MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29814
Scored
2112
Verified
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57201
modus-agendi
Start, observe, and interact with Claude Managed Agents from any MCP client — l…
57202
Borys520
Exposes OpenAI's gpt-image-2 (image generation and editing) as an MCP server fo…
N/A N/A
57203
linggen
linggen-mcp Claim
N/A N/A 95
57204
dminhk
Serves as a Model Context Protocol server that provides tools to look up Amazon…
N/A N/A 95
57205 N/A N/A 95
57206
daniilpet
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
N/A N/A
57207
PabloPauling
Validates the physical and chemical plausibility of ligand–protein docking pose…
57208
ENGRZULQARNAIN
MCP server enabling AI models to list S3 buckets, objects, and download files s…
57209
lupikovoleg
Provides Instagram analytics, media downloads, and search capabilities through …
57210
alxgmpr
serial-mcp Claim
MCP server that lets LLMs talk to serial devices: microcontrollers, routers, mo…
N/A N/A
57211
MetaThreads
Unofficial MCP server for Meta's Threads API. Enables LLMs like Claude to publi…
57212
matteoantoci
Provides financial data tools including stock prices, news, forex, fundamentals…
57213
pipeworx-io
mcp-cricket Claim
Wraps CricAPI to provide live cricket data, enabling AI agents to query cricket…
57214
lesleslie
Enables AI agents to create and manipulate live visual diagrams on an Excalidra…
N/A N/A
57215
hoon
brave-search Claim
N/A N/A 95
57216
jalateras
weather Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
N/A N/A
57217
benswel
qr-for-agent Claim
Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes
N/A N/A 95
57218
jxbaoxiaodong
Enables analysis of FTIR spectra by accepting peak lists, natural-language desc…
57219
grahamton
An MCP server that gives AI agents eyes on any e-commerce storefront, enabling …
N/A N/A
57220
zuansah.munggaran
pripera Claim
N/A N/A 95
57221
Snseam
Enables AI assistants to automate BOSS直聘 recruitment tasks including candidate …
N/A N/A
57222
poojitha-rachuri
Provides comprehensive access to MoEngage documentation from developers, help, …
81
57223
deficlow
Search 6,500+ curated AI applications from the HyperStore directory. 8 tools (k…
57224
mav92121
Enables AI agents to manage routes via Syncnox backend, with tools to add stops…
57225
0xh3x
vsc-mcp Claim
Enables interaction with VSCode and its forks like Cursor and Windsurf, support…
N/A N/A
57226
bitgett
q402-mcp Claim
Q402 — gasless payments on 10 EVM chains + CCIP bridge (eth/avax/arbitrum). San…
N/A N/A
57227
amigo-ai
forge-mcp Claim
Prototype MCP server enabling coding agents to manage Amigo Agent Forge operati…
57228
NacoSolutions
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
N/A N/A 95
57229
alehayeb
Provides MCP tools for setting up and managing Hephaestus development environme…
N/A N/A
57230
theta4ai
Theta Health MCP is a HIPAA-complaint intelligent memory layer for your health …
81
57231
yesc97
Enables biopharma catalyst research by aggregating signals from ClinicalTrials.…
57232 N/A N/A 95
57233
elevanaltd
Enables interaction with SmartSuite workspace data through natural language, pr…
81
57234
kavipriya
mcp_123 Claim
N/A N/A 95
57235
Ejb503
Enable AI agents to interact with Reddit by reading posts, creating content, an…
N/A N/A 95
57236
CSOAI-ORG
ecommerce-ai-mcp MCP server by MEOK AI Labs
N/A N/A
57237
melisa-l
A Model Context Protocol server for Microsoft Fabric that enables AI agents to …
57238 N/A N/A 95
57239
xdevplatform
A local MCP server that exposes the X API (formerly Twitter API) as tools, enab…
N/A N/A
57240
Draco-Cheng
A smart documentation system that helps AI assistants understand and follow you…
N/A N/A
57241
geraservicesuk
GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (…
N/A N/A 83
57242
IanGuiloff
LeyChile MCP Claim
MCP server that connects AI to the Chilean legislation system (Ley Chile) for r…
57243
NovadaLabs
novada-mcp Claim
One MCP server. All web data. Search, scrape, crawl, proxy, and AI research — i…
57244
Eureka-Labo
Enables task management and automated development tracking for Eureka Labo proj…
81
57245
Isak-Landin
Docker MCP Claim
Enables remote Docker management over SSH via a local MCP server, providing too…
N/A N/A
57246
Pikaivan
ConvRadar Claim
GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device …
57247
xiaobenyang-com
An MCP server for obtaining the README content, metadata and search function of…
N/A N/A 95
57248
wangdiandao
A Godot 4 MCP server for AI-assisted project inspection, editing, validation, a…
N/A N/A
57249
stephenpjones
An MCP server that combines sequential thinking with persistent memory through …
57250
Teja-sudo
Provides PostgreSQL database management and analysis via MCP, enabling schema e…
Showing 57201–57250 of 57357 servers