MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2001 |
A Python MCP server that allows programmatic interaction to find torrents progr…
|
B 78 5⁄5 | ||||||||
| 2002 |
SODAX MCP server: live cross-chain DeFi API data and auto-updating SDK docs for…
|
B 78 6⁄6 | ||||||||
| 2003 |
MCP server for penetration testing
|
B 78 5⁄5 | ||||||||
| 2004 |
Professional Model Context Protocol server that enables AI-optimized Figma desi…
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B 78 5⁄5 | ||||||||
| 2005 |
A simple MCP server that provides accurate date and time information to Claude …
|
B 78 5⁄5 | ||||||||
| 2006 |
An MCP server that provides LLMs with efficient access to package documentation…
|
B 78 5⁄4 | ||||||||
| 2007 |
Bitcoin wallet intelligence: labels, trust scores, transactions, fees. L402 + x…
|
B 78 6⁄6 | ||||||||
| 2008 |
ArcGIS MCP Server
Claim
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
|
B 78 4⁄4 | ||||||||
| 2009 |
A comprehensive travel aggregation server that enables AI assistants to search …
|
B 78 5⁄5 | ||||||||
| 2010 |
Downloads your entire Search Console dataset into a local SQLite database, then…
|
B 78 5⁄4 | ||||||||
| 2011 |
Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…
|
B 78 5⁄5 | ||||||||
| 2012 |
A comprehensive server that enables sophisticated interactions with PocketBase …
|
B 78 5⁄5 | ||||||||
| 2013 |
Orchestrates complete agile development workflows from product requirements to …
|
B 78 5⁄5 | ||||||||
| 2014 |
Enables vision capabilities for any AI model by routing image analysis requests…
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B 78 5⁄5 | ||||||||
| 2015 |
A Model Context Protocol (MCP) server that enables AI agents to interact with M…
|
B 78 5⁄5 | ||||||||
| 2016 |
Matlab MCP Server in python
|
B 78 5⁄4 | ||||||||
| 2017 |
Let LLMs interface with your tasks and projects through the Model Context Proto…
|
B 78 5⁄5 | ||||||||
| 2018 |
Enables text-only models to process images and other media formats by providing…
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B 78 5⁄5 | ||||||||
| 2019 |
Enables AI assistants to discover, monitor, and control ZigBee smart home devic…
|
B 78 5⁄5 | ||||||||
| 2020 |
Analyzes, generates, simulates, and optimizes caching strategies across HTTP, C…
|
B 78 4⁄4 | ||||||||
| 2021 |
Integrates with Notion's API to manage personal todo lists
|
B 78 5⁄5 | ||||||||
| 2022 |
iMessage MCP Server
Claim
Enables Claude to read and search through iMessage, SMS, and RCS conversations,…
|
B 78 5⁄5 | ||||||||
| 2023 |
Enables AI assistants to natively read, edit, and redact PDF documents in place…
|
B 78 5⁄4 | ||||||||
| 2024 |
|
B 78 5⁄4 | ||||||||
| 2025 |
Code Index
Claim
Fast local source code searching using Zoekt trigram-based indexing
|
B 78 5⁄4 | ||||||||
| 2026 |
Pre-execution cost estimation for LLM agent workflows with calibration learning
|
B 78 4⁄4 | ||||||||
| 2027 |
11 focused tools for structured thinking, branching, revision, and navigation.
|
B 78 5⁄5 | ||||||||
| 2028 |
Enables secure execution of Python code in a sandboxed WebAssembly environment …
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B 78 5⁄5 | ||||||||
| 2029 |
Enables AI assistants to execute predefined developer commands and manage long-…
|
B 78 5⁄4 | ||||||||
| 2030 |
Enables secure access to customer e-commerce data (orders, loyalty points, offe…
|
B 78 5⁄5 | ||||||||
| 2031 |
Create scheduling polls, vote, and finalize times from AI agents.
|
B 78 5⁄4 | ||||||||
| 2032 |
Search Help Scout conversations, customers, organizations, threads, and inboxes…
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B 78 5⁄5 | ||||||||
| 2033 |
Interact with the NEAR blockchain through MCP calls
|
B 78 5⁄5 | ||||||||
| 2034 |
Enables comprehensive academic research by searching and analyzing papers from …
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B 78 5⁄5 | ||||||||
| 2035 |
Enables cloud browser automation using Browserbase and Stagehand to interact wi…
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B 78 5⁄5 | ||||||||
| 2036 |
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
|
B 78 5⁄5 | ||||||||
| 2037 |
Enables interaction with the Cuti-E admin API to manage conversations, reply to…
|
B 78 5⁄5 | ||||||||
| 2038 |
Turns any OpenAPI/Swagger API into an MCP server. One MCP tool per endpoint, St…
|
B 78 5⁄5 | ||||||||
| 2039 |
An MCP Server to utilize Codelogic's rich software dependency data in your AI p…
|
B 78 5⁄4 | ||||||||
| 2040 |
Provides Node.js debugging capabilities with process management for AI agents, …
|
B 78 5⁄5 | ||||||||
| 2041 |
Provides real-time and historical Formula 1 racing data through the Model Conte…
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B 78 5⁄5 | ||||||||
| 2042 |
Enables free web searching using Google search results without the need for API…
|
B 78 5⁄4 | ||||||||
| 2043 |
A central registry and HTTP interface for coordinating Model Context Protocol (…
|
B 78 5⁄4 | ||||||||
| 2044 |
MCP Server for Optics Design System documentation and token usage.
|
B 78 5⁄4 | ||||||||
| 2045 |
Enables AI agents to manage OpenWRT routers remotely via SSH, supporting system…
|
B 78 5⁄5 | ||||||||
| 2046 |
Vale MCP Server
Claim
Integrates Vale prose linting into AI coding assistants, enabling users to chec…
|
B 78 5⁄5 | ||||||||
| 2047 |
mb-mcp
Claim
A standalone Node.js MCP server designed for Memory Bank workflows that enables…
|
B 78 5⁄5 | ||||||||
| 2048 |
mcp-auth-demos
Claim
Model Context Protocol authentication demos - AI assistant integration examples
|
B 78 5⁄4 | ||||||||
| 2049 |
AI coding standards that enforce production-grade code with DDD, SOLID, TDD gua…
|
B 78 5⁄5 | ||||||||
| 2050 |
Secure MCP server for GitLab projects, merge requests, issues, and pipelines
|
B 78 5⁄5 | ||||||||