables searching, browsing, an…
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B 70 5⁄4 | ||||||||
| 7276 |
Generates children's storybook illustrations in multiple art styles (3D cartoon…
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B 70 5⁄5 | ||||||||
| 7277 |
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Ag…
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B 70 5⁄5 | ||||||||
| 7278 |
Memory MCP Server
Claim
A lightweight MCP server that provides persistent key-value storage for AI agen…
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B 70 5⁄4 | ||||||||
| 7279 |
A Claude MCP server that allows Claude to interact with your FreeAgent account …
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B 70 5⁄5 | ||||||||
| 7280 |
Enables AI assistants to query and fetch error and performance monitoring data …
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B 70 5⁄5 | ||||||||
| 7281 |
MCP server for IDA Pro, allowing you to perform binary analysis with AI assista…
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B 70 5⁄4 | ||||||||
| 7282 |
MCP Server for the CoinStats API.
Provides access to cryptocurrency market data…
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B 70 5⁄5 | ||||||||
| 7283 |
Rubber Duck MCP
Claim
Brings rubber duck debugging to AI-powered IDEs by providing a tool for articul…
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B 70 5⁄4 | ||||||||
| 7284 |
MCP Server that renders JavaScript SPA pages and extracts LLM-ready Markdown co…
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B 70 5⁄5 | ||||||||
| 7285 |
A toolkit for managing Claude desktop app extension configurations, enabling fe…
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B 70 5⁄5 | ||||||||
| 7286 |
AI agent ecosystem research, DeFi analysis, and market research tools
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B 70 5⁄5 | ||||||||
| 7287 |
Enables interaction with Google Calendar through OAuth2 authentication, support…
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B 70 5⁄5 | ||||||||
| 7288 |
A financial data server integrating Tushare API to provide sector indexes, mark…
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B 70 5⁄5 | ||||||||
| 7289 |
An experimental MCP Server for foundry built for Solidity devs
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B 70 5⁄5 | ||||||||
| 7290 |
A client-server browser automation solution that reduces HTML token usage by up…
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B 70 5⁄5 | ||||||||
| 7291 |
Enables text-to-speech synthesis and voice cloning through GPT-SoVITS API integ…
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B 70 5⁄5 | ||||||||
| 7292 |
A Model Context Protocol server that manages character knowledge and relationsh…
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B 70 5⁄5 | ||||||||
| 7293 |
A command-line interface application that enables interactive chat with AI mode…
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B 70 5⁄4 | ||||||||
| 7294 |
A comprehensive MCP server that enables file operations, mathematical calculati…
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B 70 5⁄4 | ||||||||
| 7295 |
Web search capabilities using Microsoft Bing Search API
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B 70 5⁄5 | ||||||||
| 7296 |
MCP servers for quantitative trading: live trading signals, market data, NAV hi…
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B 70 5⁄5 | ||||||||
| 7297 |
A modular plugin system that allows AI agents to dynamically load and use 'skil…
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B 70 5⁄4 | ||||||||
| 7298 |
Controls a real Chrome browser to navigate web pages and extract text content w…
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B 70 5⁄4 | ||||||||
| 7299 |
Creates compact skeleton representations of large JSON files by preserving stru…
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B 70 5⁄5 | ||||||||
| 7300 |
A Model Context Protocol server that integrates with Figma's API, allowing inte…
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B 70 5⁄5 | ||||||||