MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 7 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63051 |
gacha-daily-mcp
Claim
Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architectu…
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| 63052 |
airi-android
Claim
A MCP server that enables LLMs to control Android devices via ADB, supporting i…
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| 63053 |
Credential Manager MCP
Claim
Credential Manager - MCP server providing AI-powered tools and automation by ME…
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| 63054 |
devicecloud
Claim
Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-…
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| 63055 |
Enables comprehensive search and browsing of Berlin city services. Also support…
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| 63056 |
MySQL MCP Server
Claim
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
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| 63057 |
SportteryAPI
Claim
Cloudflare Worker REST API + local MCP server for China Sports Lottery football…
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| 63058 |
alkemi-mcp
Claim
Integrate your Alkemi Data, connected to Snowflake, Google BigQuery, DataBricks…
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| 63059 |
airbnb_search
Claim
An Airbnb search desktop extension that offers advanced filtering features and …
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| 63060 |
Zendesk MCP Server
Claim
A Model Context Protocol server that enables AI assistants like Claude to inter…
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| 63061 |
Priority MCP Platform
Claim
Multi-tenant MCP server connecting Claude to Priority ERP via OData. Supports r…
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| 63062 |
Tool Compass
Claim
Semantic navigator for MCP tools that finds relevant tools by natural language …
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| 63063 |
geoanalisis-mcp
Claim
Enables reading and analysis of vector spatial data through Claude Desktop, sup…
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| 63064 |
MCP server for interacting with Realm MinistryPlatform data, enabling queries, …
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| 63065 |
A beginner-friendly MCP server that provides basic arithmetic operations like a…
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| 63066 |
Analyzes Amazon products with comprehensive insights including pricing, feature…
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| 63067 |
Roblox Studio MCP Server
Claim
A free, open-source MCP server that lets Claude, Cursor, Codex, or Gemini opera…
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| 63068 |
Oura MCP Server (Python)
Claim
Enables AI assistants to access Oura Ring health data including sleep, readines…
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| 63069 |
Enables Claude to generate images on demand using the FLUX.1-schnell model, sup…
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| 63070 |
mcp-server-freee
Claim
Enables AI agents to interact with the freee accounting API, offering tools for…
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| 63071 |
mcp-abacus
Claim
Type-faithful calculator: evaluate expressions under fixed-point, IEEE-754 doub…
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| 63072 |
sqldb-mcp-server
Claim
A read-only MCP server that exposes SQL database access to LLMs, supporting mul…
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| 63073 |
kmd
Claim
MCP server for structured markdown knowledge vaults that provides validation, F…
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| 63074 |
A Model Context Protocol server that lets LLM clients answer business questions…
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| 63075 |
code-search
Claim
Semantic + lexical code search as an MCP server. Agents query in natural langua…
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| 63076 |
A remote MCP server that lets you analyze HTTP request logs and WAF/Firewall ev…
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| 63077 |
demo-002
Claim
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| 63078 |
usaspending-mcp-server
Claim
Interact with USASPENDING.gov to track government spending over time, search by…
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| 63079 |
Grafyx
Claim
Enables AI coding assistants to understand codebase architecture in real time b…
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| 63080 |
sebit-mcp
Claim
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| 63081 |
Appian MCP Server
Claim
Enables interaction with Appian applications through the Model Context Protocol…
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| 63082 |
Earl
Claim
Enables AI agents to safely interact with external services (HTTP, GraphQL, gRP…
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| 63083 |
claude-iac-mcp-server
Claim
Enables AI agents to query an approved Terraform module registry and generate c…
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| 63084 |
CodeHealth MCP
Claim
AI-powered codebase health analysis — detects dead code, circular dependencies,…
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| 63085 |
zotero-mcp-plus
Claim
Connects your Zotero research library with AI assistants (Claude, ChatGPT, etc.…
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| 63086 |
MCP Tree Explorer
Claim
A lightweight MCP tool for directory tree visualization in Cursor, with smart f…
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| 63087 |
Bookshop MCP Example
Claim
Exposes a CAP bookshop service via MCP, enabling AI agents to query books, auth…
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| 63088 |
ProxyBase MCP
Claim
Give AI Agents Residential SOCKS5 Passports to Bypass Bot Defenses.
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| 63089 |
frida-mcp
Claim
Frida MCP server enables AI models to perform dynamic analysis on mobile and de…
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| 63090 |
plr-mcp
Claim
A Model Context Protocol server for PyLabRobot that exposes liquid handler, pla…
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| 63091 |
A demo MCP server for training purposes, providing mocked tools for exchange ra…
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| 63092 |
gnomon
Claim
Manages a vault of articles and talk pages using an article/talk split pattern,…
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| 63093 |
Dexcom MCP Server
Claim
A Model Context Protocol (MCP) server that connects Claude to your personal Dex…
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| 63094 |
nickol-knx-mcp
Claim
Reads .knxproj files, analyzes group addresses/DPTs/topology, generates Home As…
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| 63095 |
github-project-info-mcp
Claim
An MCP server that reads public GitHub Projects v2 boards (including item-level…
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| 63096 |
bear-mcp
Claim
Enables Claude to interact with Bear notes (via better-bear-cli) for listing, s…
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| 63097 |
MCP server for the Obsidian CLI with controlled profiles for governed read-only…
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| 63098 |
BlenderMCP
Claim
Connects Blender to AI assistants like Claude for prompt-assisted 3D modeling, …
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| 63099 |
Artillery MCP Server
Claim
Enables running and inspecting Artillery load tests from MCP-compatible clients…
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| 63100 |
MCP server that exposes a university course catalog to LLMs, enabling course se…
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