MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4051 |
Extracts and manages job postings from HackerNews 'Who's Hiring' threads, enabl…
|
B 75 5⁄4 | ||||||||
| 4052 |
Provides AI assistants with access to University of Alabama at Birmingham's Res…
|
B 75 5⁄5 | ||||||||
| 4053 |
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGr…
|
B 75 5⁄4 | ||||||||
| 4054 |
A persistent memory layer for Claude Code that maintains project information, t…
|
B 75 5⁄4 | ||||||||
| 4055 |
MCP server for VibeScan — scan projects for leaked secrets and security issues
|
B 75 4⁄4 | ||||||||
| 4056 |
Artifact-first sub-agent delegation for Codex CLI, enabling multi-step parallel…
|
B 75 5⁄5 | ||||||||
| 4057 |
Give your AI agent eyes and hands on any desktop — cross-platform accessibility…
|
B 75 4⁄4 | ||||||||
| 4058 |
Repo analysis for coding agents with ranked files, dependency maps, and task-sc…
|
B 75 5⁄4 | ||||||||
| 4059 |
Enables management of GitHub pull request review threads through natural langua…
|
B 75 5⁄5 | ||||||||
| 4060 |
A Server-Sent Events Model Context Protocol server that enables both remote and…
|
B 75 5⁄5 | ||||||||
| 4061 |
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
|
B 75 5⁄5 | ||||||||
| 4062 |
Integrates with Gmail to enable sending, reading, drafting, and managing emails…
|
B 75 5⁄4 | ||||||||
| 4063 |
A MCP server integrated with the OPanel server management panel, enabling LLM-a…
|
B 75 5⁄4 | ||||||||
| 4064 |
Enables managing personal information with dynamic topic-based organization (ta…
|
B 75 5⁄5 | ||||||||
| 4065 |
An MCP server for sandboxed Python code execution with IPython and Docker, and …
|
B 75 5⁄4 | ||||||||
| 4066 |
A server that enables browser automation using Playwright, allowing interaction…
|
B 75 5⁄4 | ||||||||
| 4067 |
Enables Korea University students to query their KUPID portal and Canvas LMS us…
|
B 75 5⁄5 | ||||||||
| 4068 |
Search Korean patents by applicant, retrieve detailed records by application nu…
|
B 75 5⁄5 | ||||||||
| 4069 |
Provides access to the National Park Service API to search for U.S. national pa…
|
B 75 5⁄5 | ||||||||
| 4070 |
Enables sending transactional emails through GetMailer from AI assistants. Supp…
|
B 75 5⁄5 | ||||||||
| 4071 |
Enables AI agents and developers to search, retrieve, and analyze HackerNews co…
|
B 75 5⁄5 | ||||||||
| 4072 |
Enables AI assistants to automatically identify which machine they're working w…
|
B 75 5⁄4 | ||||||||
| 4073 |
Enables AI assistants to search and retrieve information from 3GPP specificatio…
|
B 75 5⁄5 | ||||||||
| 4074 |
Specialized MCP server for cryptocurrency project documentation management with…
|
B 75 5⁄5 | ||||||||
| 4075 |
A CLI tool to create MCP (Model Context Protocol) applications with ease.
|
B 75 5⁄4 | ||||||||
| 4076 |
Create and manipulate drawings with a simple canvas interface. Enhance your AI …
|
B 75 5⁄5 | ||||||||
| 4077 |
MCP server for maigret, a powerful OSINT tool that collects user account inform…
|
B 75 5⁄5 | ||||||||
| 4078 |
A Model Control Protocol server implementation that allows Claude Desktop to us…
|
B 75 5⁄5 | ||||||||
| 4079 |
Provides fast, multilingual spell-checking for text and files, featuring syntax…
|
B 75 5⁄4 | ||||||||
| 4080 |
A headless MCP server that provides Twitter API access without requiring local …
|
B 75 5⁄5 | ||||||||
| 4081 |
Provides access to the Ensembl genomics REST API with 30+ tools for genomic dat…
|
B 75 5⁄5 | ||||||||
| 4082 |
mcp-server-zep-cloud
|
B 75 5⁄5 | ||||||||
| 4083 |
Intelligently engineers and optimizes prompts for Claude Code with automatic la…
|
B 75 5⁄5 | ||||||||
| 4084 |
arxiv-mcp-server
Claim
arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, a…
|
B 75 5⁄5 | ||||||||
| 4085 |
Provides time and timezone functionality for LLMs, enabling them to get current…
|
B 75 5⁄4 | ||||||||
| 4086 |
Enables AI models to manage Docker containers, images, networks, and volumes th…
|
B 75 5⁄5 | ||||||||
| 4087 |
Enables web search functionality through Perplexity AI's API with time-based fi…
|
B 75 5⁄5 | ||||||||
| 4088 |
Provides implementation guidance, code validation, and troubleshooting tools fo…
|
B 75 5⁄5 | ||||||||
| 4089 |
Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). …
|
B 75 5⁄5 | ||||||||
| 4090 |
llms-txt-generator
Claim
The ultimate AI-powered generator for llms.txt and llms-full.txt files.
|
B 75 5⁄4 | ||||||||
| 4091 |
Provides tools for interacting with MinIO and S3-compatible object storage thro…
|
B 75 5⁄5 | ||||||||
| 4092 |
MCP server for rekordbox DJ database access. Provides read-only querying of tra…
|
B 75 5⁄5 | ||||||||
| 4093 |
Enables creation and querying of knowledge bases using Google's Gemini API File…
|
B 75 5⁄5 | ||||||||
| 4094 |
MCP server for Thales CipherTrust Manager RestFul Data Protection service.
|
B 75 5⁄5 | ||||||||
| 4095 |
Integrates Google's Gemini AI with Claude Code to provide advanced development …
|
B 75 5⁄5 | ||||||||
| 4096 |
Provides comprehensive access to Hong Kong Legislative Council data including v…
|
B 75 5⁄5 | ||||||||
| 4097 |
Query social media data from Instagram, TikTok, Twitter/X, Threads, YouTube, Fa…
|
B 75 5⁄5 | ||||||||
| 4098 |
National Park Service API integration providing latest information of park deta…
|
B 75 5⁄5 | ||||||||
| 4099 |
Universal data connector for CSV, Postgres, and REST APIs via DuckDB
|
B 75 4⁄4 | ||||||||
| 4100 |
Enables execution of SageMath mathematical computations through a local SageMat…
|
B 75 5⁄5 | ||||||||