MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3251 |
Sophisticated bash command MCP server that runs and manages shell execution.
|
B 76 5⁄5 | ||||||||
| 3252 |
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
|
B 76 5⁄5 | ||||||||
| 3253 |
Evidence-backed web research for AI agents with citations and confidence scores.
|
B 76 5⁄4 | ||||||||
| 3254 |
Let your memories live forever by passing your knowledge to the next generation…
|
B 76 5⁄4 | ||||||||
| 3255 |
An MCP server for Android's Tasker automation app.
|
B 76 5⁄4 | ||||||||
| 3256 |
Enables users to search, download, and read academic papers from multiple platf…
|
B 76 5⁄5 | ||||||||
| 3257 |
A personal digital twin MCP server that manages professional context, including…
|
B 76 5⁄4 | ||||||||
| 3258 |
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
|
B 76 5⁄5 | ||||||||
| 3259 |
A BLE fitness device simulator that enables AI agents to control simulated hear…
|
B 76 5⁄5 | ||||||||
| 3260 |
A unified MCP server that aggregates 32 sports API providers into a single serv…
|
B 76 4⁄4 | ||||||||
| 3261 |
Exposes PTOAi user context to Agent Builder by connecting to a Supabase databas…
|
B 76 6⁄6 | ||||||||
| 3262 |
A FastMCP server for the Animagine XL 4.0 image generation experience that prov…
|
B 76 5⁄4 | ||||||||
| 3263 |
Enables AI-guided spec-driven development workflow that transforms ideas into i…
|
B 76 5⁄5 | ||||||||
| 3264 |
Postiz MCP Server
Claim
Enables interaction with the Postiz social media management platform through MC…
|
B 76 5⁄5 | ||||||||
| 3265 |
A type-safe solution that enables remote access to Model Context Protocol (MCP)…
|
B 76 5⁄5 | ||||||||
| 3266 |
Enables AI language models to interact with YouTube content through the YouTube…
|
B 76 5⁄5 | ||||||||
| 3267 |
An MCP server built on ableton-js enables AI assistants to control Ableton Live…
|
B 76 5⁄5 | ||||||||
| 3268 |
Enables Claude to connect and interact with A2A Protocol agents, allowing disco…
|
B 76 5⁄5 | ||||||||
| 3269 |
Python Code Runner
Claim
Enables execution of Python code in a safe environment, including running scrip…
|
B 76 5⁄5 | ||||||||
| 3270 |
MCP server for generating and editing images using xAI's Grok image model, supp…
|
B 76 5⁄4 | ||||||||
| 3271 |
Automatically converts any OpenAPI specification into an MCP server, exposing a…
|
B 76 5⁄5 | ||||||||
| 3272 |
Connects Obsidian vaults stored in iCloud Drive to AI models via the Model Cont…
|
B 76 5⁄4 | ||||||||
| 3273 |
Connects AI assistants to the TrustMRR API to browse, filter, and analyze start…
|
B 76 5⁄5 | ||||||||
| 3274 |
Enables integration with DuckDuckGo search capabilities for LLMs, supporting co…
|
B 76 5⁄5 | ||||||||
| 3275 |
Enables batch audio processing and optimization using FFmpeg with preset config…
|
B 76 5⁄4 | ||||||||
| 3276 |
Provides a semantic search interface that enables discovery and routing across …
|
B 76 5⁄5 | ||||||||
| 3277 |
An MCP server implementation that integrates with Minimax API to provide AI-pow…
|
B 76 5⁄5 | ||||||||
| 3278 |
Beeper MCP Server
Claim
Provides read-only access to local Beeper message history on macOS, enabling us…
|
B 76 5⁄4 | ||||||||
| 3279 |
Enables AI agents to create professional Slidev presentations and export them t…
|
B 76 5⁄4 | ||||||||
| 3280 |
Enables flight search and price comparison by scraping flight information from …
|
B 76 5⁄5 | ||||||||
| 3281 |
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
|
B 76 5⁄5 | ||||||||
| 3282 |
Allow AI systems to read, send, archive, and manage emails via Gmail.
|
B 76 5⁄4 | ||||||||
| 3283 |
A TypeScript-based MCP server that enables interaction with Azure Table Storage…
|
B 76 5⁄5 | ||||||||
| 3284 |
Provides AI assistants with structured access to complete Figma developer docum…
|
B 76 5⁄4 | ||||||||
| 3285 |
Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to …
|
B 76 5⁄4 | ||||||||
| 3286 |
AgenticRAG MCP Server
Claim
An intelligent codebase processing server that provides agentic RAG capabilitie…
|
B 76 5⁄5 | ||||||||
| 3287 |
Node.js server implementing Model Context Protocol that enables seamless intera…
|
B 76 5⁄4 | ||||||||
| 3288 |
Omise MCP Server
Claim
Enables comprehensive payment processing through Omise APIs including charges, …
|
B 76 5⁄5 | ||||||||
| 3289 |
Enables AI assistants to interact with Coda docs, pages, tables, rows, formulas…
|
B 76 5⁄4 | ||||||||
| 3290 |
Browse, search and fuzzy-match NACE Rev. 2.1 economic activity classification c…
|
B 76 5⁄4 | ||||||||
| 3291 |
Enables comprehensive security scanning of code repositories to detect secrets,…
|
B 76 5⁄4 | ||||||||
| 3292 |
Enables AI assistants to interact with Microsoft Fabric and Power BI services t…
|
B 76 5⁄5 | ||||||||
| 3293 |
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
|
B 76 5⁄5 | ||||||||
| 3294 |
An MCP server implementation that enables AI assistants to interact with Listmo…
|
B 76 5⁄5 | ||||||||
| 3295 |
Forge Engine MCP Server
Claim
Enables AI agents to fully control the Forge Engine (Godot fork) by manipulatin…
|
B 76 5⁄4 | ||||||||
| 3296 |
Connects Claude with the Intervals.icu API to retrieve fitness data including a…
|
B 76 5⁄5 | ||||||||
| 3297 |
Scalable, high-performance knowledge graph memory system with semantic search, …
|
B 76 5⁄5 | ||||||||
| 3298 |
Generate Pix QR codes and copy-paste strings with fallback across multiple prov…
|
B 76 5⁄5 | ||||||||
| 3299 |
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
|
B 76 5⁄5 | ||||||||
| 3300 |
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
|
B 76 5⁄4 | ||||||||