MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6051 |
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, …
|
B 72 5⁄5 | ||||||||
| 6052 |
Provides access to the Reuters Business and Financial News API to retrieve arti…
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B 72 5⁄5 | ||||||||
| 6053 |
EPICS MCP Server
Claim
A Python-based server that interacts with EPICS process variables, allowing use…
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B 72 5⁄4 | ||||||||
| 6054 |
Affinity MCP Server
Claim
Enables AI assistants to control the Affinity creative suite on macOS through n…
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B 72 5⁄4 | ||||||||
| 6055 |
expose clis over model context protocol
|
B 72 5⁄4 | ||||||||
| 6056 |
Enables access to comprehensive U.S. legislative and governmental data from Gov…
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B 72 5⁄5 | ||||||||
| 6057 |
Enables Claude to interact with HubSpot CRM for sales analysis and insights, pr…
|
B 72 5⁄5 | ||||||||
| 6058 |
Enables AI clients to track investment portfolios by retrieving positions, calc…
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B 72 5⁄5 | ||||||||
| 6059 |
Interact with LG ThinQ smart home devices and appliances through the ThinQ Conn…
|
B 72 5⁄5 | ||||||||
| 6060 |
An MCP server implementation for interacting with self-hosted Confluence Data C…
|
B 72 5⁄4 | ||||||||
| 6061 |
MCP server that gives AI agents structured, ground-truth GitHub repository inte…
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B 72 5⁄4 | ||||||||
| 6062 |
iconfont-mcp
Claim
Enables searching, downloading, and managing SVG icons from iconfont.cn, China'…
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B 72 5⁄5 | ||||||||
| 6063 |
Provides tools for optimizing, fine-tuning, and deploying large language models…
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B 72 5⁄5 | ||||||||
| 6064 |
Provides AI assistants with direct access to official Griptape framework docume…
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B 72 5⁄4 | ||||||||
| 6065 |
MCP server for Zerodha Kite Connect API - India's leading stock broker trading …
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B 72 5⁄5 | ||||||||
| 6066 |
Word document reading and writing MCP implemented in Node.js
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B 72 5⁄5 | ||||||||
| 6067 |
MCP server for Claude to talk to ChatGPT and use its web search capability.
|
B 72 5⁄5 | ||||||||
| 6068 |
Provides seamless access to Malaysia's official government data catalogue, enab…
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B 72 5⁄4 | ||||||||
| 6069 |
Enables web searching via DuckDuckGo and extracting readable content from any U…
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B 72 5⁄5 | ||||||||
| 6070 |
An MCP server designed to assist with generating, converting, and translating M…
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B 72 5⁄5 | ||||||||
| 6071 |
Provides secure, read-only access to VTION e-commerce analytics data through MC…
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B 72 5⁄5 | ||||||||
| 6072 |
An MCP server that provides comprehensive US legislation.
|
B 72 5⁄5 | ||||||||
| 6073 |
Sample MCP Server
Claim
AI assistant application that integrates FastMCP server with MongoDB Atlas know…
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B 72 5⁄4 | ||||||||
| 6074 |
An MCP server that enables coordination of agents through shared finite state m…
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B 72 5⁄5 | ||||||||
| 6075 |
Enables interaction with the Things app through Claude Desktop, allowing task c…
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B 72 5⁄4 | ||||||||
| 6076 |
AI prompt optimization for 58+ platforms across 7 categories with custom platfo…
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B 72 5⁄4 | ||||||||
| 6077 |
A Model Context Protocol server that enables management of Ghost blog content (…
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B 72 5⁄5 | ||||||||
| 6078 |
A lightweight Claude MCP gateway that dynamically loads tools only when needed,…
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B 72 5⁄4 | ||||||||
| 6079 |
A local RAG server that enables document indexing and sentence window retrieval…
|
B 72 5⁄5 | ||||||||
| 6080 |
Enables LLMs to discover and control Crestron Home automation systems through n…
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B 72 5⁄5 | ||||||||
| 6081 |
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
|
B 72 5⁄4 | ||||||||
| 6082 |
40 MCP tools for 11 Indonesian government portals — BPOM, BPJPH, AHU, OJK, BMKG+
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B 72 5⁄4 | ||||||||
| 6083 |
Natural (2-way) voice conversations with Claude Code
|
B 72 5⁄5 | ||||||||
| 6084 |
mcp server for gitingest
|
B 72 5⁄5 | ||||||||
| 6085 |
A Model Context Protocol server that enables programmatic interaction with Cisc…
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B 72 5⁄5 | ||||||||
| 6086 |
Coordinate and manage complex AI-driven software development workflows using a …
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B 72 5⁄5 | ||||||||
| 6087 |
Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, …
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B 72 5⁄4 | ||||||||
| 6088 |
An MCP server that uses yfinance to obtain information from Yahoo Finance.
|
B 72 5⁄5 | ||||||||
| 6089 |
🚀 AI-Powered Windows Automation Server using Model Context Protocol (MCP) | Con…
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B 72 5⁄4 | ||||||||
| 6090 |
A simple server that integrates with Claude to allow querying and manipulating …
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B 72 5⁄5 | ||||||||
| 6091 |
Enables AI-powered querying and management of documentation through markdown fi…
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B 72 5⁄5 | ||||||||
| 6092 |
Enables LLMs to control a two-track robot through movement commands, providing …
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B 72 5⁄5 | ||||||||
| 6093 |
A TypeScript-based MCP server that enables AI assistants to create, search, lis…
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B 72 5⁄4 | ||||||||
| 6094 |
Enables real-time weather information retrieval and local search history manage…
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B 72 5⁄4 | ||||||||
| 6095 |
A context provider that serves as an AI version of Chris's programming knowledg…
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B 72 5⁄5 | ||||||||
| 6096 |
Enables Claude to interact with Google Calendar through OAuth authentication, a…
|
B 72 5⁄5 | ||||||||
| 6097 |
Enables AI to send, read, search, delete and reply to emails through SMTP or Gm…
|
B 72 5⁄5 | ||||||||
| 6098 |
Build iOS Xcode workspace/project and feed back errors to llm.
|
B 72 5⁄4 | ||||||||
| 6099 |
A Model Context Protocol server that bridges Claude AI with Anki flashcard app,…
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B 72 5⁄4 | ||||||||
| 6100 |
A Model Context Protocol server that enables AI assistants to translate and rep…
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B 72 5⁄5 | ||||||||