MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45401 |
Lottery MCP Server
Claim
Provides tools to query Chinese lottery results, check prizes, and update data …
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| 45402 |
GalaxyMCP Server
Claim
A Model Context Protocol server for AI persona management with JIRA integration…
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| 45403 |
Solscan MCP Server
Claim
Provides LLMs with real-time access to Solana blockchain data through Solscan A…
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| 45404 |
airi-android
Claim
A MCP server that enables LLMs to control Android devices via ADB, supporting i…
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| 45405 |
mermAId MCP Server
Claim
Enables AI agents to interact with a local Mermaid diagram editor via MCP, allo…
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| 45406 |
gacha-daily-mcp
Claim
Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architectu…
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| 45407 |
Surf Forecast MCP
Claim
Provides surf forecast data including swell height, period, direction, and wind…
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| 45408 |
powerbi-mcp-proxy
Claim
A self-hosted MCP server that proxies MCP clients to Power BI, using your own E…
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| 45409 |
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
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| 45410 |
Agentverse Memory
Claim
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
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| 45411 |
Uproad
Claim
Share prototypes as private links clients open without an account, attach specs…
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| 45412 |
Thoughtbox (beta)
Claim
[NOTE: Thoughtbox temporarily may not maintain connectivity over Smithery as we…
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| 45413 |
safedb-mcp
Claim
Secure MCP server for safe, read-only DB access by AI agents, with SQL guardrai…
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| 45414 |
cc-history
Claim
Provides local-first, cross-session memory for Claude Code, enabling semantic s…
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| 45415 |
Enables AI assistants to access and manage HeadHunter job platform data, includ…
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| 45416 |
Slack MCP Server
Claim
A FastMCP-based server that provides complete Slack integration for Cursor IDE,…
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| 45417 |
ai-visibility
Claim
Track how ChatGPT, Gemini & Perplexity mention, rank & cite your brand. AuraCit…
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| 45418 |
DLF Agency MCP Server
Claim
Enables AI agents to manage GoHighLevel workspaces through natural language, wi…
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| 45419 |
ASSETMCP
Claim
A Python MCP server for searching, downloading, extracting, inspecting, and pre…
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| 45420 |
Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaborat…
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| 45421 |
earningsprism-mcp
Claim
Real-time AI-summarised SEC filing intelligence for Claude, Cursor, and any MCP…
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| 45422 |
Enables interacting with Hubspot tools and services through a unified API and t…
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| 45423 |
geo-mcp
Claim
Enables searching and downloading Gene Expression Omnibus (GEO) data from NCBI,…
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| 45424 |
wiki-mcp-hub
Claim
Enables lexical search over local Markdown wiki folders using SQLite FTS5, with…
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| 45425 |
User agent string parser API for AI agents. Parse any user agent into structure…
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| 45426 |
rbxsync-mcp
Claim
Enables AI agents to extract, sync, test, and debug Roblox games bidirectionall…
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| 45427 |
Wikivibe MCP
Claim
Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bot…
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| 45428 |
Yaw MCP
Claim
Manages and dispatches multiple MCP servers from a cloud dashboard, reducing to…
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| 45429 |
CHECK-MODULE MCP Server
Claim
Enables managing internal documentation with search and add capabilities, and f…
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| 45430 |
Speed Reader
Claim
Turn any article, document, or chat reply into a one-word-at-a-time RSVP readin…
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| 45431 |
mcp-19hz
Claim
Enables querying electronic/dance music events from 19hz.info by region, with t…
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| 45432 |
AffinityMCP
Claim
Enables natural language control of Affinity Photo/Designer/Publisher and Canva…
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| 45433 |
kaspi-merchant-mcp
Claim
Enables managing Kaspi Marketplace orders through AI assistants, including list…
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| 45434 |
PTP MCP Server
Claim
Monitors and analyzes Precision Time Protocol (PTP) systems in OpenShift cluste…
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| 45435 |
gmail-mcp-server
Claim
A production-ready MCP server that connects Claude AI to Gmail, enabling full e…
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| 45436 |
ai-intervention-agent
Claim
Enables real-time user intervention for MCP agents via a Web UI and interactive…
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| 45437 |
weather-mcp
Claim
Exposes weather data from the free Open-Meteo API via decorator-driven MCP tool…
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| 45438 |
mcp-multi-note
Claim
An MCP server that enables AI agents to search, read, and create notes across s…
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| 45439 |
Mail Digest MCP Server
Claim
Provides tools to manage work email: list/search/get emails and draft replies v…
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| 45440 |
Leave MCP Server
Claim
Enables LLM clients to handle leave applications by providing tools for initial…
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| 45441 |
lobbywatch-mcp
Claim
An MCP server that connects AI models to the Lobbywatch.ch database, providing …
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| 45442 |
Менеджер AI-промптов с 24 MCP-инструментами. Поиск, создание, редактирование пр…
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| 45443 |
mcp-sing
Claim
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen…
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| 45444 |
AssetOpsBench
Claim
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, o…
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| 45445 |
Enables AI assistants to query and monitor wireless clients in Cisco Catalyst C…
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| 45446 |
SnapTrade MCP Server
Claim
A Test/Sandbox MCP server that integrates with the SnapTrade API Sandbox enviro…
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| 45447 |
getdot-database-skills
Claim
MCP server providing a single query tool to execute SQL against GetDot Database…
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| 45448 |
GSC MCP Server
Claim
A Model Context Protocol server that provides read-only access to Google Search…
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| 45449 |
mcp-server-251215
Claim
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| 45450 |
personal
Claim
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