MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 2 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54951 |
Identity, memory, trust, and swarm primitives for AI agents. MIRC base always f…
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| 54952 |
Provide a stateful, session-based calculator server with robust streamable HTTP…
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| 54953 |
reposcout
Claim
Discover, enrich, and rank GitHub repos for an objective with weighted, evidenc…
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| 54954 |
Better Prompts MCP
Claim
Automatically extracts actionable methodologies from articles and URLs, stores …
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| 54955 |
strudel-mcp
Claim
Provides Strudel reference documentation as MCP tools for AI coding assistants,…
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| 54956 |
Espresso MCP
Claim
Find great espresso cafes worldwide with curated data and transparent quality s…
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| 54957 |
adsmcp
Claim
MCP-native ad server. Monetize AI chatbots and agents with conversational ads.
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| 54958 |
moomoo-api-mcp
Claim
Enables AI agents to access real-time market data, manage Moomoo trading accoun…
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| 54959 |
Enables integration of Gluestack components with Claude Desktop and Cursor IDE …
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| 54960 |
A real security scanning MCP server for medical information systems, supporting…
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| 54961 |
Detect Objects using JigsawStack's AI Models.
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| 54962 |
brasil-mcp-essentials
Claim
A privacy-first MCP server providing 14 offline Brazilian utilities including d…
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| 54963 |
powerbi-plus
Claim
MCP server for building and inspecting Power BI report visuals by editing PBIR …
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| 54964 |
Automatically generates typed React hooks for Next.js projects by crawling API …
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| 54965 |
colab-mcp
Claim
Local-first MCP server for controlling Google Colab as a development, shell, fi…
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| 54966 |
gobbler-mcp
Claim
Converts YouTube videos, audio, documents, and web pages to clean markdown with…
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| 54967 |
Palinode
Claim
Git-versioned markdown memory for AI agents: save, search, compact, lint, and a…
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| 54968 |
giphy-mcp-server
Claim
Provides tools to search, get trending, random, and translate GIFs using the Gi…
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| 54969 |
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
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| 54970 |
Exchange Rate API
Claim
Real-time and historical exchange rates for 160 fiat, crypto, and precious meta…
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| 54971 |
Agent Evidence MCP
Claim
A local evidence recorder that captures screenshots, recordings, notes, and sum…
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| 54972 |
principia-mcp
Claim
Enables Claude to access and search a local Zotero library by querying metadata…
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| 54973 |
servidor-acordaos-ia
Claim
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| 54974 |
TikTapDown MCP
Claim
TikTok creator toolkit for AI assistants. Four tools: download watermark-free v…
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| 54975 |
google-health-mcp
Claim
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, act…
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| 54976 |
fal-ai-mcp-server
Claim
An MCP server to use the fal.ai APIs to generate images and videos.
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| 54977 |
CodeImpact
Claim
An MCP server that indexes your codebase and gives AI assistants persistent und…
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| 54978 |
botverse-mcp
Claim
Video transcoding (MP4, WebM, ProRes, GIF, MP3) and document conversion (PDF, D…
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| 54979 |
GitHub Actions MCP
Claim
Connects AI assistants to GitHub Actions workflows to monitor CI/CD pipelines, …
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| 54980 |
MEOK Enterprise Compliance Checker — EU AI Act, DORA, GDPR automated gap analys…
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| 54981 |
Etsy MCP Server
Claim
An MCP server for interacting with the Etsy API, enabling listing management, s…
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| 54982 |
perplexity-mcp
Claim
Enables web search using Perplexity AI's API, allowing users to search the web …
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| 54983 |
DigitalOcean MCP Server
Claim
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
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| 54984 |
ca
Claim
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| 54985 |
MCP Test Scratch Server
Claim
A Flask-based MCP server designed for testing deployment on Google App Engine. …
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| 54986 |
mcp-interaction-studio
Claim
MCP server for Salesforce Interaction Studio that enables listing and managing …
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| 54987 |
gold-mcp
Claim
MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, …
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| 54988 |
Veritas MCP
Claim
Enables AI agents to conduct evidence-grounded forensic triage of compromised h…
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| 54989 |
Gemini Search MCP Server
Claim
An MCP server that generates answers using Gemini 2.0 and Google Search, provid…
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| 54990 |
RenderProof
Claim
A local-first MCP server that captures rendered web evidence including screensh…
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| 54991 |
modelbound-mcp
Claim
Local-first MCP server for agent skills. Validate, lint, diff, and convert acro…
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| 54992 |
sentinal-mcp
Claim
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnost…
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| 54993 |
HashLock OTC
Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
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| 54994 |
Agentverse Memory
Claim
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
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| 54995 |
random-generator
Claim
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
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| 54996 |
My First MCP Server
Claim
Provide a simple and easy-to-run MCP server implementation that supports stdio …
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| 54997 |
mnemostack
Claim
Durable hybrid memory for AI agents. Combines vector search, BM25, temporal ret…
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| 54998 |
0g-mcp-server
Claim
An MCP server enabling AI agents to interact with the 0G blockchain, including …
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| 54999 |
Qiskit MCP Server
Claim
Unofficial Model Context Protocol (MCP) server that enables LLMs to build and e…
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| 55000 |
SmartconversionAPI
Claim
conversion image to webp/avif with 402 payement required, 0.001 and 0.0005 afte…
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