MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 4 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43851 |
EARLY App MCP Server
Claim
An MCP server that provides AI assistants with access to the EARLY time trackin…
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| 43852 |
Ghosthand
Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
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| 43853 |
opn-mcp
Claim
Shorten links, read click analytics, generate branded QR codes, and manage link…
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| 43854 |
cic-mcp-gateway
Claim
Compiles and routes context from trust-domain sources (session, workdir, knowle…
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| 43855 |
MCP server that integrates with AnyList for managing shopping lists, recipes, a…
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| 43856 |
vdiff
Claim
Breaking-change diffs for npm packages, served over REST and MCP, so coding age…
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| 43857 |
MCP server for Claude Desktop providing access to Google Sheets, Gmail, and Goo…
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| 43858 |
roblox-mcp-difz
Claim
MCP server for controlling and reverse engineering Roblox games, providing 132 …
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| 43859 |
trust-mcp
Claim
MCP server that enables AI agents to verify each other's trust scores, register…
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| 43860 |
VNStock Agent MCP Server
Claim
MCP server for Vietnamese stock market data, enabling AI assistants to access s…
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| 43861 |
maximo-jobplan
Claim
Enables natural language interactions for creating, querying, updating, and del…
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| 43862 |
jira-mcp
Claim
Comprehensive MCP server for Jira integration, enabling issue management, searc…
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| 43863 |
connectwise-manage-mcp
Claim
An MCP server for ConnectWise Manage PSA, enabling management of tickets, proje…
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| 43864 |
agents-mcp-server
Claim
A set of MCP servers that provide AI agents with safe, composable access to web…
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| 43865 |
Sylex Memory
Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
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| 43866 |
UnrealMCPHub
Claim
Central management platform for Unreal Engine MCP instances that bridges AI age…
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| 43867 |
Enables AI assistants to navigate, search, and analyze academic materials organ…
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| 43868 |
fintaro-mcp
Claim
Enables MCP-capable agents to read Fintaro invoices and transactions, and uploa…
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| 43869 |
nimble
Claim
A token-efficient MCP server that reduces context window bloat by lazy loading …
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| 43870 |
sanshu
Claim
An AI-assisted programming enhancement system that integrates decision-making, …
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| 43871 |
Newsletter Generator
Claim
Generates structured newsletters with 8 sections using AI and provides NLP anal…
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| 43872 |
Open Brain
Claim
A remote MCP server enabling semantic memory across multiple AI platforms like …
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| 43873 |
twine-mcp
Claim
A locally-run MCP server that connects to Twine's story library, enabling AI-as…
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| 43874 |
mcp-sqlite-manager
Claim
Enables SQLite database interactions including querying, updating, and schema m…
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| 43875 |
Memory Pickle MCP
Claim
Project management and session memory for AI agents that provides 13 tools for …
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| 43876 |
toconline-mcp
Claim
Local MCP server for TOCOnline accounting/invoicing API that enables AI assista…
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| 43877 |
RedTeam MCP
Claim
Autonomous penetration testing powered by a local LLM, automating tool chaining…
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| 43878 |
devin-mcp
Claim
MCP server for creating, monitoring, and managing Devin AI sessions.
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| 43879 |
vivado-mcp
Claim
A minimal MCP server that provides 25 tools and 5 hooks to control Xilinx Vivad…
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| 43880 |
neo4j-gds
Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
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| 43881 |
神岛数据统计 MCP 服务器
Claim
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
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| 43882 |
Retrograde MCP
Claim
A Model Context Protocol server that provides real astronomical data (planetary…
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| 43883 |
Office MCP Server
Claim
Connects Claude with Microsoft 365 services such as Email, Calendar, Teams, One…
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| 43884 |
MCP Datadog Server
Claim
Enables AI assistants to interact with Datadog APIs for querying metrics, logs,…
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| 43885 |
Sleeper MCP Server
Claim
Enables natural language interaction with Sleeper Fantasy Football API data, al…
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| 43886 |
Enables AI assistants to manage TCSAS miniprogram development tasks such as lau…
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| 43887 |
oro-intel-mcp
Claim
UK public procurement data for AI agents. Tenders, contracts, buyer and supplie…
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| 43888 |
kumbaya-mcp
Claim
Live access to Kumbaya's DEX, launchpad, social data, and search on MegaETH thr…
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| 43889 |
k8s-mcp
Claim
A lightweight MCP server that enables AI assistants to deploy, inspect, and ope…
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| 43890 |
brs-docs-mcp
Claim
MCP server for Roku BrightScript documentation and device control, enabling doc…
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| 43891 |
falcon-mcp-server
Claim
A Python MCP server using the Falcon web framework, providing Streamable HTTP t…
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| 43892 |
Provides access to the Allen Institute for Brain Science API, enabling queries …
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| 43893 |
ProDoctor MCP Server
Claim
Exposes the ProDoctor Cloud API as MCP tools for AI agents to manage appointmen…
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| 43894 |
1c-buddy-mcp
Claim
Lightweight MCP server for 1C.ai integration, enabling queries, code analysis, …
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| 43895 |
Infura MCP Server
Claim
Enables AI assistants to query blockchain data across 30+ networks via Infura, …
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| 43896 |
sumo-mcp
Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
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| 43897 |
IzmirDamMcp
Claim
FastMCP server that provides daily water status and occupancy rates for dams in…
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| 43898 |
trollspace-mcp
Claim
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
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| 43899 |
Motion MCP Server
Claim
Enables natural language management of Motion tasks, projects, schedules, and m…
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| 43900 |
AigoHotel MCP Server
Claim
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
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