MCP Server Quality Scores

Independent quality analysis of 44526 public MCP servers

44526
Discovered
29496
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2351
YuChenSSR
multi-ai-advisor Claim
A Model Context Protocol (MCP) server that queries multiple Ollama models and c…
B 78 55 68 100 N/A 53 90 73
2352
morsa-dev
mb-mcp Claim
A standalone Node.js MCP server designed for Memory Bank workflows that enables…
B 78 55 69 100 38 81 94
2353
hummbl-dev
HUMMBL MCP Server Claim 2
Provides access to the HUMMBL Base120 framework of 120 validated mental models …
B 78 55 72 82 78 81 80
2354
jefdiesel
clawphunks Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
B 78 54 86 71 N/A 32 95 94
2355
vinnyang
Enables AI assistants to search and fetch documentation content from Adobe Expe…
B 78 54 94 68 N/A 24 95 94
2356
sammcj
mcp-package-docs Claim 1
An MCP server that provides LLMs with efficient access to package documentation…
B 78 54 79 58 N/A 68 95 90
2357
tristau
Provides weather data integration using the OpenWeatherMap API, enabling users …
B 78 55 86 57 69 81 99
2358
Unleash
unleash-mcp Claim 1
MCP server for managing Unleash feature flags
B 78 54 75 71 N/A 60 90 89
2359
DynamicDeals
gunsnation Claim 2
MCP server for real-time access to the Gunsnation firearms catalog and specific…
B 78 44 79 N/A N/A 48 83 96
2360
prtc
Provides seamless access to the NASA Astrophysics Data System (ADS) for searchi…
B 78 55 94 66 44 81 95
2361
Pandoll-AI
Draw-it-MCP Claim
A browser-based drawing application with AI integration that enables Claude to …
B 78 54 94 50 N/A 47 95 96
2362
arbuthnot-eth
PayPal MCP Server Claim
A server that provides integration with PayPal's APIs, enabling seamless intera…
B 78 55 96 75 43 76 89
2363
sureshsankaran
Enables comprehensive management of Obsidian vaults with full CRUD operations, …
B 78 54 94 65 N/A 27 90 100
2364
mixelpixx
CodeSeeker-MCP Claim 1
Advanced code search and transformation MCP server for AI assistants. Combines …
B 78 54 94 62 N/A 39 87 99
2365
dcSpark
MCP Dockmaster allows you to easily install and manage MCP servers. Available f…
B 78 55 94 47 N/A 73 80 96
2366
robobobby
mcp-nordic Claim 1
Provides access to a suite of Nordic data tools covering Danish business record…
B 78 55 90 75 30 83 96
2367
xiaobenyang-com
calculator Claim 1
A fully functional calculator server based on Model Context Protocol (MCP), pro…
B 78 64 78 80 84 45 95 78
2368
victorgulchenko
Mimiq MCP Claim
Your AI coding agent tests pages, copy, and flows on simulated users while buil…
B 78 66 84 66 95 42 81 89
2369
enginSacan
Enables AI assistants to run and analyze pytest tests for desktop applications …
B 78 55 100 100 N/A 21 95 50
2370
trackerfitness729-jpg
Deploy live HTTPS websites in seconds. Instant subdomains ($1 USDC) or custom .…
B 78 54 78 68 50 95 95
2371
ozipi
Enables interaction with Reddit through OAuth 2.1 authentication, providing too…
B 78 55 100 60 50 81 90
2372
Im-Hal-9K
Capacities-MCP-Plus Claim 1
An enhanced MCP server for the Capacities knowledge management app. Features …
B 78 54 78 67 N/A 52 91 95
2373
dushyant30suthar
endiagram-mcp Claim 1
EN Diagram — structural verification for concurrent systems. Pure math, no AI.
B 78 66 71 80 96 38 81 94
2374
kristofer84
Enables secure read-only access to PostgreSQL databases, allowing users to list…
B 78 55 100 58 51 77 93
2375
sanderkooger
An MCP server implementation that provides tools for retrieving and processing …
B 78 55 79 63 79 78 96
2376
philogicae
A Python MCP server that allows programmatic interaction to find torrents progr…
B 78 55 72 82 76 81 77
2377
TheNomadInOrbit
Vision MCP Server Claim
Enables vision capabilities for any AI model by routing image analysis requests…
B 78 55 86 72 46 81 95
2378
debridge-finance
debridge-mcp Claim 1
deBridge MCP
B 78 66 71 80 88 55 81 88
2379
Jutop
SSH Linux Control Claim
Enables remote Linux VM management via SSH with automatic safety checks for des…
B 78 55 71 91 N/A 28 95 93
2380
RyoJerryYu
A Python package enabling LLM models to interact with the Memos server via the …
B 78 54 100 40 N/A 62 90 93
2381
tomellen
SR P3 MCP Server Claim 2
An MCP server providing access to Sveriges Radio's P3 channel music playlists, …
B 78 55 77 66 65 83 98
2382
TomBener
Enables comprehensive management of DEVONthink records and databases, including…
B 78 54 92 61 N/A 35 95 95
2383
markswendsen-code
HelloFresh MCP Server Claim 1
Enables AI assistants to manage HelloFresh meal kit accounts by browsing menus,…
B 78 54 90 72 N/A 30 87 100
2384
kubeshark
mcp Claim
Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC…
B 78 54 90 31 N/A 83 92 99
2385
CanopyHQ
phloem Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
B 78 54 100 27 N/A 78 94 92
2386
wei
MCP server for querying the official MCP registry.
B 78 55 57 100 N/A 49 95 85
2387
effytech
Freshservice MCP server
B 78 55 88 71 47 81 94
2388
pulsemcp
vercel Claim 2
MCP server for Vercel — manage deployments and view build and runtime applicati…
B 78 54 86 72 N/A 76 69 88
2389
domdomegg
Downdetector Claim
Check service status and outage information via Downdetector.
B 78 55 78 100 N/A 66 95 42
2390
grafana
loki-mcp Claim
An MCP ( Model Context Protocol ) Server for Grafana Loki
B 78 54 72 67 N/A 56 95 100
2391
danhilse
notion_mcp Claim 1
Integrates with Notion's API to manage personal todo lists
B 78 55 94 66 42 80 100
2392
PaulieB14
MCP server that lets AI agents search the substreams.dev package registry.
B 78 55 82 62 72 82 92
2393
shannonlal
Postman MCP Server Claim
Enables running Postman collections using Newman for conducting API tests and o…
B 78 55 96 100 61 82 39
2394
worldnine
This server facilitates interaction with cosense/Scrapbox projects, enabling us…
B 78 55 78 68 72 82 92
2395
nickytonline
A starter template for building remote Model Context Protocol servers using Typ…
B 78 55 80 60 67 84 100
2396
MarkdownLM
Provides a persistent memory and governance layer that allows AI coding agents …
B 78 55 86 68 58 81 91
2397
pchalupa
SVGR MCP Server Claim 1
Converts SVG content into React components with configurable options including …
B 78 55 78 100 N/A 57 95 48
2398
pokutuna
provides direct access to your browser's open tabs content. No additional fetch…
B 78 54 66 58 N/A 84 90 99
2399
2b3pro
Roam Research Claim
Provides comprehensive access to Roam Research's API functionality. This server…
B 78 55 82 73 81 80 73
2400
nicholasglazer
gnosis-mcp Claim
Zero-config MCP server for searchable documentation. Loads markdown into SQLite…
B 78 54 88 41 N/A 73 95 92
Showing 2351–2400 of 44526 servers
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