MCP Server Quality Scores
Independent quality analysis of 66455 public MCP servers
Last updated 3 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 | ||||||||||
| 7001 |
Enables interaction with Cloudflare D1 databases through natural language by pr…
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B 71 5⁄5 | ||||||||
| 7002 |
Provides automatic desktop notifications and contextual sounds for Claude Code …
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B 71 5⁄5 | ||||||||
| 7003 |
WAF security testing: 5,500+ payloads, 25 WAF fingerprints, 21 recon checks, by…
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B 71 5⁄4 | ||||||||
| 7004 |
The Git MCP Server allows AI assistants to perform enhanced Git operations via …
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B 71 5⁄5 | ||||||||
| 7005 |
Enables web, image, and news search through the 4get Meta Search engine API. Fe…
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B 71 5⁄5 | ||||||||
| 7006 |
Provides tools to search for arXiv papers, retrieve full-text HTML content via …
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B 71 5⁄5 | ||||||||
| 7007 |
An MCP server that converts PDF files to Markdown format using AI sampling capa…
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B 71 5⁄5 | ||||||||
| 7008 |
An intelligent system that automatically scrapes Canadian news sources, process…
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B 71 5⁄5 | ||||||||
| 7009 |
A Model Context Protocol server that allows users to interact with their CalDAV…
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B 71 5⁄5 | ||||||||
| 7010 |
Enables AI assistants to securely connect to Snowflake data warehouses and exec…
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B 71 5⁄5 | ||||||||
| 7011 |
An MCP server that enables programmatic management and monitoring of developmen…
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B 71 5⁄5 | ||||||||
| 7012 |
Enables AI assistants to search and access geospatial datasets through STAC (Sp…
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B 71 5⁄5 | ||||||||
| 7013 |
⚡ Cut LLM inference costs 80% with Programmatic Tool Calling. Instead of N tool…
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B 71 5⁄4 | ||||||||
| 7014 |
Enables direct interaction with Discord servers to send messages, read channel …
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B 71 5⁄5 | ||||||||
| 7015 |
Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.
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B 71 5⁄4 | ||||||||
| 7016 |
An MCP server providing comprehensive email management through IMAP and SMTP, a…
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B 71 5⁄5 | ||||||||
| 7017 |
An MCP server designed to help AI models refactor Kubernetes configurations by …
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B 71 5⁄4 | ||||||||
| 7018 |
Integrates Perplexity AI's chat capabilities with real-time web search, enablin…
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B 71 5⁄5 | ||||||||
| 7019 |
A MCP server that provides access to AllTrails data, allowing you to search for…
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B 71 5⁄5 | ||||||||
| 7020 |
MCP server that generates Mermaid diagrams with live browser preview, supports …
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B 71 5⁄4 | ||||||||
| 7021 |
Automates the creation of React Three Fiber game projects with various template…
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B 71 5⁄4 | ||||||||
| 7022 |
An MCP server that enables users to control Spotify playback, search music, and…
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B 71 5⁄5 | ||||||||
| 7023 |
Provides access to NFTGo's Developer API for retrieving NFT collection details,…
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B 71 5⁄5 | ||||||||
| 7024 |
A comprehensive Twitch MCP (Model Context Protocol) server providing chat moder…
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B 71 5⁄5 | ||||||||
| 7025 |
Enables AI assistants to manage Dida365 (滴答清单) tasks through the Model Context …
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B 71 5⁄5 | ||||||||
| 7026 |
Provides LLMs with read-only access to search, filter, and retrieve bookmark me…
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B 71 5⁄5 | ||||||||
| 7027 |
Provides programmatic access to BlazeMeter's performance testing platform throu…
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B 71 5⁄5 | ||||||||
| 7028 |
An MCP server implementation that integrates the SearXNG API for powerful web s…
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B 71 5⁄5 | ||||||||
| 7029 |
A Model Context Protocol server that enables AI agents to interact with Azure D…
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B 71 5⁄5 | ||||||||
| 7030 |
A Model Context Protocol server that wraps Volcengine's Text-to-Speech API, all…
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B 71 5⁄5 | ||||||||
| 7031 |
A Model Context Protocol server that enables executing SQL queries and managing…
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B 71 5⁄5 | ||||||||
| 7032 |
A Home Assistant Custom Component that provides an MCP server using HTTP transp…
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B 71 5⁄4 | ||||||||
| 7033 |
bigread-mcp
Claim
Calculates optimal chunk offsets for large files to bypass Claude Code's 50K ch…
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B 71 5⁄4 | ||||||||
| 7034 |
Sloot MCP Server
Claim
A TypeScript MCP server implementation using Express.js that provides basic too…
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B 71 5⁄5 | ||||||||
| 7035 |
Enables AI models to interact with Drupal 10+ sites via JSON:API for querying, …
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B 71 5⁄5 | ||||||||
| 7036 |
Provides comprehensive Backstage framework knowledge and development assistance…
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B 71 5⁄5 | ||||||||
| 7037 |
Search and execute Heroku Platform API operations
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B 71 5⁄5 | ||||||||
| 7038 |
Extract content from Microsoft Learn and GitHub URLs and store it in PocketBase…
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B 71 5⁄5 | ||||||||
| 7039 |
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
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B 71 5⁄5 | ||||||||
| 7040 |
Enables web search through DuckDuckGo and webpage content fetching with intelli…
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B 71 5⁄5 | ||||||||
| 7041 |
A Model Context Protocol server for interacting with MSSQL and PostgreSQL datab…
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B 71 5⁄5 | ||||||||
| 7042 |
A secure server that enables AI applications to execute shell commands in speci…
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B 71 5⁄5 | ||||||||
| 7043 |
An MCP server that enables AI assistants to manage database migrations and vali…
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B 71 5⁄5 | ||||||||
| 7044 |
Enables running Swift package tests through the swift test command in specified…
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B 71 5⁄4 | ||||||||
| 7045 |
Interact with the Lichess chess platform using natural language. Manage your ac…
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B 71 5⁄5 | ||||||||
| 7046 |
A BM25-based MCP server that enables document search and retrieval across struc…
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B 71 5⁄5 | ||||||||
| 7047 |
Enables interaction with the DoorDash Drive API to create, manage, and track de…
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B 71 5⁄5 | ||||||||
| 7048 |
Spider MCP Server
Claim
Enables crawling and extracting clean content from documentation websites with …
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B 71 5⁄5 | ||||||||
| 7049 |
Enables interaction with Helm charts on ArtifactHub by providing tools to retri…
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B 71 5⁄4 | ||||||||
| 7050 |
Playwright Tools for MCP
|
B 71 5⁄5 | ||||||||