MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8751 |
A Model Context Protocol server that provides image generation capabilities usi…
|
C 68 5⁄5 | ||||||||
| 8752 |
US Weather MCP Server
Claim
Provides weather information for the United States through the Model Context Pr…
|
C 68 5⁄4 | ||||||||
| 8753 |
Save 30-75% on Manus AI credits through intelligent model routing, smart testin…
|
C 68 5⁄4 | ||||||||
| 8754 |
A Model Context Protocol server that wraps AutoIt functionality, enabling LLMs …
|
C 68 5⁄4 | ||||||||
| 8755 |
Allows LLMs to execute Wolfram Language code in a secure, session-based environ…
|
C 68 5⁄4 | ||||||||
| 8756 |
Enables Claude to remember information about users across chats using a persist…
|
C 68 5⁄5 | ||||||||
| 8757 |
Enables Claude Code to call Gemini models through an OpenAI-compatible API, pro…
|
C 68 5⁄5 | ||||||||
| 8758 |
A basic MCP server template built with Smithery CLI that demonstrates server ca…
|
C 68 5⁄4 | ||||||||
| 8759 |
Collects user feedback with text and image support through an Electron app, all…
|
C 68 5⁄4 | ||||||||
| 8760 |
An MCP server that provides an interface for the Interactive Brokers API via th…
|
C 68 5⁄5 | ||||||||
| 8761 |
Analyzes log files to identify root causes of project errors and generates deta…
|
C 68 5⁄4 | ||||||||
| 8762 |
Enables execution of crypto-related tool planning through Kirha AI's API with c…
|
C 68 5⁄5 | ||||||||
| 8763 |
An implementation of the Model Context Protocol for Django that enables AI agen…
|
C 68 5⁄5 | ||||||||
| 8764 |
Enables interaction with Redash through its API to execute SQL queries, retriev…
|
C 68 5⁄5 | ||||||||
| 8765 |
FastAPI MCP Demo Server
Claim
A demonstration MCP server built with FastAPI that provides basic mathematical …
|
C 68 5⁄4 | ||||||||
| 8766 |
A foundational implementation of a Model Context Protocol (MCP) server designed…
|
C 68 4⁄4 | ||||||||
| 8767 |
A Model Context Protocol server for querying large JSON files using JSONPath ex…
|
C 68 5⁄5 | ||||||||
| 8768 |
An integration tool that allows users to fetch weather alerts/forecasts from th…
|
C 68 5⁄5 | ||||||||
| 8769 |
A Model Context Protocol server that enables Claude Desktop to read from and wr…
|
C 68 5⁄5 | ||||||||
| 8770 |
Enables AI models to search the web using DuckDuckGo, scrape webpage content in…
|
C 68 5⁄5 | ||||||||
| 8771 |
DeFi signal intelligence + agent discovery. Funding arb, whale alerts, Zora, co…
|
C 68 5⁄5 | ||||||||
| 8772 |
MCP Server with Docker
Claim
A project that integrates Model Control Protocol with OpenAI's API, allowing Op…
|
C 68 5⁄5 | ||||||||
| 8773 |
An MCP server that provides easy setup and configuration for multiple AI develo…
|
C 68 5⁄4 | ||||||||
| 8774 |
Enables LLMs to perform statistical analysis and generate ML predictions on use…
|
C 68 5⁄5 | ||||||||
| 8775 |
Provides web search and content retrieval optimized for AI coding assistants, r…
|
C 68 5⁄4 | ||||||||
| 8776 |
Enables natural language trading operations through Alpaca's Trading API, suppo…
|
C 68 5⁄5 | ||||||||
| 8777 |
Enables Large Language Models to connect to various real-world applications thr…
|
C 68 5⁄5 | ||||||||
| 8778 |
Enables real-time search and analysis of Korean laws, legal precedents, and adm…
|
C 68 5⁄5 | ||||||||
| 8779 |
An MCP server that streamlines the integration of the @appolabs/appo SDK into w…
|
C 68 5⁄5 | ||||||||
| 8780 |
Provide real-time cryptocurrency price data and market analysis.
|
C 68 6⁄6 | ||||||||
| 8781 |
Algolia
Claim
Algolia
|
C 68 5⁄5 | ||||||||
| 8782 |
Provides an MCP server that allows AI assistants to interact with Obsidian vaul…
|
C 68 5⁄4 | ||||||||
| 8783 |
A code repository indexing tool to supercharge your LLM experience.
|
C 68 5⁄4 | ||||||||
| 8784 |
An implementation of the Model Context Protocol that provides AI clients with i…
|
C 68 5⁄5 | ||||||||
| 8785 |
Enables AI assistants to execute Python, JavaScript, Bash, and Go code in blazi…
|
C 68 5⁄5 | ||||||||
| 8786 |
Local-first memory for Claude & AI agents with hybrid search, Graph-RAG, and ti…
|
C 68 5⁄4 | ||||||||
| 8787 |
Provides an MCP-native operational interface for diagnostics, explainability, r…
|
C 68 5⁄4 | ||||||||
| 8788 |
Web-LLM MCP Server
Claim
A server that enables browser-based local LLM inference using Playwright to aut…
|
C 68 5⁄4 | ||||||||
| 8789 |
A Model Context Protocol server that enables AI assistants to manage WordPress …
|
C 68 5⁄5 | ||||||||
| 8790 |
YetiBrowser MCP
Claim
An open-source alternative to BrowserMCP that enables AI assistants to interact…
|
C 68 5⁄4 | ||||||||
| 8791 |
Enables CRUD operations and schema exploration on Microsoft Dataverse databases…
|
C 68 5⁄5 | ||||||||
| 8792 |
A sample implementation of a Model Context Protocol server using Next.js and th…
|
C 68 5⁄5 | ||||||||
| 8793 |
Enables interaction with email servers through IMAP protocol for managing email…
|
C 68 5⁄5 | ||||||||
| 8794 |
Provides LLM access to Unicity gaming platform games through a payment-gated da…
|
C 68 5⁄5 | ||||||||
| 8795 |
Provides real-time access to Transport for London data, enabling users to check…
|
C 68 5⁄5 | ||||||||
| 8796 |
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
|
C 68 5⁄5 | ||||||||
| 8797 |
Transforms idle LAN machines into a unified compute cluster for AI agents to of…
|
C 68 5⁄4 | ||||||||
| 8798 |
A Model Context Protocol server for Turkish taxi services that enables fare est…
|
C 68 5⁄5 | ||||||||
| 8799 |
A browser monitoring and interaction tool that enables AI applications to captu…
|
C 68 5⁄4 | ||||||||
| 8800 |
Creates custom MCP servers from JSON configuration files that can execute AI-po…
|
C 68 5⁄4 | ||||||||