MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11451 |
Provides tools for Python code navigation, analysis, and refactoring, including…
|
C 63 5⁄5 | ||||||||
| 11452 |
Social layer for Claude Code - DMs, presence, discovery, and games between AI-a…
|
C 63 6⁄4 | ||||||||
| 11453 |
Provides aviation weather information through a Model Context Protocol server, …
|
C 63 5⁄5 | ||||||||
| 11454 |
A Model Context Protocol server that connects Gemini CLI with CoinGecko's API, …
|
C 63 5⁄5 | ||||||||
| 11455 |
An MCP server that provides access to Malaysia prayer time data through Claude …
|
C 63 6⁄4 | ||||||||
| 11456 |
AgentBase: open registry of agent instruction files for AI agents. Search and r…
|
C 63 6⁄4 | ||||||||
| 11457 |
Instagram Direct messages MCP
|
C 63 5⁄4 | ||||||||
| 11458 |
Provides persistent memory for AI agents using hybrid search (vector embeddings…
|
C 63 5⁄5 | ||||||||
| 11459 |
Enables flight and airport search capabilities through Skyscanner, allowing use…
|
C 63 5⁄5 | ||||||||
| 11460 |
Interact with Google Flights data to search for one-way, round-trip, and date r…
|
C 63 5⁄5 | ||||||||
| 11461 |
Enables safe Python code execution in isolated Docker containers through the Ag…
|
C 63 5⁄5 | ||||||||
| 11462 |
A Model Context Protocol server that enables Claude Desktop to access and analy…
|
C 63 5⁄5 | ||||||||
| 11463 |
Enables evaluating Wolfram Language code and retrieving Wolfram Engine version/…
|
C 63 5⁄4 | ||||||||
| 11464 |
Supabase MCP Server
Claim
Implements the Model Context Protocol to provide LLMs with tools for interactin…
|
C 63 5⁄5 | ||||||||
| 11465 |
An MCP server that enables searching for messages and listing channels within a…
|
C 63 5⁄5 | ||||||||
| 11466 |
Analyzes frontend project code (React, Vue, Angular) and converts it into AI-un…
|
C 63 5⁄4 | ||||||||
| 11467 |
jieba-mcp
Claim
Enables Chinese text segmentation using the jieba library with support for prec…
|
C 63 5⁄5 | ||||||||
| 11468 |
An MCP server that provides real-time data and insights from the Hyperliquid pe…
|
C 63 5⁄5 | ||||||||
| 11469 |
Enables the deployment of remote Model Context Protocol (MCP) servers on Cloudf…
|
C 63 5⁄5 | ||||||||
| 11470 |
A template for deploying authentication-free MCP servers on Cloudflare Workers …
|
C 63 5⁄5 | ||||||||
| 11471 |
Enables LLMs like Claude to interact directly with Oracle Cloud Infrastructure …
|
C 63 5⁄5 | ||||||||
| 11472 |
A serverless solution for deploying a Model Context Protocol server on Cloudfla…
|
C 63 5⁄5 | ||||||||
| 11473 |
Event Planner
Claim
Provide event recommendations based on city and date using the Ticketmaster API…
|
C 63 5⁄4 | ||||||||
| 11474 |
MySQL MCP Server
Claim
A server that provides MySQL database operations through SSE (Server-Sent Event…
|
C 63 5⁄5 | ||||||||
| 11475 |
Exposes LangChain agent capabilities through the Model Context Protocol, enabli…
|
C 63 5⁄5 | ||||||||
| 11476 |
A Model Context Protocol server that enables AI assistants to access YouTube da…
|
C 63 5⁄5 | ||||||||
| 11477 |
Deterministic semantic word encoding and valence/sentiment analysis using 145K+…
|
C 63 5⁄4 | ||||||||
| 11478 |
Build agentic-MCP servers by composing existing MCP tools.
|
C 63 6⁄6 | ||||||||
| 11479 |
Demonstrates OAuth2/OIDC authentication for MCP servers using Asgardeo, with JW…
|
C 63 5⁄5 | ||||||||
| 11480 |
A Docker-based MCP server that provides current weather information for cities …
|
C 63 5⁄5 | ||||||||
| 11481 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 63 5⁄5 | ||||||||
| 11482 |
Calculates Human Design charts based on birth date, time, and location, providi…
|
C 63 5⁄4 | ||||||||
| 11483 |
A demonstration MCP server created for learning purposes, allowing Claude AI to…
|
C 63 5⁄4 | ||||||||
| 11484 |
A Node.js-based MCP server implementing JSON-RPC 2.0, allowing users to generat…
|
C 63 5⁄4 | ||||||||
| 11485 |
FastAPI MCP-Style Server
Claim
A minimal FastAPI implementation that mimics Model Context Protocol functionali…
|
C 63 5⁄5 | ||||||||
| 11486 |
Enables querying package ecosystem data from ecosyste.ms, including package met…
|
C 63 6⁄6 | ||||||||
| 11487 |
Enables users to get real-time weather data for any city and generate broadcast…
|
C 63 5⁄5 | ||||||||
| 11488 |
Jokes MCP Server
Claim
A humor-focused MCP server that delivers jokes through Microsoft Copilot Studio…
|
C 63 5⁄5 | ||||||||
| 11489 |
A template for deploying authentication-free MCP servers on Cloudflare Workers …
|
C 63 5⁄5 | ||||||||
| 11490 |
Enables currency conversion between 161+ currencies using real-time exchange ra…
|
C 63 5⁄5 | ||||||||
| 11491 |
An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing…
|
C 63 6⁄4 | ||||||||
| 11492 |
Enables AI assistants to read, write, and manipulate Excel files through compre…
|
C 63 5⁄4 | ||||||||
| 11493 |
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
|
C 63 5⁄5 | ||||||||
| 11494 |
Safety layer for autonomous DeFi agents. Scans contracts for exploit patterns, …
|
C 63 5⁄5 | ||||||||
| 11495 |
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
|
C 63 5⁄5 | ||||||||
| 11496 |
Enables querying a hybrid system that combines Neo4j graph database and Qdrant …
|
C 63 5⁄5 | ||||||||
| 11497 |
n8n
Claim
Fair-code workflow automation platform with native AI capabilities. Combine vis…
|
C 63 6⁄6 | ||||||||
| 11498 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 63 5⁄4 | ||||||||
| 11499 |
abstractapi-mcp-server
|
C 63 5⁄5 | ||||||||
| 11500 |
A secure, local-first MCP server that enables users to query QuickBooks data su…
|
C 63 5⁄4 | ||||||||