MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24501
YouTube search interest and trend data over time, with growth metrics. Free key…
67
24502
MCP-Mirror
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
81
24503
33jrdd
Enables AI assistants to interact with running Roblox game instances by inspect…
N/A N/A 95
24504 N/A N/A 95
24505
dhruvvenkat
A local MCP server that transforms an Obsidian vault into a structured learning…
N/A N/A
24506
ebarros23
Provides access to comprehensive U.S. and international energy data from the EI…
81
24507
ddonathan
An MCP server that enables LLMs to interact with IT Glue documentation, includi…
81
24508 N/A N/A 95
24509
LuiccianDev
A Python server implementing Model Context Protocol for advanced Microsoft Word…
N/A N/A 95
24510
yoursissu.me
isk-hub Claim
N/A N/A 95
24511
kortexa-ai
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
81
24512
meridian-edge
Real-time prediction market consensus data for AI agents
N/A N/A
24513
zjl13031
prection Claim
预测运势能力mcp
N/A N/A 95
24514
Wagmi-Tech-Co
A Model Context Protocol server that enables Claude to interact with Mattermost…
81
24515
kooetimu1999
fdd Claim
N/A N/A 95
24516
IsaacCode0107
A simple MCP server that provides a terminal tool for executing shell commands …
81
24517
0xbohu
Enables AI agents to interact with MNEE stablecoin on Bitcoin SV, including che…
81
24518
keremurat
JSON Compare Claim
Compare two JSON files deeply without worrying about key or array order. Detect…
N/A N/A 95
24519
igledaniel
tourmis Claim
N/A N/A 95
24520
lorenzocean
lims-s Claim
N/A N/A 95
24521
docat0209
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
N/A N/A 95
24522
v4lheru
An enhanced Model Context Protocol server that enables AI assistants to interac…
81
24523
pipeworx-io
wikipedia Claim
Wikipedia MCP — wraps Wikipedia REST API (free, no auth)
24524
sh-patterson
legiscan Claim
N/A N/A 95
24525
rishabhg
growwmcp Claim
N/A N/A 95
24526
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
81
24527
Reculi
mcp server for weather information query
N/A N/A 95
24528
John-Chan
A production-ready starter template for building Model Context Protocol (MCP) s…
81
24529
RapierCraft
mcp-server Claim
Web scraping MCP server — scrape, extract structured data, screenshot any site …
N/A N/A
24530 N/A N/A 95
24531
lightfastai
Connects creative applications like Blender and Adobe Creative Suite to AI mode…
N/A N/A 95
24532
mbrassey
solentic Claim
Native Solana staking infrastructure for AI agents — 18 MCP tools for stake, un…
81
24533
caboose-mcp
Caboose MCP Claim
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
24534
Corbell-AI
Corbell Claim
AI-powered spec generation and review using multi-repo code graph intelligence …
N/A N/A
24535
dronreef2
Search the web with full-page retrieval and contextual results. Translate text …
N/A N/A 95
24536
tarunjain15
A framework for building hot-loadable MCP tools that feature conversational neg…
81
24537
teampromptpioneers
Enables generation of enterprise-grade software templates with built-in GDPR/Sw…
81
24538 N/A N/A 95
24539
rushabhjoshi3727
reddit_mcp Claim
N/A N/A 95
24540
toutcreer
FINOPTIMA Claim
AI trading agent: multi-pool AMM, 4 strategies, marketplace, copy trading. 35 t…
N/A N/A 83
24541
@itskaransingh
docling-mcp-dev Claim
N/A N/A 95
24542
ndeast
Provides Claude with SQL access to Hevy workout history and personal training c…
N/A N/A 95
24543
schwarztim
Enables monitoring and control of EcoFlow Power Stations and devices through th…
81
24544
Sl-m
Slack Claim
Manage workspace communications by sending messages, replying to threads, and s…
81
24545
pmat-agent Claim 1
Zero-config AI context generation and code quality toolkit with Claude Code Age…
N/A N/A 81
24546
SOevHTRZ
Provide a basic MCP server implementation for testing purposes. Enable interact…
N/A N/A 95
24547
TheAgencyInstitute
Enables AI agents to track and manage product development projects through stru…
N/A N/A 95
24548
blas0
code2mcp Claim
Enables execution of TypeScript code to call MCP tools instead of direct tool c…
N/A N/A 95
24549 N/A N/A 95
24550
paracetamol951
Search and navigate local files with flexible glob patterns and precise text qu…
N/A N/A 95
Showing 24501–24550 of 30006 servers
« Prev 1 489 490 491 492 493 601 Next »