MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 4 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12201 |
Enables AI-powered searches through a local Perplexica instance with multiple f…
|
C 61 6⁄4 | ||||||||
| 12202 |
Zerodha Trading Bot MCP
Claim
An automated trading bot that interfaces with Zerodha to execute stock trades, …
|
C 61 5⁄4 | ||||||||
| 12203 |
Enables users to search and query Korean business announcements from 기업마당 (Bizi…
|
C 61 5⁄5 | ||||||||
| 12204 |
Enables audio file analysis using Google's Gemini multimodal models with suppor…
|
C 61 5⁄5 | ||||||||
| 12205 |
NestJS module for seamless Model Context Protocol (MCP) server integration usin…
|
C 61 5⁄4 | ||||||||
| 12206 |
Provides up-to-date Zig standard library and builtin function documentation via…
|
C 61 6⁄4 | ||||||||
| 12207 |
A Model Context Protocol server providing read-only access to MySQL databases, …
|
C 61 5⁄5 | ||||||||
| 12208 |
A serverless implementation that allows deploying a remote Model Context Protoc…
|
C 61 5⁄5 | ||||||||
| 12209 |
Provides various utilities including timezone-aware time queries, basic calcula…
|
C 61 5⁄5 | ||||||||
| 12210 |
Facilitates real-time access to Singapore's Land Transport Authority (LTA) tran…
|
C 61 6⁄6 | ||||||||
| 12211 |
A Model Context Protocol server that provides access to Aiven's managed service…
|
C 61 5⁄4 | ||||||||
| 12212 |
Provides real-time weather information for 12 major Chinese cities and global l…
|
C 61 5⁄5 | ||||||||
| 12213 |
Enables the creation and management of BotUyo AI agents directly from MCP-compa…
|
C 61 5⁄5 | ||||||||
| 12214 |
ingero
Claim
eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/…
|
C 61 5⁄4 | ||||||||
| 12215 |
Enables indexing and retrieving notes with full-text search using SQLite, plus …
|
C 61 5⁄5 | ||||||||
| 12216 |
Enables users to get current weather information for any city using the Open-Me…
|
C 61 5⁄5 | ||||||||
| 12217 |
ai-tool-optimizer
Claim
Reduces MCP tool description token costs by 40-70% through pure text schema dis…
|
C 61 5⁄4 | ||||||||
| 12218 |
Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.…
|
C 61 6⁄6 | ||||||||
| 12219 |
This MCP server provides access to TripAdvisor data for planning vacations, ena…
|
C 61 5⁄5 | ||||||||
| 12220 |
MCP server to access and manage LLM application prompts created with [Langfuse]…
|
C 61 6⁄6 | ||||||||
| 12221 |
Deploys a Model Context Protocol server on Cloudflare Workers without authentic…
|
C 61 5⁄5 | ||||||||
| 12222 |
Enables managing UniFi networks through natural language, allowing users to mon…
|
C 61 6⁄6 | ||||||||
| 12223 |
nuxt-mcp-dev
Claim
MCP server helping models to understand your Vite/Nuxt app better.
|
C 61 6⁄4 | ||||||||
| 12224 |
|
C 61 5⁄4 | ||||||||
| 12225 |
oreilly-ai-agents
Claim
An introduction to the world of AI Agents
|
C 61 5⁄4 | ||||||||
| 12226 |
Provides real-time stock market data and financial analysis through Yahoo Finan…
|
C 61 6⁄6 | ||||||||
| 12227 |
Facilitates structured creative thinking through sequential thought processing,…
|
C 61 5⁄5 | ||||||||
| 12228 |
mcpconnect
Claim
Inspect and debug Model Context Protocol servers directly in your browser.
|
C 61 6⁄6 | ||||||||
| 12229 |
An MCP server that interfaces with the WorldBank API to retrieve economic and l…
|
C 61 5⁄4 | ||||||||
| 12230 |
A modular and extensible tool server built on FastMCP that supports multiple to…
|
C 61 5⁄5 | ||||||||
| 12231 |
Search Millions of local businesses worldwide (Europe, Northamerica, Southameri…
|
C 61 5⁄5 | ||||||||
| 12232 |
A mcp server that bridges Dune Analytics data to AI agents.
|
C 61 5⁄5 | ||||||||
| 12233 |
dino-game-chatgpt-app
Claim
|
C 61 5⁄4 | ||||||||
| 12234 |
A lightweight AI agent that fetches real-time weather alerts for any U.S. state…
|
C 61 5⁄4 | ||||||||
| 12235 |
JupyterMCP
Claim
A Model Control Protocol (MCP) server that enables remote programmatic control …
|
C 61 5⁄5 | ||||||||
| 12236 |
An MCP server that enables agents to attach debugpy to running Python processes…
|
C 61 5⁄4 | ||||||||
| 12237 |
Enables user name resolution and team management with PostgreSQL backend, provi…
|
C 61 5⁄5 | ||||||||
| 12238 |
An MCP server that provides Overwatch 2 hero data, allowing users to retrieve h…
|
C 61 5⁄5 | ||||||||
| 12239 |
Enables access to AEM block metadata by reading structured information from blo…
|
C 61 5⁄4 | ||||||||
| 12240 |
Provides current weather and air quality data for any city using WeatherAPI, ea…
|
C 61 5⁄5 | ||||||||
| 12241 |
Splunk MCP Server
Claim
Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud insta…
|
C 61 5⁄5 | ||||||||
| 12242 |
Enables intelligent code analysis and search across repositories using the Code…
|
C 61 5⁄4 | ||||||||
| 12243 |
An MCP server implementation of Anthropic's Think Tool prompt engineering techn…
|
C 61 5⁄5 | ||||||||
| 12244 |
An MCP server that integrates with Xeros API, allowing for standardized access …
|
C 61 5⁄5 | ||||||||
| 12245 |
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-lik…
|
C 61 6⁄4 | ||||||||
| 12246 |
Enables Claude Desktop to interact with KURA Notes API for semantic search, not…
|
C 61 6⁄6 | ||||||||
| 12247 |
Financial intelligence for AI agents. 31 tools across 8 data sources — regime, …
|
C 61 5⁄5 | ||||||||
| 12248 |
Enables AI agents to interact with the ProfitPlay prediction market to trade sh…
|
C 61 6⁄6 | ||||||||
| 12249 |
A Model Context Protocol server that provides AI models with real-time trending…
|
C 61 5⁄4 | ||||||||
| 12250 |
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
|
C 61 5⁄5 | ||||||||