MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 5 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2001 |
Provides AI coding assistants with context optimization tools including targete…
|
B 78 5⁄5 | ||||||||
| 2002 |
A free and unlimited web search server that enables AI models to search, crawl,…
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B 78 5⁄5 | ||||||||
| 2003 |
Enables AI assistants to interact with USCardForum, a Discourse-based community…
|
B 78 5⁄5 | ||||||||
| 2004 |
A central registry and HTTP interface for coordinating Model Context Protocol (…
|
B 78 5⁄4 | ||||||||
| 2005 |
MCP server for converting HTML to Markdown using Turndown.js. Fetch web pages a…
|
B 78 5⁄5 | ||||||||
| 2006 |
用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server
|
B 78 5⁄4 | ||||||||
| 2007 |
Provides a comprehensive movie booking experience for AMC Theatres, enabling us…
|
B 78 5⁄5 | ||||||||
| 2008 |
A headless web scraping server that extracts main content from web pages into M…
|
B 78 5⁄5 | ||||||||
| 2009 |
A Model Context Protocol service for Claude that enables natural language inter…
|
B 78 5⁄5 | ||||||||
| 2010 |
MCP server enabling automated access to **LeetCode**'s programming problems, so…
|
B 78 5⁄5 | ||||||||
| 2011 |
ArcGIS MCP Server
Claim
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
|
B 78 4⁄4 | ||||||||
| 2012 |
provides direct access to your browser's open tabs content. No additional fetch…
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B 78 5⁄4 | ||||||||
| 2013 |
Provides Claude with persistent memory and learning capabilities through 10 aut…
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B 78 5⁄4 | ||||||||
| 2014 |
Cortivium
Claim
Enables reliable AI behavior control by registering Ghost Skills as MCP tools t…
|
B 78 5⁄4 | ||||||||
| 2015 |
Interact with the NEAR blockchain through MCP calls
|
B 78 5⁄5 | ||||||||
| 2016 |
MCP server for semantic search using local Qdrant vector database and OpenAI em…
|
B 78 5⁄4 | ||||||||
| 2017 |
Helps ground AI agents in reality by fact-checking responses against official d…
|
B 78 5⁄5 | ||||||||
| 2018 |
Web search using DuckDuckGo
|
B 78 5⁄5 | ||||||||
| 2019 |
Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…
|
B 78 5⁄4 | ||||||||
| 2020 |
Converts DOCX files to Markdown with formatting preservation and image extracti…
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B 78 5⁄4 | ||||||||
| 2021 |
A Model Context Protocol server that provides comprehensive access to Obsidian …
|
B 78 5⁄5 | ||||||||
| 2022 |
Enables AI assistants to query THORChain blockchain data including transactions…
|
B 78 5⁄5 | ||||||||
| 2023 |
inspector
Claim
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP ap…
|
B 78 5⁄5 | ||||||||
| 2024 |
Provides AI assistants with secure, read-only access to over 15,000 financial i…
|
B 78 5⁄4 | ||||||||
| 2025 |
npm-search-mcp
Claim
Search npm packages, get live registry data, and compare alternatives. No API k…
|
B 78 5⁄4 | ||||||||
| 2026 |
Enables natural language time tracking and reporting for Harvest, including aut…
|
B 78 5⁄5 | ||||||||
| 2027 |
A Model Context Protocol server that provides tools for introspecting and analy…
|
B 78 5⁄4 | ||||||||
| 2028 |
Real-time crypto prices OHLCV orderbook - Bitcoin Ethereum 10000+ tokens
|
B 78 5⁄5 | ||||||||
| 2029 |
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
|
B 78 5⁄4 | ||||||||
| 2030 |
An MCP ( Model Context Protocol ) Server for Grafana Loki
|
B 78 5⁄4 | ||||||||
| 2031 |
Enables conversion of multiple file formats (Markdown, HTML, Word, Excel, etc.)…
|
B 78 5⁄5 | ||||||||
| 2032 |
Enables AI assistants to interact with Trading 212 investment accounts for port…
|
B 78 5⁄5 | ||||||||
| 2033 |
Enables comprehensive content management through Markdown processing, HTML rend…
|
B 78 5⁄4 | ||||||||
| 2034 |
Enables comprehensive automation and management of Ghost CMS blogs through AI a…
|
B 78 5⁄5 | ||||||||
| 2035 |
MCP server that integrates balldontlie api to provide information about players…
|
B 78 5⁄4 | ||||||||
| 2036 |
An MCP server that provides 12306 ticket query
|
B 78 5⁄5 | ||||||||
| 2037 |
Convert any link into a QR code and get a shareable image link in seconds. Crea…
|
B 78 5⁄4 | ||||||||
| 2038 |
Provides access to real-time LLM pricing, speed metrics, and performance benchm…
|
B 78 5⁄5 | ||||||||
| 2039 |
Enables vision capabilities for any AI model by routing image analysis requests…
|
B 78 5⁄5 | ||||||||
| 2040 |
Enables fuzzy file searching, list filtering, and content searching using fzf's…
|
B 78 5⁄5 | ||||||||
| 2041 |
X Archive Daemon
Claim
Archives posts from X into a local SQLite database and provides tools for seman…
|
B 78 5⁄4 | ||||||||
| 2042 |
clawphunks
Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
|
B 78 5⁄4 | ||||||||
| 2043 |
A specialized testing harness that enables AI assistants to thoroughly test oth…
|
B 78 5⁄5 | ||||||||
| 2044 |
DocsScraper
Claim
Scrape documentation for libraries and API's
|
B 78 5⁄4 | ||||||||
| 2045 |
MCP server for searching and getting up-to-date information about NPM, Cargo, P…
|
B 78 5⁄4 | ||||||||
| 2046 |
Allow AI systems to read, write, and query spreadsheet data via Google Sheets.
|
B 78 5⁄4 | ||||||||
| 2047 |
A secure MCP server using FastMCP and Eunomia Authorization, providing granular…
|
B 78 5⁄5 | ||||||||
| 2048 |
Connects Blender to Claude AI through the Model Context Protocol, enabling AI-a…
|
B 78 5⁄5 | ||||||||
| 2049 |
Enables AI assistants to interact with the Onboarded platform through automatic…
|
B 78 5⁄4 | ||||||||
| 2050 |
Provides tools for executing shell commands both synchronously and asynchronous…
|
B 78 5⁄5 | ||||||||