MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10501 |
An MCP server that enables highly personalized music recommendations from TIDAL…
|
C 65 5⁄5 | ||||||||
| 10502 |
A Model Context Protocol server that integrates with DeepSource to provide AI a…
|
C 65 5⁄5 | ||||||||
| 10503 |
MCP server for Tinify image optimization — one tool, max optimization
|
C 65 6⁄4 | ||||||||
| 10504 |
hasmcp-ce
Claim
HasMCP Community Edition
|
C 65 5⁄4 | ||||||||
| 10505 |
|
C 65 5⁄4 | ||||||||
| 10506 |
Aha! MCP Server
Claim
Enables interaction with Aha! product management platform through GraphQL API. …
|
C 65 5⁄5 | ||||||||
| 10507 |
Enables structured, step-by-step problem-solving with dynamic revision and bran…
|
C 65 5⁄5 | ||||||||
| 10508 |
Enables interaction with Binance cryptocurrency exchange through API integratio…
|
C 65 5⁄5 | ||||||||
| 10509 |
Enables AI assistants to access and search RAP2 API documentation, allowing use…
|
C 65 5⁄5 | ||||||||
| 10510 |
Provides access to Fathom meeting recordings, enabling users to list meetings w…
|
C 65 5⁄5 | ||||||||
| 10511 |
Enables fetching visible text content and extracting all links from web pages t…
|
C 65 5⁄5 | ||||||||
| 10512 |
An MCP server for electronic invoicing that enables generating, validating, and…
|
C 65 5⁄5 | ||||||||
| 10513 |
Basic MCP Weather Tool
Claim
A simple educational MCP server implemented in Node.js that allows users to fet…
|
C 65 5⁄5 | ||||||||
| 10514 |
A server implementation for the Model Context Protocol (MCP) that allows Claude…
|
C 65 5⁄4 | ||||||||
| 10515 |
This TypeScript-based MCP server enables users to manage and summarize text not…
|
C 65 5⁄5 | ||||||||
| 10516 |
A TypeScript wrapper for the Moralis REST API that enables interaction with blo…
|
C 65 5⁄5 | ||||||||
| 10517 |
A Model Context Protocol server that provides real-time access to Zillow real e…
|
C 65 5⁄5 | ||||||||
| 10518 |
A Model Context Protocol implementation for managing and serving AI prompts wit…
|
C 65 5⁄4 | ||||||||
| 10519 |
Enables searching for files by name fragments via JSON-RPC or an HTTP REST API,…
|
C 65 5⁄5 | ||||||||
| 10520 |
Enables AI assistants to search and access arXiv research papers through a simp…
|
C 65 5⁄5 | ||||||||
| 10521 |
Enables Claude to access and analyze LinkedIn profile data through the Model Co…
|
C 65 5⁄5 | ||||||||
| 10522 |
Enables text-to-speech synthesis using VOICEVOX Web API with customizable speak…
|
C 65 5⁄4 | ||||||||
| 10523 |
A template for deploying custom MCP servers on Cloudflare Workers without authe…
|
C 65 5⁄5 | ||||||||
| 10524 |
Gmail MCP Server
Claim
Enables AI assistants to manage Gmail accounts through natural language for tas…
|
C 65 5⁄5 | ||||||||
| 10525 |
Enables Claude to search and analyze Obsidian vault content using ripgrep with …
|
C 65 5⁄4 | ||||||||
| 10526 |
An MCP server that provides AI assistants with access to Astro documentation, e…
|
C 65 5⁄4 | ||||||||
| 10527 |
Enables safe management of MCP server configuration files for AWS Q Developer a…
|
C 65 5⁄4 | ||||||||
| 10528 |
Votars MCP
Claim
Votars is the world's smartest multilingual meeting assistant, designed for voi…
|
C 65 5⁄5 | ||||||||
| 10529 |
A Model Context Protocol server that provides a standardized interface for inte…
|
C 65 5⁄5 | ||||||||
| 10530 |
Provides mathematical computation capabilities including basic arithmetic opera…
|
C 65 5⁄5 | ||||||||
| 10531 |
A comprehensive Model Context Protocol service providing zodiac information que…
|
C 65 5⁄5 | ||||||||
| 10532 |
A Model Context Protocol server for reading and analyzing binary files, with in…
|
C 65 5⁄4 | ||||||||
| 10533 |
A template for deploying unauthenticated MCP servers on Cloudflare Workers that…
|
C 65 5⁄4 | ||||||||
| 10534 |
Fetch random LGTM (Looks Good To Me) images for use in code reviews and develop…
|
C 65 5⁄5 | ||||||||
| 10535 |
An MCP server that enables AI agents to interact with the SpaceTraders API, man…
|
C 65 5⁄4 | ||||||||
| 10536 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 65 5⁄4 | ||||||||
| 10537 |
Fetches and structures Ant Design v4 component documentation into JSON format, …
|
C 65 5⁄4 | ||||||||
| 10538 |
mcp-sql-optimizer
Claim
A powerful Model Context Protocol (MCP) server that analyzes, optimizes, and su…
|
C 65 5⁄5 | ||||||||
| 10539 |
A debugging gateway for distributed systems that provides 17 tools for interact…
|
C 65 5⁄5 | ||||||||
| 10540 |
A web scraping server that retrieves product information (name, price, URL, ima…
|
C 65 5⁄5 | ||||||||
| 10541 |
Enables AI assistants to search, validate, and retrieve Australian postcode and…
|
C 65 5⁄5 | ||||||||
| 10542 |
A Model Context Protocol server that integrates with Brave Search API to provid…
|
C 65 5⁄5 | ||||||||
| 10543 |
Container MCP Server
Claim
Enables weather lookups, mathematical calculations, and context-aware operation…
|
C 65 5⁄5 | ||||||||
| 10544 |
A server that enables executing and validating SQL queries against Google BigQu…
|
C 65 5⁄5 | ||||||||
| 10545 |
Provides tools to query, search, and list Google Calendar events using the Mode…
|
C 65 5⁄5 | ||||||||
| 10546 |
A MCP server exposing Upstox market, technical, and account data as MCP tools f…
|
C 65 5⁄5 | ||||||||
| 10547 |
Provides programmatic access to CTFtime.org data for retrieving information abo…
|
C 65 5⁄5 | ||||||||
| 10548 |
Enables interaction with the Metal Framework by providing documentation search …
|
C 65 5⁄5 | ||||||||
| 10549 |
A MCP server that enables LLMs to interact with Tripadvisor API, supporting loc…
|
C 65 5⁄4 | ||||||||
| 10550 |
A TypeScript implementation of Model Context Protocol that provides integration…
|
C 65 5⁄4 | ||||||||