MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2001 |
Run queries against InfluxDB OSS API v2.
|
B 79 5⁄5 | ||||||||
| 2002 |
Generate production-ready images from text prompts. AI-powered design API with …
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B 79 5⁄5 | ||||||||
| 2003 |
Helps LLMs maintain coherent timelines, track events, and manage characters acr…
|
B 79 5⁄5 | ||||||||
| 2004 |
MCP Accessibility Auditor is a powerful tool that brings professional web acces…
|
B 79 5⁄5 | ||||||||
| 2005 |
Ophir protocol tools for AI agent discovery, negotiation, and settlement
|
B 79 5⁄4 | ||||||||
| 2006 |
Generates entertaining stories told entirely through emojis with adjustable cha…
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B 79 5⁄5 | ||||||||
| 2007 |
Managing Keycloak identity and access management
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B 79 5⁄5 | ||||||||
| 2008 |
Godot 4 MCP server — test runner, API docs, script analysis, scene parsing, LSP.
|
B 79 5⁄4 | ||||||||
| 2009 |
Provides web search capabilities using Google Custom Search API, enabling users…
|
B 79 5⁄5 | ||||||||
| 2010 |
Enables LLMs to search through AWS Lambda Powertools documentation across multi…
|
B 79 5⁄5 | ||||||||
| 2011 |
Control and automate FlexSim simulations through AI assistants like Claude, ena…
|
B 79 5⁄4 | ||||||||
| 2012 |
Enables interaction with Trello through direct API passthrough with multi-accou…
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B 79 5⁄5 | ||||||||
| 2013 |
Enables AI assistants to manage Google Cloud DNS zones and records, supporting …
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B 79 5⁄5 | ||||||||
| 2014 |
Ocean shipping intelligence: D&D, freight rates, vessel schedules, port data. 2…
|
B 79 6⁄6 | ||||||||
| 2015 |
A persistent AI memory server that enables storage and retrieval of context and…
|
B 79 5⁄5 | ||||||||
| 2016 |
Enables AI assistants to execute SuperSQL queries on data files and SuperDB dat…
|
B 79 5⁄4 | ||||||||
| 2017 |
Provides AI assistants with a standardized interface to interact with the Todo …
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B 79 5⁄5 | ||||||||
| 2018 |
A Model Context Protocol (MCP) server that provides Zig language tooling, code …
|
B 79 5⁄4 | ||||||||
| 2019 |
Provides automated login functionality for localhost web applications using pre…
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B 79 5⁄5 | ||||||||
| 2020 |
Enables integration with Monarch Money to query financial data, analyze spendin…
|
B 79 5⁄4 | ||||||||
| 2021 |
MCP server for fast Android screenshots via scrcpy frame buffer (~50ms latency).
|
B 79 5⁄4 | ||||||||
| 2022 |
Enables comprehensive integration with Google Analytics 4, allowing users to re…
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B 79 5⁄5 | ||||||||
| 2023 |
Enables AI assistants to interact with Firebase Firestore databases through ful…
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B 79 5⁄5 | ||||||||
| 2024 |
Exposes a CognOS agent system as a machine-readable graph. Full system snapshot…
|
B 79 5⁄5 | ||||||||
| 2025 |
Multi-agent MCP server for task coordination
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B 79 5⁄5 | ||||||||
| 2026 |
This server offers secure, read-only access to directory files via the MCP, sup…
|
B 79 5⁄4 | ||||||||
| 2027 |
Enables LLMs to create and manage persistent, interactive shell sessions with f…
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B 79 5⁄4 | ||||||||
| 2028 |
Enables AI coding assistants to control and inspect a live Chrome browser throu…
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B 79 5⁄4 | ||||||||
| 2029 |
Enables executing mgit push operations to manage and synchronize multiple Git r…
|
B 79 5⁄4 | ||||||||
| 2030 |
Enables Claude to interact with Google Calendar through natural language, provi…
|
B 79 5⁄5 | ||||||||
| 2031 |
Enables Claude AI to open files and directories with system default application…
|
B 79 5⁄4 | ||||||||
| 2032 |
# 🔥 Firebase Crashlytics MCP Server
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Provides database access capabilities to Claude with support for both SQLite an…
|
B 79 5⁄5 | ||||||||
| 2034 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
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B 79 5⁄5 | ||||||||
| 2035 |
Server implementation for Google BigQuery integration that enables direct BigQu…
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B 79 5⁄5 | ||||||||
| 2036 |
Brave Search With Proxy
|
B 79 5⁄5 | ||||||||
| 2037 |
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
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B 79 5⁄5 | ||||||||
| 2038 |
Enable AI assistants to seamlessly interact with your Metabase analytics platfo…
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B 79 5⁄4 | ||||||||
| 2039 |
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B 79 5⁄4 | ||||||||
| 2040 |
Simple standalone MCP server giving Claude the ability to remember your convers…
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B 79 5⁄4 | ||||||||
| 2041 |
MCP Neo4j Knowledge Graph Memory Server
|
B 79 5⁄4 | ||||||||
| 2042 |
Searches top design platforms like Dribbble and Behance to provide UI inspirati…
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B 79 5⁄4 | ||||||||
| 2043 |
MCP server providing seamless access to FHIR APIs for AI tools and healthcare a…
|
B 79 5⁄5 | ||||||||
| 2044 |
Multi-agent AI consultation framework for Claude Code. Three MCP servers wrappi…
|
B 79 5⁄4 | ||||||||
| 2045 |
omen
Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
|
B 79 5⁄4 | ||||||||
| 2046 |
MCP server for Drosophila neuroscience data from VirtualFlyBrain
|
B 79 6⁄6 | ||||||||
| 2047 |
Provides access to up-to-date Ilograph documentation and syntax validation capa…
|
B 79 5⁄5 | ||||||||
| 2048 |
Executes development tasks by bridging Claude Desktop with Claude Code CLI, ena…
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B 79 5⁄5 | ||||||||
| 2049 |
Allows Claude to execute terminal commands on your computer and perform file sy…
|
B 78 5⁄5 | ||||||||
| 2050 |
GlassCloud
Claim
A cloud relay server that bridges the GlassBridge smart glasses app with Google…
|
B 78 5⁄5 | ||||||||