MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20451
sdeiley
monarch-mcp Claim
Provides an MCP server for querying and managing Monarch Money personal finance…
B 75 33 72 N/A N/A 53 95
20452
pickelfintech
mcp Claim 1
Institutional 13F intelligence: 8,600+ managers, holdings, peer search, sector …
B 75 33 94 N/A N/A 34 83
20453
Gennadiyev
STS2MCP Claim
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and t…
B 75 33 66 N/A N/A 65 95
20454
codeocean
Provides tools to search and execute Code Ocean capsules and pipelines while ma…
B 75 44 86 67 60 81
20455
jjang-ai
vmlx Claim 1
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L…
B 75 33 60 N/A N/A 73 95
20456
jasoncbraatz
fintable-mcp Claim
An unofficial MCP server for fintable.io that enables AI assistants to manage f…
B 75 33 76 N/A N/A 47 95
20457
HoulaBola
mcptest Claim
B 75 33 84 N/A N/A 32 95
20458
Haiku-Trading
Haiku DeFi MCP Claim 1
DeFi execution for AI agents — swap, lend, bridge, and yield across 22 chains.
B 75 33 96 N/A N/A 52 67
20459
diaorui
Enables AI agents to trade leveraged perpetual futures on Solana's Jupiter Perp…
B 75 44 96 72 40 77
20460
wyre-technology
hudu-mcp Claim 1
An MCP server for the Hudu IT documentation platform that provides 39 tools and…
B 75 44 75 63 82 82
20461
dingdawg
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
B 75 33 84 N/A N/A 51 83
20462
ro-ro-b
DUAL MCP Server Claim
Enables AI agents to interact directly with the DUAL Web3 Operating System for …
B 75 44 96 75 35 80
20463
Sealjay
mcp-whatsapp Claim
Single-binary Go MCP server that wraps whatsmeow to expose a personal WhatsApp …
B 75 33 72 N/A N/A 55 95
20464
compagnt
Enables AI assistants to interact with ProjectHub for comprehensive project man…
B 75 43 80 72 N/A 53 90
20465
nnar1o
kg Claim
Local knowledge graph memory MCP server for AI assistants.
B 75 33 56 N/A N/A 82 95
20466
ivanantigravity-lgtm
Perplexity MCP server backed by the Polza.ai chat completions API.
B 75 33 60 N/A N/A 74 95
20467
superseoworld
Spotify Server Claim 2
Access Spotify's music catalog and interact with tracks, albums, and artists.
B 75 43 84 71 N/A 41 94
20468
wickproject
Wick Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
B 75 33 72 N/A N/A 54 95
20469
ChenLiangChong
knowledge-graph Claim
Long-term memory system for AI agents that accumulates domain expertise through…
B 75 33 72 N/A N/A 52 95
20470
scalarian
oh-my-codex Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
B 75 33 72 N/A N/A 54 95
20471
Chykalophia
Enables comprehensive ClickUp workspace management through 170+ AI-powered tool…
B 75 44 78 71 66 81
20472
DMontgomery40
bambu-printer-mcp Claim 1
MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio slicing, a…
B 75 43 81 70 N/A 55 87
20473
ashwwwin
furi Claim
CLI & API for MCP management
B 75 43 96 61 N/A 32 95
20474
BrunoKrugel
echo-mcp Claim
A zero-configuration Go library to automatically expose any existing Echo web f…
B 75 44 84 62 73 80
20475
gregario
tft-oracle Claim
Teamfight Tactics champion, trait, item, and augment reference. 8 tools with fu…
B 75 33 72 N/A N/A 54 95
20476
seanwinslow28
vault-knowledge Claim
Read-only MCP over a vault's typed knowledge graph: concept search, contradicti…
B 75 33 66 N/A N/A 64 95
20477
cyanheads
open-meteo-mcp-server Claim 1
Global weather via Open-Meteo: forecast, ERA5 archive, marine, air quality, geo…
B 75 33 72 70 83
20478
levnikolaevich
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Ag…
B 75 33 60 N/A N/A 75 95
20479
yellow-hammer
MCP для команд 1c-platform-tools. Нужно расширение 1c-platform-tools с включённ…
B 75 43 66 73 N/A 81 83
20480
georgeantonopoulos
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos…
B 75 44 90 66 N/A 54 80
20481
carsonroell-debug
SelfHeal MCP Claim
Self-healing proxy for MCP servers with retry, circuit breaker, and observabili…
B 75 33 78 N/A N/A 42 95
20482
Blackman99
agent-browser-mcp Claim
Exposes the local agent-browser CLI as MCP tools for browser automation and pro…
B 75 33 56 N/A N/A 79 95
20483
conaman
unreal-mcp-ue4 Claim
Enables AI agents to control and query Unreal Engine 4.27.2 editor through MCP,…
B 75 33 60 N/A N/A 72 95
20484
andrewwgordon
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
B 75 33 76 N/A N/A 46 95
20485
CSOAI-ORG
code-executor-mcp Claim
code-executor-mcp MCP server by MEOK AI Labs
B 75 33 72 N/A N/A 52 95
20486
EthanAckerman-git
preflight-ios-mcp Claim
57 tools for AI-powered iOS Simulator automation — tap, swipe, type, screenshot…
B 75 33 72 N/A N/A 55 95
20487
onetrueclaude-creator
Find where your notes disagree — contradiction detection for markdown vaults.
B 75 33 72 N/A N/A 52 95
20488
ExpertVagabond
oracle-cloud Claim
Oracle Cloud Infrastructure MCP server
B 75 43 90 60 N/A 55 88
20489
dynamics365ninja
Enables AI-assisted X++ development for Dynamics 365 Finance and Operations by …
B 75 43 96 41 64 90
20490
olgasafonova
Connect to any MediaWiki wiki (Wikipedia, Fandom, corporate wikis). 33+ tools f…
B 75 43 88 45 84 83
20491
JiantaoFu
appinsightmcp Claim
B 75 33 72 N/A N/A 54 95
20492
cvrt-jh
clickup-mcp Claim
Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller respons…
B 75 43 82 53 N/A 78 85
20493
chinawsb
Enables AI assistants to compile Delphi projects and single units directly thro…
B 75 43 84 53 N/A 69 89
20494
Smart-AI-Memory
empathy-framework Claim
Five-level AI collaboration system with persistent memory and anticipatory capa…
B 75 43 60 70 N/A 85 92
20495
pangeacyber
Pangea MCP Server Claim 1
A Model Context Protocol server that provides Claude with access to Pangea's se…
B 75 44 69 75 77 81
20496
noeatme
servers Claim
B 75 43 86 58 N/A 53 95
20497
sarveshtalele
personal-finance Claim
54 robust financial calculators based on deterministic mathematical principles.
B 75 33 72 N/A N/A 55 95
20498
YosefHayim
ebay-mcp Claim
Provides AI assistants with comprehensive access to eBay's Sell APIs, including…
B 75 43 64 61 86 95
20499
asynkor
asynkor Claim
Coordination layer for AI coding agents working on the same codebase. Adds file…
B 75 33 78 43 95
20500
ifindv
Serial MCP Server Claim
Enables LLMs to communicate with hardware devices via serial ports. Provides to…
B 75 33 66 N/A N/A 65 95
Showing 20451–20500 of 66518 servers
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