MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42201 |
trade-agent-mcp
Claim
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kra…
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| 42202 |
astro-platform-starter
Claim
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| 42203 |
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| 42204 |
@unfakable/mcp
Claim
Document verification MCP server enabling AI agents to verify file authenticity…
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| 42205 |
mcp_fofa
Claim
hacked by abc
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| 42206 |
MSG - MCP Swarm Gateway
Claim
Turns web-based AIs into full-powered agents with local PC access, 33 tools acr…
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| 42207 |
TestCafe MCP Server
Claim
Bridges AI assistants with TestCafe testing capabilities, enabling AI-driven br…
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| 42208 |
youtube-mcp
Claim
Enables AI assistants to watch YouTube videos by extracting frames at scene cha…
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| 42209 |
mcp_server
Claim
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| 42210 |
MCP server for interacting with cloud deployments of Jetbrains Datalore platfor…
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| 42211 |
mcp-server-tron
Claim
A comprehensive MCP server that enables AI agents to interact with the TRON blo…
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| 42212 |
Nolas-Shadow
Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
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| 42213 |
Respira for WordPress
Claim
MCP server for AI-assisted WordPress editing across 12 page builders. 172 tools…
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| 42214 |
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
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| 42215 |
Giphy MCP Server
Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
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| 42216 |
PDF Tools MCP Server
Claim
Enables PDF file manipulation including merging, splitting, extracting pages, e…
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| 42217 |
Provide real-time weather data and forecasts to your applications. Enable agent…
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| 42218 |
WikiJS MCP Server
Claim
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
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| 42219 |
@neurynae/toolcairn-mcp
Claim
MCP tool discovery for AI agents — find, compare, verify tools across 35+ regis…
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| 42220 |
NumPy Computation Server
Claim
Perform advanced numerical computations and array manipulations using NumPy thr…
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| 42221 |
An implementation that enables interaction with the Solana blockchain through t…
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| 42222 |
Deep Research MCP
Claim
A Model Context Protocol compliant server that facilitates comprehensive web re…
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| 42223 |
Arthas MCP Proxy
Claim
Enables dynamic SSH connection to servers for real-time JVM diagnostics using A…
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| 42224 |
mcp-upbank
Claim
Enables querying Up Bank account transactions and spending habits through natur…
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| 42225 |
Query people and interaction transcripts from your PostgreSQL database. Quickly…
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| 42226 |
QuantJourney MCP Server
Claim
Connects AI assistants to 500+ financial data tools from 40+ providers via the …
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| 42227 |
mcp-pine
Claim
MCP server for PCSX2 and other emulators that speak the PINE protocol. Read and…
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| 42228 |
byterovermemory-mcp
Claim
A paid remote MCP for OpenAI Codex memory MCP, built to return verdicts, receip…
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| 42229 |
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| 42230 |
An MCP server implementation that integrates with Angle One APIs to provide sta…
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| 42231 |
Algonius Browser
Claim
An open-source MCP server that provides browser automation capabilities to exte…
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| 42232 |
Assists AI coding agents in understanding and implementing UTCP by providing do…
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| 42233 |
Peek
Claim
Enables AI agents to take screenshots of local web pages and capture user-selec…
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| 42234 |
ebenova-insights
Claim
Reddit and Nairaland keyword monitoring with AI reply drafts.
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| 42235 |
An MCP server that enables AI models to search the web using OpenAI's 4o-mini S…
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| 42236 |
Blender MCP Server
Claim
Exposes 50+ Blender tools (object manipulation, materials, animation, etc.) via…
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| 42237 |
Holiday Forever
Claim
Interactive photo gallery widget for a single Airbnb listing with price, rating…
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| 42238 |
arquivo-pt-mcp
Claim
An MCP server that enables Claude and other LLMs to search and access archived …
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| 42239 |
my-test
Claim
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| 42240 |
SimDoc MCP Server
Claim
Enables access to scientific simulation documentation and code snippets for sim…
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| 42241 |
ori-memory
Claim
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and …
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| 42242 |
An MCP server that enables the creation of Canvas Common Cartridge (.imscc) pac…
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| 42243 |
Enables MCP-compatible AI clients to access live crypto market data and AI-driv…
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| 42244 |
trend-pulse
Claim
MCP server for trend-pulse, an agentic trend intelligence platform that fetches…
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| 42245 |
mcp-argentina
Claim
MCP server for querying real-time Argentine economic data, including dollar exc…
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| 42246 |
Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, fundin…
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| 42247 |
Perplexity Server
Claim
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
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| 42248 |
my-first-agent
Claim
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| 42249 |
roger
Claim
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| 42250 |
Ideogram MCP Server
Claim
Enables image generation, editing, and description using Ideogram AI's models t…
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