MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 2 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11301 |
Provides job search functionality using Careerjet API with features for keyword…
|
C 63 5⁄5 | ||||||||
| 11302 |
A deployable MCP server on Cloudflare Workers that provides tools without requi…
|
C 63 5⁄5 | ||||||||
| 11303 |
Provides AI tutoring capabilities for Romanian police academy entrance exam pre…
|
C 63 6⁄6 | ||||||||
| 11304 |
Provides a secure bridge for AI assistants to interact with the Google Sheets A…
|
C 63 5⁄5 | ||||||||
| 11305 |
Enables document retrieval, code generation, and code review for Minecraft Chin…
|
C 63 5⁄5 | ||||||||
| 11306 |
An MCP server for managing RingCentral's Feature Flag Service (FFS) that enable…
|
C 63 5⁄5 | ||||||||
| 11307 |
An MCP server that allows AI assistants to order Domino's Pizza through an unof…
|
C 63 5⁄5 | ||||||||
| 11308 |
Enables users to run and manage BBOT security scans through the MCP interface. …
|
C 63 5⁄5 | ||||||||
| 11309 |
Build agentic-MCP servers by composing existing MCP tools.
|
C 63 6⁄6 | ||||||||
| 11310 |
A Model Context Protocol server that provides web search capabilities via DuckD…
|
C 63 5⁄5 | ||||||||
| 11311 |
A Model Context Protocol server that allows LLMs to execute shell commands with…
|
C 63 5⁄5 | ||||||||
| 11312 |
RAG for PDFs, YouTube, GitHub repos, Discord exports; index documents and query…
|
C 63 5⁄5 | ||||||||
| 11313 |
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
|
C 63 5⁄5 | ||||||||
| 11314 |
Enables text-to-speech playback with multiple Japanese character voices using V…
|
C 63 5⁄4 | ||||||||
| 11315 |
An MCP server that translates scientific PDF documents while preserving origina…
|
C 63 5⁄4 | ||||||||
| 11316 |
Enables querying package ecosystem data from ecosyste.ms, including package met…
|
C 63 6⁄6 | ||||||||
| 11317 |
Weather MCP
Claim
Enables users to get real-time weather information for any city in the world. P…
|
C 63 5⁄5 | ||||||||
| 11318 |
An enterprise internal knowledge base assistant that enables AI models to retri…
|
C 63 5⁄5 | ||||||||
| 11319 |
A Model Context Protocol server that provides real-time Caltrain schedule infor…
|
C 63 5⁄5 | ||||||||
| 11320 |
Enables AI assistants to interact with ClickUp's project management platform. S…
|
C 63 5⁄5 | ||||||||
| 11321 |
MCP-Gateway
|
C 63 5⁄5 | ||||||||
| 11322 |
A serverless implementation of the Model Context Protocol that provides AWS Cos…
|
C 63 6⁄4 | ||||||||
| 11323 |
A secure, local-first MCP server that enables users to query QuickBooks data su…
|
C 63 5⁄4 | ||||||||
| 11324 |
A tool that enables access to Prometheus metrics data through a Model Context P…
|
C 63 5⁄5 | ||||||||
| 11325 |
Provides persistent memory for AI agents using hybrid search (vector embeddings…
|
C 63 5⁄5 | ||||||||
| 11326 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
C 63 5⁄5 | ||||||||
| 11327 |
Jokes MCP Server
Claim
A humor-focused MCP server that delivers jokes through Microsoft Copilot Studio…
|
C 63 5⁄5 | ||||||||
| 11328 |
Enables users to search, browse, and retrieve AI prompts from the Tripleshot pu…
|
C 63 5⁄4 | ||||||||
| 11329 |
A comprehensive toolkit that enhances LLM capabilities through the Model Contex…
|
C 63 6⁄6 | ||||||||
| 11330 |
Enables AI-powered analysis and prediction of household energy consumption thro…
|
C 63 5⁄5 | ||||||||
| 11331 |
A local Retrieval-Augmented Generation system that enables users to ingest mark…
|
C 63 5⁄4 | ||||||||
| 11332 |
Integrates Square sandbox catalog and orders management with voice commands (vi…
|
C 63 5⁄4 | ||||||||
| 11333 |
Enables AI assistants to control DiskCleanKit's One Touch feature for scanning …
|
C 63 6⁄4 | ||||||||
| 11334 |
A Model Context Protocol server that enables Claude Desktop to access and analy…
|
C 63 5⁄5 | ||||||||
| 11335 |
Provides access to VisiData functionality for data analysis, visualization, and…
|
C 63 5⁄4 | ||||||||
| 11336 |
An MCP server that enables Claude Desktop to communicate with A2A protocol agen…
|
C 63 5⁄5 | ||||||||
| 11337 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 63 5⁄4 | ||||||||
| 11338 |
iCloud Calendar MCP
Claim
Enables users to view and create events in their iCloud Calendar using natural …
|
C 63 5⁄5 | ||||||||
| 11339 |
# claude-faf-mcp
FAF MCP server for Claude-compatible clients, with 33 tools f…
|
C 63 6⁄6 | ||||||||
| 11340 |
An AI-powered server that analyzes system log files to identify errors/warnings…
|
C 63 5⁄5 | ||||||||
| 11341 |
Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…
|
C 63 5⁄5 | ||||||||
| 11342 |
Provides interactive Python REPL capabilities with persistent sessions, virtual…
|
C 63 5⁄5 | ||||||||
| 11343 |
Trendy Post MCP
Claim
Enables users to take screenshots, extract text using OCR, and automatically ge…
|
C 63 5⁄4 | ||||||||
| 11344 |
Enables validation and retrieval of metadata from Markdown files in the Subordi…
|
C 63 5⁄4 | ||||||||
| 11345 |
Zabbix MCP Server
Claim
Enables users to monitor and query Zabbix infrastructure through natural langua…
|
C 63 5⁄5 | ||||||||
| 11346 |
Audio MCP Server
Claim
Enables Claude and other AI assistants to interact with your computer's audio s…
|
C 63 5⁄4 | ||||||||
| 11347 |
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
|
C 63 6⁄6 | ||||||||
| 11348 |
Enables fetching and extracting text from URLs, searching the web via DuckDuckG…
|
C 63 5⁄5 | ||||||||
| 11349 |
literateMCP
Claim
Server for managing academic literature with structured note-taking and organiz…
|
C 63 5⁄4 | ||||||||
| 11350 |
A minimal, production-ready TypeScript template for building Model Context Prot…
|
C 63 5⁄5 | ||||||||