MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39801 |
File Extractor Service
Claim
Extract content and metadata from various file formats including PDF, DOC, DOCX…
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| 39802 |
gainium-mcp
Claim
MCP server for Gainium — manage trading bots, deals, and balances via AI assist…
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| 39803 |
CVpop
Claim
# CVpop MCP Server
Create and customize professional CVs and resumes directly …
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| 39804 |
Forge Treasury
Claim
Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent t…
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| 39805 |
Bruin
Claim
MCP server for AI agents to read, write, and organize notes in a local-first, h…
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| 39806 |
naninovel-mcp
Claim
A Unity C# plugin that enables AI assistants to write, edit, and test visual no…
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| 39807 |
apprentice-mcp
Claim
Enables AI assistants to act as apprentices that learn from users through the a…
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| 39808 |
Logic MCP Server
Claim
A backend server that executes advanced logic primitives and cognitive operatio…
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| 39809 |
mcp-tldr
Claim
MCP server that exposes llm-tldr code analysis tools (tree, structure, context,…
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| 39810 |
poa-bus-mcp
Claim
Access bus stops, routes, and real-time information for Porto Alegre's public t…
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| 39811 |
pulsenetwork
Claim
914 paid market-data & token-safety endpoints — keyless x402 USDC: Base, Solana…
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| 39812 |
Arduino MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for Arduino CLI interaction…
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| 39813 |
graphpilot
Claim
Structural memory for coding agents. Indexes TypeScript/JavaScript repos and ex…
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| 39814 |
mcpu
Claim
MCP server for managing Cloudflare Workers via Cloudflare Artifacts. Enables ed…
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| 39815 |
docubridge
Claim
Provides AI assistants with direct access to local Markdown documentation libra…
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| 39816 |
praesentire-mcp
Claim
Bilingual financial news sentiment (English + Traditional Chinese) scored by Cl…
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| 39817 |
platform-adapter-mcp
Claim
Wraps multiple bug bounty platform APIs (HackerOne, Bugcrowd, etc.) behind a un…
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| 39818 |
MCP Academic Editor
Claim
A sophisticated academic manuscript revision system that provides surgical, lin…
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| 39819 |
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
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| 39820 |
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
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| 39821 |
RCLL
Claim
Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM o…
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| 39822 |
MCP Server + LLM Agent
Claim
Enables users to interact with a set of tools via an LLM agent, allowing natura…
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| 39823 |
simpliq-server
Claim
Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Map…
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| 39824 |
Webpage MCP
Claim
Enables AI assistants to control your webpage via MCP, allowing navigation, scr…
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| 39825 |
MCP AEMPS — CIMA
Claim
MCP server for the Spanish AEMPS CIMA pharmaceutical registry (20,000+ authoris…
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| 39826 |
Kamy
Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
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| 39827 |
Crypto MCP Server
Claim
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
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| 39828 |
browserbase
Claim
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| 39829 |
minimal-gdocs
Claim
A minimal MCP server for creating and updating Google Docs from markdown.
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| 39830 |
UniArticles MCP Server
Claim
Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…
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| 39831 |
agentcivics
Claim
Decentralized civil registry for AI agents on Sui. Soulbound identities, on-cha…
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| 39832 |
neo
Claim
Portafolio argentino consolidado, precios BYMA en vivo, cauciones y ordenes. So…
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| 39833 |
thatsme MCP Issuer
Claim
Enables teams to automate certificate issuance and query engagement data from t…
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| 39834 |
SQL Server MCP
Claim
Provides secure, read-only access to Microsoft SQL Server with multi-layer prot…
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| 39835 |
mcp-arcgis-onkaparinga
Claim
Provides access to City of Onkaparinga's open geospatial data via ArcGIS, enabl…
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| 39836 |
mcp-agro-brasil
Claim
Provides Brazilian agribusiness data such as livestock, crop prices, weather, e…
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| 39837 |
caelian
Claim
Live competitive intelligence for B2B teams — signals, threat rankings, and rev…
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| 39838 |
MCP server for orchestrating Node.js development servers (backend, frontend, da…
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| 39839 |
Demonstrate and validate the Model Context Protocol server implementation with …
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| 39840 |
McpDeepResearch
Claim
An MCP server that enables academic research by searching Google Scholar, fetch…
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| 39841 |
gh-attach
Claim
Enables AI applications to upload images and videos to GitHub issues, pull requ…
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| 39842 |
agentiam-mcp
Claim
Stdio MCP wrapper for AgentIAM's 18 x402 endpoints — agent safety + intelligenc…
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| 39843 |
clockify_mcp
Claim
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| 39844 |
NEAT MCP Server
Claim
Provides AI agents with a live architecture model of a codebase, enabling queri…
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| 39845 |
An MCP server that provides speech-to-text transcription and speaker diarizatio…
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| 39846 |
RAG_0 MCP Task Planner
Claim
A local Python MCP server that creates a GitHub issue, Notion task page, and Go…
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| 39847 |
PromptGuard
Claim
Scan prompts for injection attacks, redact PII, and audit LLM SDK usage from an…
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| 39848 |
self-healing-infrastructure-mcp MCP server by MEOK AI Labs
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| 39849 |
Thailand NSO MCP Server
Claim
Enables natural language discovery, querying, and analysis of Thailand's offici…
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| 39850 |
Enables chat-based interaction with PostgreSQL databases, supporting table list…
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