MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39551 |
MCP server for portfolio rotation analysis. Score holdings and candidates acros…
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| 39552 |
incident-io-mcp-server
Claim
Enables interaction with Incident.io to manage incidents, severities, and healt…
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| 39553 |
MCP Streamable HTTP Demo
Claim
Demonstrates an MCP server with calculate and text_stats tools over Streamable …
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| 39554 |
Solana MCP Demo
Claim
Provides basic Solana RPC methods and prompts for AI models to interact with th…
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| 39555 |
whoop-mcp
Claim
Full read + write access to your Whoop fitness data via the private iOS API. 48…
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| 39556 |
Ghost MCP
Claim
Enables AI assistants to manage Ghost CMS content including posts, members, use…
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| 39557 |
agda-mcp-server
Claim
A stateful Model Context Protocol server for interactive Agda proof development…
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| 39558 |
Botoi MCP
Claim
49 developer utility tools for AI assistants. DNS lookup, WHOIS, IP geolocation…
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| 39559 |
rendaextra-mcp
Claim
MCP server exposing 95 categories of independent work, freelance, gig and side-…
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| 39560 |
Helps users decide what to eat by randomly selecting meals from a database of 1…
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| 39561 |
mybrain
Claim
A personal knowledge base MCP server with semantic search, storing thoughts in …
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| 39562 |
AnyDocs MCP Server
Claim
Transforms any website's documentation into an MCP-compatible interactive knowl…
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| 39563 |
Lovie Company Formation MCP is for AI coding tools. Form companies, manage bank…
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| 39564 |
iwantmymtg-mcp
Claim
MCP server for I Want My MTG that enables conversational search of Magic: The G…
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| 39565 |
cantianai_1
Claim
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| 39566 |
A Test MCP server that provides tools, promts and resources
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| 39567 |
Deepseek Thinker
Claim
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
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| 39568 |
NEXUS Memory MCP App
Claim
A sovereign, six-layer permanent memory system that provides users with a struc…
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| 39569 |
mcp-geraguard
Claim
Privacy protection: scans, tracker detection, data broker opt-outs.
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| 39570 |
Chess Engine MCP Server
Claim
Enables AI assistants to perform professional-grade chess analysis using Stockf…
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| 39571 |
mendix-mcp-server
Claim
Get fast, reliable Mendix guidance with curated best practices, troubleshooting…
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| 39572 |
Say Hello
Claim
Greet people by name with a friendly, personalized message. Make interactions w…
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| 39573 |
socrata-mcp
Claim
An MCP server that provides tools to search, query, and aggregate data from any…
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| 39574 |
deckbase
Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
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| 39575 |
HiveAttest
Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
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| 39576 |
mcp-server
Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
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| 39577 |
BrightSite
Claim
Manage BrightSite websites: pages, blog posts, components, forms, media, and an…
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| 39578 |
project-raspored
Claim
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| 39579 |
Enables searching and discovering machine learning papers, state-of-the-art ben…
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| 39580 |
MCP Server for AI agent identity and authorization. Create, verify, and manage …
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| 39581 |
supabase-homeskillet
Claim
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| 39582 |
0g-mcp-server
Claim
An MCP server enabling AI agents to interact with the 0G blockchain, including …
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| 39583 |
mcp-clinical-doc-agent
Claim
Enables analysis of clinical trial protocols using MCP tools for document listi…
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| 39584 |
psyche-ai
Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
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| 39585 |
token-meter
Claim
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…
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| 39586 |
Jokes MCP Server
Claim
Enables users to retrieve various types of jokes including Chuck Norris and Dad…
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| 39587 |
Intuition MCP Server
Claim
An HTTP stream server for interacting with the Intuition knowledge graph, enabl…
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| 39588 |
playwright-mcp
Claim
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| 39589 |
rednote-mcp-2
Claim
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| 39590 |
Meraki MCP Server
Claim
Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless i…
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| 39591 |
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| 39592 |
browser-use-mcp-server
Claim
browser-use packaged as an MCP server with SSE transport. includes a dockerfile…
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| 39593 |
pmcp
Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
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| 39594 |
GraphMemory-IDE
Claim
An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph databas…
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| 39595 |
embedding-search
Claim
Cloudflare Workers MCP server: embedding-search
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| 39596 |
mcp-multi-weather
Claim
MCP server for checking historical weather data for cities using OpenWeather AP…
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| 39597 |
xray-mcp-server
Claim
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| 39598 |
A unified MCP server for biomedical research that connects AI systems to resour…
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| 39599 |
sebit-mcp
Claim
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| 39600 |
yandex-searchapi-mcp
Claim
Provides tools for web, image, generative search, and Wordstat keyword statisti…
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