MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 1 hour, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13501 |
This MCP server enables interaction with the Punjab State Board of Technical Ed…
|
C 57 5⁄5 | ||||||||
| 13502 |
A Model Context Protocol server that enables AI assistants to utilize AivisSpee…
|
C 57 5⁄5 | ||||||||
| 13503 |
Academic MCP Server
Claim
Enables AI assistants to search across multiple academic databases (PubMed, arX…
|
C 57 5⁄5 | ||||||||
| 13504 |
Enables intelligent search through FastMCP documentation using TF-IDF indexing,…
|
C 57 5⁄4 | ||||||||
| 13505 |
A Model Context Protocol server that enables monitoring and remote control of N…
|
C 57 5⁄5 | ||||||||
| 13506 |
Enables AI-powered music composition and control for REAPER DAW through OSC and…
|
C 57 5⁄4 | ||||||||
| 13507 |
A Model Context Protocol server designed to facilitate Nextflow development and…
|
C 57 5⁄4 | ||||||||
| 13508 |
Enables natural language querying of a resume with AI/ML experience, business i…
|
C 57 5⁄5 | ||||||||
| 13509 |
A high-performance MCP server that connects tools like Cursor to Elasticsearch …
|
C 57 5⁄5 | ||||||||
| 13510 |
A modern Model Context Protocol (MCP) server that enables AI assistants to coll…
|
C 57 5⁄5 | ||||||||
| 13511 |
A server that powers an interactive chatbot for querying and managing tax alert…
|
C 57 5⁄4 | ||||||||
| 13512 |
A comprehensive collection of 103 tools providing capabilities for text process…
|
C 57 6⁄6 | ||||||||
| 13513 |
Concentrated liquidity on Uniswap/Aerodrome (rebalance, compound, leverage) or …
|
C 57 6⁄6 | ||||||||
| 13514 |
Enables comprehensive Ansible automation management through natural language, i…
|
C 57 5⁄4 | ||||||||
| 13515 |
Enables semantic search and document retrieval from OpenAI Vector Store, allowi…
|
C 57 5⁄5 | ||||||||
| 13516 |
A Python framework for developing and managing tool instances through a registr…
|
C 57 5⁄5 | ||||||||
| 13517 |
Allows you to search the web using DuckDuckGo and optionally fetch and summariz…
|
C 57 5⁄5 | ||||||||
| 13518 |
A tool server that processes mathematical expressions via Multi-Chain Protocol …
|
C 57 5⁄4 | ||||||||
| 13519 |
A server that converts Allure test reports into LLM-friendly formats, enabling …
|
C 57 5⁄5 | ||||||||
| 13520 |
HealthcareRAGTools
Claim
An agentic AI system that enables healthcare professionals to log patient sympt…
|
C 57 5⁄4 | ||||||||
| 13521 |
Enable language models to perform advanced AI-powered web scraping with enterpr…
|
C 57 6⁄6 | ||||||||
| 13522 |
Provides tools for accessing the Semantic Scholar API to search papers, retriev…
|
C 57 5⁄5 | ||||||||
| 13523 |
Let AI agents create, discover, and track tokens across chains via Printr.
|
C 57 6⁄4 | ||||||||
| 13524 |
Free Polish VAT invoice generation MCP server with PDF output and preview. No A…
|
C 57 5⁄5 | ||||||||
| 13525 |
Provides essential security and CTF tools including hash identification, encodi…
|
C 57 5⁄5 | ||||||||
| 13526 |
OmniDocs MCP
Claim
An intelligent MCP server that enables AI agents to crawl, index, and semantica…
|
C 57 5⁄4 | ||||||||
| 13527 |
Control WeMo smart home devices - discover, toggle, adjust brightness, and mana…
|
C 57 6⁄6 | ||||||||
| 13528 |
Provides a moby-like random name generator through the MCP interface for genera…
|
C 57 5⁄5 | ||||||||
| 13529 |
A Context Engineering Framework that provides 9 battle-tested development workf…
|
C 57 6⁄4 | ||||||||
| 13530 |
cloudsword
Claim
一款帮助云租户发现和测试云上风险、增强云上防护能力的综合性开源工具
|
C 57 5⁄4 | ||||||||
| 13531 |
Provides powerful data analysis capabilities for AI systems with functions for …
|
C 57 5⁄5 | ||||||||
| 13532 |
An HTTP-based Model Context Protocol server that provides tools and resources f…
|
C 57 5⁄5 | ||||||||
| 13533 |
Enables users to search and interact with Binal's professional knowledge base t…
|
C 57 6⁄6 | ||||||||
| 13534 |
Agent-net
Claim
Agent to Agent network
|
C 57 6⁄6 | ||||||||
| 13535 |
Demonstrates custom MCP servers for math and weather operations, enabling multi…
|
C 57 5⁄4 | ||||||||
| 13536 |
Enables AI agents to play games like Chess, Go, and Trading against each other …
|
C 57 5⁄5 | ||||||||
| 13537 |
A Model Context Protocol server that enables AI language models like Claude to …
|
C 57 5⁄5 | ||||||||
| 13538 |
A Model Context Protocol tool that provides weather information for cities, wit…
|
C 57 5⁄4 | ||||||||
| 13539 |
Enhance your applications with personalized greeting capabilities. Easily integ…
|
C 57 5⁄4 | ||||||||
| 13540 |
A Model Context Protocol server that enables Claude to interact with Spotify, a…
|
C 57 6⁄6 | ||||||||
| 13541 |
|
C 57 6⁄4 | ||||||||
| 13542 |
A Model Context Protocol server that integrates with Cursor IDE to provide real…
|
C 57 5⁄4 | ||||||||
| 13543 |
A powerful context management system that maintains persistent context across c…
|
C 57 5⁄4 | ||||||||
| 13544 |
Enables fast, token-efficient access to large documentation files in llms.txt f…
|
C 57 6⁄6 | ||||||||
| 13545 |
Connects AI models with MasterGo design tools to retrieve and process DSL data …
|
C 57 6⁄6 | ||||||||
| 13546 |
Enables advanced management of Kubernetes clusters through natural language int…
|
C 57 5⁄5 | ||||||||
| 13547 |
Enables AI assistants to search properties, check availability, and manage book…
|
C 57 6⁄6 | ||||||||
| 13548 |
MCP Server for Eyevinn Open Source Cloud API, enabling creation of solutions ba…
|
C 57 6⁄6 | ||||||||
| 13549 |
MCP Autonomous Analyst
Claim
A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and…
|
C 57 5⁄4 | ||||||||
| 13550 |
A Model Context Protocol server that provides tools for Xcode-related operation…
|
C 57 5⁄4 | ||||||||