MCP Server Quality Scores
Independent quality analysis of 33692 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11251 |
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
|
C 63 6⁄6 | ||||||||
| 11252 |
Enables programmatic interaction with Opus workflow automation platform, allowi…
|
C 63 6⁄6 | ||||||||
| 11253 |
Connects to Jira instances to generate weekly reports based on issue activity, …
|
C 63 5⁄4 | ||||||||
| 11254 |
Pre-trade risk validation and position sizing for AI trading agents via G-formu…
|
C 63 6⁄6 | ||||||||
| 11255 |
An MCP server that provides comprehensive multimodal Retrieval-Augmented Genera…
|
C 63 5⁄4 | ||||||||
| 11256 |
Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code,…
|
C 63 5⁄5 | ||||||||
| 11257 |
A Model Context Protocol server that enables AI tools to interact with Supabase…
|
C 63 5⁄5 | ||||||||
| 11258 |
A tutorial MCP server that provides basic utility tools including time queries,…
|
C 63 5⁄5 | ||||||||
| 11259 |
An MCP server that allows AI assistants to order Domino's Pizza through an unof…
|
C 63 5⁄5 | ||||||||
| 11260 |
A server that enables web scraping of difficult-to-access websites affected by …
|
C 63 6⁄6 | ||||||||
| 11261 |
Enables booking cleaning services in San Francisco by collecting customer detai…
|
C 63 6⁄6 | ||||||||
| 11262 |
A template implementation of the Model Context Protocol server that integrates …
|
C 63 5⁄5 | ||||||||
| 11263 |
Provides seamless integration with macOS native applications including Messages…
|
C 63 5⁄4 | ||||||||
| 11264 |
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debu…
|
C 63 5⁄4 | ||||||||
| 11265 |
Provides job search functionality using Careerjet API with features for keyword…
|
C 63 5⁄5 | ||||||||
| 11266 |
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
|
C 63 5⁄5 | ||||||||
| 11267 |
Supabase MCP Server
Claim
Implements the Model Context Protocol to provide LLMs with tools for interactin…
|
C 63 5⁄5 | ||||||||
| 11268 |
A system that manages person records through natural Turkish language commands …
|
C 63 5⁄4 | ||||||||
| 11269 |
baba_is_eval
Claim
Claude et al. play the brilliant puzzle title "Baba is You"
|
C 63 5⁄4 | ||||||||
| 11270 |
Enables AI agents to create and manage Kibana dashboards, Lens visualizations, …
|
C 63 6⁄6 | ||||||||
| 11271 |
Provides plan state management and phase gate enforcement for AI development lo…
|
C 63 5⁄5 | ||||||||
| 11272 |
py-mcp-qdrant-rag
Claim
Enables semantic search and retrieval-augmented generation (RAG) using Qdrant v…
|
C 63 5⁄5 | ||||||||
| 11273 |
An MCP server that enables AI models to read, search, and send emails via IMAP …
|
C 63 5⁄4 | ||||||||
| 11274 |
Provides MCP multi-cluster Kubernetes management and operations. It can be inte…
|
C 63 5⁄5 | ||||||||
| 11275 |
A Model Context Protocol server that wraps Apache Airflow's REST API with Beare…
|
C 63 5⁄4 | ||||||||
| 11276 |
Enables intelligent form data collection for mediation/dispute resolution servi…
|
C 63 5⁄5 | ||||||||
| 11277 |
An MCP server that enables LLMs to access the NijiVoice API for text-to-speech …
|
C 63 5⁄5 | ||||||||
| 11278 |
Integrates Square sandbox catalog and orders management with voice commands (vi…
|
C 63 5⁄4 | ||||||||
| 11279 |
A server based on MCP protocol that allows large language models to directly ac…
|
C 63 5⁄5 | ||||||||
| 11280 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 63 5⁄5 | ||||||||
| 11281 |
Analyzes frontend project code (React, Vue, Angular) and converts it into AI-un…
|
C 63 5⁄4 | ||||||||
| 11282 |
Local-first knowledge graph for browser tabs. Louvain clustering, PageRank, MCP…
|
C 63 5⁄4 | ||||||||
| 11283 |
A FreeCAD addon that implements the Model Context Protocol (MCP) to enable comm…
|
C 63 5⁄4 | ||||||||
| 11284 |
MCP server for WolframScript
|
C 63 5⁄4 | ||||||||
| 11285 |
Enables AI models to access user geolocation data through EdgeOne Pages Functio…
|
C 63 5⁄5 | ||||||||
| 11286 |
X Tools for Claude MCP
Claim
A lightweight toolkit that enables Claude to search Twitter with natural langua…
|
C 63 5⁄5 | ||||||||
| 11287 |
A Model Context Protocol server that enables AI assistants to perform web searc…
|
C 63 6⁄6 | ||||||||
| 11288 |
Universal Adapter Protocol for controlling robots, IoT devices, and hardware fr…
|
C 63 6⁄4 | ||||||||
| 11289 |
mcp-use
Claim
|
C 63 6⁄6 | ||||||||
| 11290 |
Connects your Noverload saved content library to AI assistants, enabling search…
|
C 63 6⁄6 | ||||||||
| 11291 |
mcp-weather
Claim
get weather
|
C 63 5⁄4 | ||||||||
| 11292 |
Enables AI assistants to interact with B\&R Automation Studio projects by build…
|
C 63 5⁄4 | ||||||||
| 11293 |
A deployable MCP server on Cloudflare Workers that provides tools without requi…
|
C 63 5⁄5 | ||||||||
| 11294 |
Trendy Post MCP
Claim
Enables users to take screenshots, extract text using OCR, and automatically ge…
|
C 63 5⁄4 | ||||||||
| 11295 |
A server implementation of the Model Context Protocol (MCP) that provides REST …
|
C 63 5⁄4 | ||||||||
| 11296 |
MCP server for Italian electronic invoicing (SDI) via Invoicetronic API
|
C 63 5⁄4 | ||||||||
| 11297 |
An MCP server that enables users to compile C++ code and retrieve assembly outp…
|
C 63 5⁄5 | ||||||||
| 11298 |
Nylas API MCP Server
Claim
Experimental server that implements the Model Context Protocol (MCP) for Nylas …
|
C 63 5⁄5 | ||||||||
| 11299 |
Enables users to search, browse, and retrieve AI prompts from the Tripleshot pu…
|
C 63 5⁄4 | ||||||||
| 11300 |
A tool that deploys an authentication-free Model Context Protocol server on Clo…
|
C 63 5⁄5 | ||||||||