MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 2 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13951 |
A Model Context Protocol server that enables execution of JMeter performance te…
|
C 55 5⁄4 | ||||||||
| 13952 |
feather_wand_agent
Claim
Feather Wand Agent is a comprehensive AI-powered toolkit for performance testin…
|
C 55 6⁄4 | ||||||||
| 13953 |
An MCP server that allows management of Jira Insights (JSM) asset schemas, enab…
|
C 55 6⁄6 | ||||||||
| 13954 |
MCP server for listing and retrieving minimal valid blank files from blankfiles…
|
C 55 6⁄4 | ||||||||
| 13955 |
Provides tools to search and retrieve Unsloth AI documentation, including quick…
|
C 55 5⁄5 | ||||||||
| 13956 |
A basic example MCP server built with the FastMCP framework for demonstration a…
|
C 55 5⁄4 | ||||||||
| 13957 |
Scans Base L2 smart contracts for security risks. Risk score 0-100, detects bac…
|
C 55 5⁄4 | ||||||||
| 13958 |
MCP Documentation Server
Claim
Enables semantic search and retrieval of MCP (Model Context Protocol) documenta…
|
C 55 5⁄5 | ||||||||
| 13959 |
MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Fer…
|
C 55 5⁄4 | ||||||||
| 13960 |
A control server that enables AI assistants to interact with Ecovacs robot vacu…
|
C 55 6⁄6 | ||||||||
| 13961 |
A Python server implementing the Model Context Protocol that exposes tools for …
|
C 55 5⁄5 | ||||||||
| 13962 |
A tool that provides simple API to execute SQL queries and manage MySQL databas…
|
C 55 5⁄5 | ||||||||
| 13963 |
A Model Context Protocol server that enables executing and interacting with JMe…
|
C 55 5⁄4 | ||||||||
| 13964 |
A bridge between Speckle's API and client applications that enables users to li…
|
C 55 5⁄5 | ||||||||
| 13965 |
An MCP server with RAG capabilities that provides AI clients secure access to l…
|
C 55 5⁄5 | ||||||||
| 13966 |
Enables AI agents to interact with the WYGIWYH expense tracking API through 75 …
|
C 55 6⁄6 | ||||||||
| 13967 |
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provi…
|
C 55 6⁄6 | ||||||||
| 13968 |
Query and retrieve information about various adversarial tactics and techniques…
|
C 55 6⁄6 | ||||||||
| 13969 |
shortcut-mcp
Claim
Shortcut project management. Create, update, search stories and manage workflow…
|
C 55 6⁄6 | ||||||||
| 13970 |
MCP Server
Claim
A modular server based on Model Context Protocol (MCP) that provides weather qu…
|
C 55 5⁄5 | ||||||||
| 13971 |
Enables comprehensive Kubernetes cluster management through kubectl operations …
|
C 55 5⁄5 | ||||||||
| 13972 |
Enables searching for ICE detainee locations using AI-powered natural language …
|
C 55 6⁄4 | ||||||||
| 13973 |
An MCP server that enables retrieval of historical weather data (temperature, p…
|
C 55 5⁄5 | ||||||||
| 13974 |
Enables AI agents to create, read, and summarize sticky notes stored in a local…
|
C 55 5⁄4 | ||||||||
| 13975 |
An MCP server that provides natural language interaction with Apache AGE graph …
|
C 55 6⁄6 | ||||||||
| 13976 |
A server application that enables large language models to execute stock tradin…
|
C 55 5⁄4 | ||||||||
| 13977 |
Send personalized greetings with optional pirate flair. Compose friendly saluta…
|
C 55 6⁄6 | ||||||||
| 13978 |
Provides Google Maps functionality through Cloud Run, enabling route calculatio…
|
C 55 6⁄6 | ||||||||
| 13979 |
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no AP…
|
C 55 5⁄4 | ||||||||
| 13980 |
Provides comprehensive Korean stock market analysis using investment strategies…
|
C 55 6⁄6 | ||||||||
| 13981 |
Enables the management of document requests through the DocDocDoc API, allowing…
|
C 55 6⁄6 | ||||||||
| 13982 |
Enables image generation and multi-turn editing sessions using the Gemini API w…
|
C 55 5⁄5 | ||||||||
| 13983 |
US federal and state cybersecurity/privacy law MCP server with cross-state comp…
|
C 55 6⁄6 | ||||||||
| 13984 |
Analyzes source code dependencies across multiple programming languages in the …
|
C 55 5⁄4 | ||||||||
| 13985 |
criterion
Claim
Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Isla…
|
C 55 6⁄6 | ||||||||
| 13986 |
A natural language interface that allows Claude to execute SQL queries on your …
|
C 55 5⁄4 | ||||||||
| 13987 |
Provides local anonymization of Czech legal documents by replacing sensitive en…
|
C 55 5⁄4 | ||||||||
| 13988 |
AI-native platform for Kubernetes management and automated GitOps (30+ tools).
|
C 55 5⁄5 | ||||||||
| 13989 |
quip-mcp
Claim
A Model Context Protocol (MCP) server providing AI assistants with comprehensiv…
|
C 55 6⁄6 | ||||||||
| 13990 |
A Model Context Protocol server that enables sending customizable HTTP requests…
|
C 55 5⁄5 | ||||||||
| 13991 |
Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analy…
|
C 55 6⁄6 | ||||||||
| 13992 |
MCP server for the Clash of Clans API. Can get player, clan information, analyz…
|
C 55 5⁄5 | ||||||||
| 13993 |
A starter template for creating Model Context Protocol servers that work with P…
|
C 55 6⁄6 | ||||||||
| 13994 |
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
|
C 55 6⁄6 | ||||||||
| 13995 |
Converts OpenAPI specifications into MCP services with HTTP header passthrough …
|
C 55 5⁄5 | ||||||||
| 13996 |
image-generator
Claim
image-generator
|
C 55 5⁄4 | ||||||||
| 13997 |
MCP server for generating professional ATS-friendly CVs as PDF/DOCX from AI con…
|
C 55 6⁄4 | ||||||||
| 13998 |
A remote Model Context Protocol server that enables AI assistants to interact w…
|
C 55 6⁄6 | ||||||||
| 13999 |
MCP server for time in cities around the world, time zones, DST, conversion, an…
|
C 55 5⁄5 | ||||||||
| 14000 |
Enables AI agents to make real-world phone calls with AI voice technology and p…
|
C 55 6⁄6 | ||||||||