MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11251 |
Sentinel is an enterprise-grade security server that integrates tools like Semg…
|
C 63 5⁄4 | ||||||||
| 11252 |
Persistent memory for AI agents. Store context, retrieve it semantically.
|
C 63 6⁄4 | ||||||||
| 11253 |
A MCP client for browser-use
|
C 63 5⁄4 | ||||||||
| 11254 |
An MCP server that converts text inputs into visualized flowcharts, enabling AI…
|
C 63 5⁄5 | ||||||||
| 11255 |
A Model Context Protocol server that enables AI models to fetch weather alerts …
|
C 63 5⁄5 | ||||||||
| 11256 |
Provide seamless access to Appfolio Property Manager Reporting API through a st…
|
C 63 6⁄6 | ||||||||
| 11257 |
A service that extracts and transcribes audio content from videos across 1000+ …
|
C 63 5⁄5 | ||||||||
| 11258 |
AgentBase: open registry of agent instruction files for AI agents. Search and r…
|
C 63 6⁄4 | ||||||||
| 11259 |
Provides MCP multi-cluster Kubernetes management and operations. It can be inte…
|
C 63 5⁄5 | ||||||||
| 11260 |
MCP Docs Server
Claim
Provides direct access to local documentation files through simple search and o…
|
C 63 5⁄4 | ||||||||
| 11261 |
Social layer for Claude Code - DMs, presence, discovery, and games between AI-a…
|
C 63 6⁄4 | ||||||||
| 11262 |
MongoDB Movie Database
Claim
Enables querying and analyzing the MongoDB sample_mflix movie dataset through n…
|
C 63 5⁄5 | ||||||||
| 11263 |
Provides team information retrieval capabilities through HTTP streaming transpo…
|
C 63 5⁄5 | ||||||||
| 11264 |
Provides AI assistants with real-time access to the AGNO framework documentatio…
|
C 63 5⁄5 | ||||||||
| 11265 |
Enables semantic code search across codebases with automatic incremental indexi…
|
C 63 6⁄6 | ||||||||
| 11266 |
MCP Geo Location Demo
Claim
A server that enables AI models to access user geolocation information via Edge…
|
C 63 5⁄5 | ||||||||
| 11267 |
MCP server for toolhouse.ai. This does not rely on an external llm unlike the o…
|
C 63 5⁄5 | ||||||||
| 11268 |
A Python-based MCP server that integrates with Plex Media Server API to search …
|
C 63 5⁄5 | ||||||||
| 11269 |
A Model Context Protocol server that enables AI assistants to interact with Sen…
|
C 63 5⁄5 | ||||||||
| 11270 |
Enables AI-powered analysis and prediction of household energy consumption thro…
|
C 63 5⁄5 | ||||||||
| 11271 |
Enables AI assistants to read, write, and manipulate Excel files through compre…
|
C 63 5⁄4 | ||||||||
| 11272 |
A Model Context Protocol server that enables interaction with Service Nervous S…
|
C 63 5⁄5 | ||||||||
| 11273 |
kaggle
Claim
This Kaggle MCP Server makes Kaggle more accessible by letting you browse compe…
|
C 63 5⁄4 | ||||||||
| 11274 |
A MCP server for retrieving backlink information for any domain(SEO).
|
C 63 5⁄5 | ||||||||
| 11275 |
A Model Context Protocol server that wraps Apache Airflow's REST API with Beare…
|
C 63 5⁄4 | ||||||||
| 11276 |
AI-powered Office automation server that enables creating, editing, and process…
|
C 63 5⁄5 | ||||||||
| 11277 |
Enable AI agents to query and manage cloud-connected data sources using SQL, me…
|
C 63 6⁄4 | ||||||||
| 11278 |
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debu…
|
C 63 5⁄4 | ||||||||
| 11279 |
Create, upload, and manage contracts from AI assistants. AI analysis and e-sign…
|
C 63 6⁄4 | ||||||||
| 11280 |
An MCP server and crawler for Xafari documentation that enables AI agents to se…
|
C 63 5⁄5 | ||||||||
| 11281 |
Weather MCP
Claim
Enables users to get real-time weather information for any city in the world. P…
|
C 63 5⁄5 | ||||||||
| 11282 |
A template for deploying authentication-free MCP servers on Cloudflare Workers …
|
C 63 5⁄5 | ||||||||
| 11283 |
Provides access to Bay Wheels realtime bikeshare data, enabling users to find n…
|
C 63 5⁄5 | ||||||||
| 11284 |
A Model Context Protocol server for Hackle API providing tools and resources fo…
|
C 63 5⁄5 | ||||||||
| 11285 |
A simple Model Context Protocol (MCP) server that allows GitHub Copilot to acce…
|
C 63 5⁄4 | ||||||||
| 11286 |
An AI-powered meeting assistant that combines FastAPI backend with React fronte…
|
C 63 5⁄5 | ||||||||
| 11287 |
Provides seamless integration with macOS native applications including Messages…
|
C 63 5⁄4 | ||||||||
| 11288 |
A Model Context Protocol server that provides unified access to 400+ AI models …
|
C 63 5⁄5 | ||||||||
| 11289 |
Search vacation rentals in La Palma, Canary Islands with real-time availability…
|
C 63 6⁄6 | ||||||||
| 11290 |
Enables comprehensive travel planning by providing tools for flight and accommo…
|
C 63 5⁄5 | ||||||||
| 11291 |
Provides AI-enhanced code search capabilities by integrating with Sourcegraph, …
|
C 63 5⁄5 | ||||||||
| 11292 |
Unified MCP safety server that detects prompt injection (75 patterns), scans LL…
|
C 63 5⁄5 | ||||||||
| 11293 |
A Model Context Protocol server template for Cloudflare Workers with GitHub OAu…
|
C 63 5⁄5 | ||||||||
| 11294 |
A demonstration MCP server created for learning purposes, allowing Claude AI to…
|
C 63 5⁄4 | ||||||||
| 11295 |
Enables querying the latest commit information for any file in the Chromium rep…
|
C 63 5⁄5 | ||||||||
| 11296 |
Supabase MCP Server
Claim
Implements the Model Context Protocol to provide LLMs with tools for interactin…
|
C 63 5⁄5 | ||||||||
| 11297 |
mcp-funnel
Claim
MCP proxy that aggregates multiple servers with tool filtering and customization
|
C 63 5⁄4 | ||||||||
| 11298 |
An experimental and educational app for Ping-pong server demonstrating remote M…
|
C 63 5⁄4 | ||||||||
| 11299 |
An MCP server that enables users to compile C++ code and retrieve assembly outp…
|
C 63 5⁄5 | ||||||||
| 11300 |
Enables interaction with the Veracode platform to perform security tasks like r…
|
C 63 5⁄4 | ||||||||