MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29449
Scored
2111
Verified
16952
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39551
mothanaprime
MCP server for portfolio rotation analysis. Score holdings and candidates acros…
39552
stuartphilp
Enables interaction with Incident.io to manage incidents, severities, and healt…
39553
flamekk
Demonstrates an MCP server with calculate and text_stats tools over Streamable …
39554
metaplex-foundation
Provides basic Solana RPC methods and prompts for AI models to interact with th…
39555
briangaoo
whoop-mcp Claim
Full read + write access to your Whoop fitness data via the private iOS API. 48…
N/A N/A
39556
antoinefamibelle
Ghost MCP Claim
Enables AI assistants to manage Ghost CMS content including posts, members, use…
39557
InvariantHoldings
A stateful Model Context Protocol server for interactive Agda proof development…
N/A N/A
39558
botoi
Botoi MCP Claim
49 developer utility tools for AI assistants. DNS lookup, WHOIS, IP geolocation…
81
39559
rafaellopes
MCP server exposing 95 categories of independent work, freelance, gig and side-…
39560
a2345sooted
Helps users decide what to eat by randomly selecting meals from a database of 1…
81
39561
robertsfeir
mybrain Claim
A personal knowledge base MCP server with semantic search, storing thoughts in …
39562
funky1688
Transforms any website's documentation into an MCP-compatible interactive knowl…
81
39563
lovieco
Lovie Company Formation MCP is for AI coding tools. Form companies, manage bank…
39564
matthewdtowles
MCP server for I Want My MTG that enables conversational search of Magic: The G…
39565
cantiandotai
cantianai_1 Claim
N/A N/A 95
39566
simple_mcp_http Claim 1
A Test MCP server that provides tools, promts and resources
N/A N/A 76
39567
ruixingshi
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
N/A N/A 95
39568
Syntria-ai
A sovereign, six-layer permanent memory system that provides users with a struc…
81
39569
geraservicesuk
Privacy protection: scans, tracker detection, data broker opt-outs.
N/A N/A 95
39570
alegerber
Enables AI assistants to perform professional-grade chess analysis using Stockf…
N/A N/A
39571
jordnlvr
Get fast, reliable Mendix guidance with curated best practices, troubleshooting…
N/A N/A 95
39572
david-choi-querypie
Say Hello Claim
Greet people by name with a friendly, personalized message. Make interactions w…
N/A N/A 95
39573
pathennessy
socrata-mcp Claim
An MCP server that provides tools to search, query, and aggregate data from any…
39574
hawk20605
deckbase Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
81
39575
srotzin
HiveAttest Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
39576
hahongchul
mcp-server Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
N/A N/A 95
39577
BrightSiteHQ
BrightSite Claim
Manage BrightSite websites: pages, blog posts, components, forms, media, and an…
39578 N/A N/A 95
39579
philglazer
Enables searching and discovering machine learning papers, state-of-the-art ben…
81
39580
AiAgentKarl
MCP Server for AI agent identity and authorization. Create, verify, and manage …
N/A N/A
39581 N/A N/A 95
39582
opencolin
An MCP server enabling AI agents to interact with the 0G blockchain, including …
39583
Aditya-Khadye
Enables analysis of clinical trial protocols using MCP tools for document listi…
N/A N/A
39584
Shangri-la-0428
psyche-ai Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
N/A N/A 95
39585
whdrnr2583-cmd
token-meter Claim
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…
N/A N/A
39586
MinjoonHK
Enables users to retrieve various types of jokes including Chuck Norris and Dad…
81
39587
0xIntuition
An HTTP stream server for interacting with the Intuition knowledge graph, enabl…
39588 N/A N/A 95
39589 N/A N/A 95
39590
yujiterada
Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless i…
39591
E-ditital1000
kolokwa_connect Claim
N/A N/A 95
39592
co-browser
browser-use packaged as an MCP server with SSE transport. includes a dockerfile…
N/A N/A 95
39593
noahgift
pmcp Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
N/A N/A 95
39594
elementalcollision
An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph databas…
39595
lazymac2x
Cloudflare Workers MCP server: embedding-search
39596
igalarzab
MCP server for checking historical weather data for cities using OpenWeather AP…
39597 N/A N/A 95
39598
fastmcp-me
A unified MCP server for biomedical research that connects AI systems to resour…
39599
gujung9139
sebit-mcp Claim
N/A N/A 95
39600
shufl9dka
Provides tools for web, image, generative search, and Wordstat keyword statisti…
Showing 39551–39600 of 43365 servers
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