MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 151 |
delta
Claim
MCP server for Delta Airlines - search flights, check status, manage trips
|
A 86 5⁄5 | ||||||||
| 152 |
Cloudflare MCP servers
|
A 86 6⁄6 | ||||||||
| 153 |
A lightweight server that connects Claude Code with Google's Gemini AI models, …
|
A 86 5⁄4 | ||||||||
| 154 |
Provides comprehensive documentation for 377 Fortnox API endpoints and 81 resou…
|
A 86 5⁄5 | ||||||||
| 155 |
MCP server that checks domain availability in real-time during brand naming
|
A 86 4⁄4 | ||||||||
| 156 |
CleanSlice
Claim
Architecture docs and patterns for NestJS + Nuxt full-stack apps
|
A 86 6⁄6 | ||||||||
| 157 |
Connects AI assistants to your n8n instance to manage workflows, executions, cr…
|
A 86 5⁄5 | ||||||||
| 158 |
Tentahead MCP
Claim
Connects to the Tentahead API to facilitate campsite searching and group trip p…
|
A 85 6⁄6 | ||||||||
| 159 |
SSH MCP Server
Claim
Enables SSH connections and remote command execution with persistent session ma…
|
A 85 5⁄4 | ||||||||
| 160 |
MCP Reloader
Claim
A hot-reload development tool that enables real-time development of MCP (Model …
|
A 85 5⁄5 | ||||||||
| 161 |
Arduino MCP server for CLI setup, board detection, compile/upload, serial monit…
|
A 85 5⁄5 | ||||||||
| 162 |
Enables LLMs to search and retrieve OwlPay documentation directly through natur…
|
A 85 6⁄6 | ||||||||
| 163 |
🤖 A Model Context Protocol (MCP) server for Google Cloud (GCP)
|
A 85 5⁄4 | ||||||||
| 164 |
Transcribes videos from 1000+ platforms (YouTube, TikTok, Vimeo, etc.) and loca…
|
A 85 5⁄5 | ||||||||
| 165 |
Unofficial MCP server for Make.com automation - build, validate & deploy scenar…
|
A 85 5⁄5 | ||||||||
| 166 |
Provides seamless integration between AI assistants and Prometheus, enabling na…
|
A 85 5⁄5 | ||||||||
| 167 |
Provides AI agents with persistent execution context across sessions through lo…
|
A 85 5⁄5 | ||||||||
| 168 |
Enables language models to securely manage HashiCorp Vault secrets and ACL poli…
|
A 85 5⁄5 | ||||||||
| 169 |
mcp-costco
Claim
Enables interaction with Costco.com via browser automation to search products, …
|
A 85 5⁄5 | ||||||||
| 170 |
API for Chads
Claim
Crypto prices, Polymarket CLOB, AI research & web rendering. x402 Solana paymen…
|
A 85 6⁄6 | ||||||||
| 171 |
BioContextAI Knowledgebase MCP server for biomedical agentic AI
|
A 85 6⁄6 | ||||||||
| 172 |
Archangel Agency MCP
Claim
Remote MCP server for ontological research context. Provides Universal Language…
|
A 85 6⁄6 | ||||||||
| 173 |
Enables AI assistants to access HackerNews content through structured search, f…
|
A 85 5⁄5 | ||||||||
| 174 |
PlanExe
Claim
Create a plan from a description in minutes.
The generated plan contains: Gant…
|
A 85 6⁄6 | ||||||||
| 175 |
Real-time space data — ISS tracking, rocket launches, space news, Mars weather,…
|
A 85 5⁄5 | ||||||||
| 176 |
Enables cleaning and sanitizing prompts through an LLM-powered tool that remove…
|
A 85 5⁄5 | ||||||||
| 177 |
Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access t…
|
A 85 6⁄6 | ||||||||
| 178 |
SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering
|
A 85 5⁄5 | ||||||||
| 179 |
A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-…
|
A 85 5⁄4 | ||||||||
| 180 |
Enables creation of publication-quality statistical graphics using plotnine's g…
|
A 85 5⁄5 | ||||||||
| 181 |
Provides web content extraction, search capabilities (web, arXiv, SSRN, images)…
|
A 85 6⁄6 | ||||||||
| 182 |
Run ANUGA flood simulations, track progress, and retrieve results on Hydrata Cl…
|
A 85 6⁄6 | ||||||||
| 183 |
Official DINO-X Model Context Protocol (MCP) server that empowers LLMs with rea…
|
A 85 6⁄6 | ||||||||
| 184 |
Search ClinicalTrials.gov — find studies, retrieve results, match patients to e…
|
A 85 6⁄6 | ||||||||
| 185 |
Timesheet MCP Server
Claim
Enables natural language control of the Timesheet API for timer management, tas…
|
A 85 5⁄4 | ||||||||
| 186 |
Provides access to Jina AI's web tools including URL-to-markdown conversion, we…
|
A 85 6⁄6 | ||||||||
| 187 |
Analyze and generate robots.txt files with AI crawler awareness. Fetch any site…
|
A 85 4⁄4 | ||||||||
| 188 |
Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + RE…
|
A 85 6⁄6 | ||||||||
| 189 |
reversi-mcp-ui
Claim
This is a simple Reversi game that uses MCP-UI.
> Note: Currently, there is no…
|
A 85 6⁄6 | ||||||||
| 190 |
Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket…
|
A 85 6⁄6 | ||||||||
| 191 |
Provides access to Jina's web search, content extraction, image search, and AI-…
|
A 85 6⁄6 | ||||||||
| 192 |
Persistent memory for Claude Code — offline, single-file, hybrid search.
|
A 85 5⁄5 | ||||||||
| 193 |
Provides access to Jina AI's web reading, search, embeddings, and reranking cap…
|
A 85 6⁄6 | ||||||||
| 194 |
Allows Frappe Framework apps to function as MCP servers, exposing Python-define…
|
A 85 5⁄4 | ||||||||
| 195 |
Dynamically expose tools from proxied servers based on an Agent Persona
|
A 85 5⁄4 | ||||||||
| 196 |
Provides 55 specialized tools for precise physics calculations and rigid-body s…
|
A 85 6⁄6 | ||||||||
| 197 |
An agent-first note-taking system that provides AI-guided creation and organiza…
|
A 85 5⁄5 | ||||||||
| 198 |
Provides access to Jina AI's suite of web tools including URL reading, web/imag…
|
A 85 6⁄6 | ||||||||
| 199 |
HAPI Strava MCP Server
Claim
Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered…
|
A 85 6⁄6 | ||||||||
| 200 |
A Model Context Protocol (MCP) server that provides web search functionality us…
|
A 85 6⁄4 | ||||||||