MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 6 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2101 |
Provides web search capabilities through Baidu with content fetching and parsin…
|
B 78 5⁄5 | ||||||||
| 2102 |
Sonatype component intelligence: versions, security analysis, and Trust Score r…
|
B 78 6⁄6 | ||||||||
| 2103 |
AI-native process classification. 2436 processes + 3284 KPIs from APQC, ITIL, S…
|
B 78 5⁄4 | ||||||||
| 2104 |
An enhanced MCP server for the Capacities knowledge management app.
Features
…
|
B 78 5⁄4 | ||||||||
| 2105 |
Enables application deployment and management on the VTP platform directly thro…
|
B 78 5⁄5 | ||||||||
| 2106 |
Enables AI assistants to manage HelloFresh meal kit accounts by browsing menus,…
|
B 78 5⁄4 | ||||||||
| 2107 |
MCP File System Server: A secure Model Context Protocol server that provides fi…
|
B 78 5⁄4 | ||||||||
| 2108 |
Provides access to European Medicines Agency regulatory data including EU drug …
|
B 78 5⁄5 | ||||||||
| 2109 |
eQSL.cc MCP server. Inbox download, QSO verification, Authenticity Guaranteed s…
|
B 78 5⁄5 | ||||||||
| 2110 |
Pinecone Developer MCP
|
B 78 5⁄5 | ||||||||
| 2111 |
Enables AI agents to manage OpenWRT routers remotely via SSH, supporting system…
|
B 78 5⁄5 | ||||||||
| 2112 |
An MCP ( Model Context Protocol ) Server for Grafana Loki
|
B 78 5⁄4 | ||||||||
| 2113 |
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
B 78 5⁄5 | ||||||||
| 2114 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
B 78 5⁄5 | ||||||||
| 2115 |
Enables browser automation with Puppeteer, supporting navigation, form interact…
|
B 78 5⁄5 | ||||||||
| 2116 |
Enables semantic search and knowledge graph exploration of Obsidian vaults usin…
|
B 78 5⁄4 | ||||||||
| 2117 |
Integrates with the Strava API to allow AI assistants to access fitness data in…
|
B 78 5⁄5 | ||||||||
| 2118 |
MCP server for penetration testing
|
B 78 5⁄5 | ||||||||
| 2119 |
A free and unlimited web search server that enables AI models to search, crawl,…
|
B 78 5⁄5 | ||||||||
| 2120 |
Real-time crypto prices OHLCV orderbook - Bitcoin Ethereum 10000+ tokens
|
B 78 5⁄5 | ||||||||
| 2121 |
A Model Context Protocol server that enables management of Keycloak users and r…
|
B 78 5⁄5 | ||||||||
| 2122 |
Provides access to real-time LLM pricing, speed metrics, and performance benchm…
|
B 78 5⁄5 | ||||||||
| 2123 |
A specialized testing harness that enables AI assistants to thoroughly test oth…
|
B 78 5⁄5 | ||||||||
| 2124 |
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
|
B 78 5⁄4 | ||||||||
| 2125 |
A browser-based drawing application with AI integration that enables Claude to …
|
B 78 5⁄4 | ||||||||
| 2126 |
Enables AI assistants to query THORChain blockchain data including transactions…
|
B 78 5⁄5 | ||||||||
| 2127 |
Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…
|
B 78 5⁄4 | ||||||||
| 2128 |
A Model Context Protocol service for Claude that enables natural language inter…
|
B 78 5⁄5 | ||||||||
| 2129 |
An MCP server that provides 12306 ticket query
|
B 78 5⁄5 | ||||||||
| 2130 |
Enables AI assistants to interact with USCardForum, a Discourse-based community…
|
B 78 5⁄5 | ||||||||
| 2131 |
AI detection for text content with GPTZero API. Detect AI-generated text, get c…
|
B 78 5⁄5 | ||||||||
| 2132 |
A server that captures screenshots from iOS Simulator using the Model Context P…
|
B 78 5⁄5 | ||||||||
| 2133 |
clawphunks
Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
|
B 78 5⁄4 | ||||||||
| 2134 |
lucid-mcp
Claim
AI-native data analysis agent as an MCP Server.
Connect your Excel files, CSVs…
|
B 78 5⁄4 | ||||||||
| 2135 |
Enables comprehensive academic research by searching and analyzing papers from …
|
B 78 5⁄5 | ||||||||
| 2136 |
Search Help Scout conversations, customers, organizations, threads, and inboxes…
|
B 78 5⁄5 | ||||||||
| 2137 |
A Model Context Protocol server that provides tools for introspecting and analy…
|
B 78 5⁄4 | ||||||||
| 2138 |
npm-search-mcp
Claim
Search npm packages, get live registry data, and compare alternatives. No API k…
|
B 78 5⁄4 | ||||||||
| 2139 |
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
|
B 78 5⁄5 | ||||||||
| 2140 |
An MCP server that allows AI assistants to manage todo lists stored in a simple…
|
B 78 5⁄5 | ||||||||
| 2141 |
context-harness
Claim
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
|
B 78 5⁄4 | ||||||||
| 2142 |
Complete Todoist REST API v2 integration with support for tasks, projects, sect…
|
B 78 5⁄4 | ||||||||
| 2143 |
MCP server for subscribing to and managing on-chain event webhooks via Crypto A…
|
B 78 6⁄4 | ||||||||
| 2144 |
Converts DOCX files to Markdown with formatting preservation and image extracti…
|
B 78 5⁄4 | ||||||||
| 2145 |
Parse JavaScript error stack traces back to original source code using source m…
|
B 78 5⁄5 | ||||||||
| 2146 |
Allow AI systems to read, write, and query spreadsheet data via Google Sheets.
|
B 78 5⁄4 | ||||||||
| 2147 |
Secure MCP server for WorkBoard OKR and strategy execution platform
|
B 78 5⁄5 | ||||||||
| 2148 |
Enables management of Railway.app infrastructure through natural language, incl…
|
B 78 5⁄5 | ||||||||
| 2149 |
MarkdownLM MCP Server
Claim
Provides a persistent memory and governance layer that allows AI coding agents …
|
B 78 5⁄5 | ||||||||
| 2150 |
mcp-vibe-check
Claim
Custom version of vibecheck
|
B 78 5⁄5 | ||||||||