MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33251 |
arquivo-pt-mcp
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An MCP server that enables Claude and other LLMs to search and access archived …
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| 33252 |
Launchpad MCP Server
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Read-only MCP server that exposes Launchpad bug-tracking data for a single proj…
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| 33253 |
Mimikatz MCP Server
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Provides programmatic access to Mimikatz for credential extraction, Kerberos at…
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| 33254 |
mcp-coinmarketcap
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Enables AI agents to query cryptocurrency data including prices, market cap, ra…
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| 33255 |
Skald MCP Server
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Chat with your Skald knowledge base, add and update new knowledge, and search t…
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| 33256 |
token-filter-mcp
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An MCP server that intelligently filters and compresses tool outputs to reduce …
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| 33257 |
SimpleSQL MCP Server
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Multi-database SQL operations MCP server that enables CRUD, table creation, and…
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| 33258 |
Chess MCP Server
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Enables AI assistants to explore player profiles, ratings, game archives, leade…
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| 33259 |
Serial MCP Server
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Enables AI tools like Claude Code and Codex CLI to read and write serial port d…
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| 33260 |
SupliiChain MCP Sandbox
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A lightweight, local inventory-intelligence MCP server that enables querying st…
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| 33261 |
stormscope
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Provides real-time US weather data for AI assistants via MCP, including current…
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| 33262 |
doc-tools-mcp
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An MCP server for managing pandoc/CSL-YAML bibliographies and verifying citatio…
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| 33263 |
This MCP server provides governed read access to the Analytos Brain knowledge g…
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| 33264 |
beacon-mcp
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MCP server for the beacon log analytics platform, exposing beacon's REST API as…
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| 33265 |
codebase-index
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AST-aware codebase indexing with semantic search, exposed as an MCP server. Ena…
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| 33266 |
chart-mcp
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Renders interactive Chart.js charts inside MCP hosts like Claude Desktop, enabl…
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| 33267 |
abcd
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| 33268 |
naija-faker-mcp
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Enables AI assistants to generate fake Nigerian data including names, addresses…
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| 33269 |
EPC Tender Screening MCP
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An MCP-only server for evidence-based EPC tender screening that enables AI agen…
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| 33270 |
EOR Compliance MCP
Claim
MCP server for AI agents handling EOR & global hiring conversations. 8 tools: c…
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| 33271 |
bhe_mcp
Claim
Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
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| 33272 |
@askaudience/mcp-server
Claim
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
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| 33273 |
HOOPS AI MCP Server
Claim
Bridges Claude Desktop to the HOOPS AI WebAPI, enabling 3D CAD analysis and int…
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| 33274 |
Zerodha MCP Server
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Enables AI assistants to interact with the Zerodha trading platform for placing…
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| 33275 |
Enables live preview of Storybook components inside the IDE as the AI edits the…
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| 33276 |
SmartDB MCP
Claim
智能数据库查询 MCP 服务,支持在 AI 编程工具中用自然语言查询数据库。
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| 33277 |
wx4py-mcp
Claim
MCP server for WeChat PC automation, enabling message sending, voice/video call…
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| 33278 |
Grants.gov MCP Server
Claim
Model Context Protocol (MCP) server that provides access to the Grants.gov API …
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| 33279 |
mcp-server-interview
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Enables managing todo lists and tasks through natural language, supporting crea…
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| 33280 |
Memex-Wiki MCP Server
Claim
Provides AI agents with a secure offline-first long-term memory system using Ob…
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| 33281 |
nano-banana-claude
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An MCP server that provides image generation using Google's Nano Banana Gemini …
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| 33282 |
agent-staking-mcp-server
Claim
MCP server for agent reputation staking — trust through skin-in-the-game. Agent…
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| 33283 |
Here Now ER MCP
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An MCP server that provides real-time emergency room availability, open hospita…
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| 33284 |
Miami Friend
Claim
Ask anything and get friendly, Miami-flavored answers. Receive quick tips, expl…
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| 33285 |
varta-mcp
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Spam classification MCP server for AI agents that classifies messages as SPAM, …
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| 33286 |
Swiggy Deal Finder
Claim
Finds the cheapest nearby option for a dish on your own Swiggy account, ranked …
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| 33287 |
Skillroute MCP
Claim
Provides AI agents with a structured library of engineering skills, best practi…
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| 33288 |
time-left-mcp-chatgpt
Claim
Provides a single tool to display visual progress bars for time remaining in th…
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| 33289 |
VisionToolMCP
Claim
Enables text-only agents to process images by accepting image files, base64 dat…
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| 33290 |
servidor-acordaos-ia
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| 33291 |
Doris MCP Server
Claim
Enables natural language querying of Apache Doris databases via LLM-powered SQL…
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| 33292 |
PostPulse
Claim
Social media scheduler for Instagram, Facebook, YouTube, TikTok, LinkedIn, X, B…
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| 33293 |
dex-data
Claim
DEX data, geocoding, weather, search, holidays, LEI, yield curve. 22 tools, fre…
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| 33294 |
MCP IT Help Desk
Claim
AI-powered IT support server that understands issues in Turkish and English, su…
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| 33295 |
tcgen-st-test-mcp
Claim
Provides offline semantic validation for TcGen Structured Text (ST) review bund…
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| 33296 |
Pacioli
Claim
MCP server that connects Claude Code to the Holded API for natural language fin…
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| 33297 |
Civitai MCP Server
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Enables AI agents to fully interact with the Civitai platform, including browsi…
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| 33298 |
Fronius MCP Server
Claim
Enables access to Fronius solar inverter data via the MCP protocol, allowing re…
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| 33299 |
Team Manager MCP
Claim
Enables users to plan, coordinate, and govern multi-agent teams using MongoDB f…
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| 33300 |
mcp-context-cache
Claim
Efficiently loads, caches, and delivers project file context for AI agents usin…
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