MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53701
acartine
shemcp Claim
An MCP server that provides sandboxed shell command execution with configurable…
N/A N/A
53702
NoBanks
MCP server for PTC ThingWorx, the IIoT platform, providing 8 tools for AI agent…
53703
rkashyapa
qualitastech Claim
N/A N/A 95
53704
BillNobill
Enables AI agents to manage Jira projects and issues using natural language, in…
53705
lakehouse-42
MCP server for Lakehouse42, enabling code-first tool discovery, hybrid search, …
53706
busse
Modular MCP server for interacting with a Flipper Zero from MCP-capable clients…
N/A N/A
53707
jmpnop
Enables AI assistants to perform autonomous binary analysis, malware inspection…
N/A N/A
53708
decentralized-usd
Provides 14 read-only tools to query USDD stablecoin protocol data across TRON,…
53709
adler0311
Research SEC filings by ticker or CIK to get company details, recent forms, and…
N/A N/A 95
53710
jotraynor
Enables Claude to search and download music files from the Soulseek peer-to-pee…
81
53711
gustavolira
Shared team memory for AI coding agents with Bayesian confidence scoring and te…
N/A N/A
53712
dorisashehi
A basic Model Context Protocol server implementation that demonstrates core MCP…
81
53713
atilcan
Enables real-time stock and options market data retrieval from Interactive Brok…
N/A N/A 95
53714
neovasky
A GitHub integration for Claude Desktop that provides access to GitHub features…
81
53715 N/A N/A 95
53716
tumourlove
Indexes Unreal Engine project C++ source, config files, dependencies, gameplay …
N/A N/A
53717
jabberwock
blend-ai Claim 1
An MCP server that enables AI assistants to control Blender through 108 special…
N/A N/A 95
53718
Leviathan0x0
Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40…
N/A N/A
53719
nullary-ai
Negative results intelligence for drug discovery: inactive compounds, failed se…
81
53720 N/A N/A 95
53721
SecretRichGarden
轻量级MCP服务器,提供学术文献检索、论文详情、全文下载等功能,可配合PubMed MCP用于生物医学检索链路。
53722
njlnaet
Build searchable AI research knowledge bases with hybrid vector search directly…
N/A N/A 95
53723
jakemaxsigal-creator
Pay-per-call web search for AI agents, settled in USDC on Base via the x402 pro…
53724
guillermo-salas
Ask the Market Anything. Stock & ETF Scoring Get the Danelfin AI Score (1–10) …
81
53725
RodriguesJohn
Enables AI assistants to read, create, search, update, and delete Apple Notes t…
N/A N/A
53726
norus
Enables AI assistants to interact with Atlassian Bamboo CI/CD, allowing natural…
53727
hotic
An extensible MCP toolbox for code merging, AI code review with OpenAI and Gemi…
N/A N/A
53728
CSOAI-ORG
MEOK CRA Article 14 Reporter MCP — actively-exploited-vulnerability notificatio…
53729
cloud9-labs
MCP server for Slack API integration with 14 tools for messaging and channel ma…
N/A N/A
53730
UseCarly
carly-cli Claim
Agent-native MCP server for Carly, the AI scheduling assistant. Exposes 11 tool…
53731
calltelemetry
An MCP server that enables AI assistants to manage Cisco Unified Communications…
N/A N/A
53732
thryxagi
obsd-launchpad Claim 1
MCP server for AI agents to deploy tokens on Base. One command launch, earn OBS…
N/A N/A 75
53733
kar69-96
agentpay Claim
AI agent payments with human approval. Local-first, encrypted credentials, budg…
N/A N/A 83
53734
positonic
Connect Claude to your Exponential workspace to manage projects, actions, and O…
53735
DilmurodMak
Provides real-time weather information for any location using FastMCP.
53736
revelri
Closes the find-download-install loop for lutris-mcp by searching Prowlarr, dow…
53737
iwillwait4u
A local-first Python MCP server for Easy.gg BedWars custom scripting, enabling …
N/A N/A
53738
geojakes
An MCP server that lets Claude Desktop and Claude Code control your PC — take s…
N/A N/A
53739
banstack
Light-weight MCP server to save and manage apartment listings to a shared Googl…
53740
tum-gis
Enables AI assistants to interact with 3DCityDB v5 through natural language, dy…
53741
LayUp-Sport
Search bookable London courts, pitches, lanes and pickup games across every maj…
53742
GTarkin
zeughaus-mcp Claim
Execute commands in ephemeral containers with any combination of Nix packages.
N/A N/A
53743
rag-poc-pj
AI agent can manage Redmine tickets and projects via MCP tools.
N/A N/A
53744
schoeffeljp
deribit-mcp Claim
Connects to Deribit for real-time market data, portfolio management, trade exec…
N/A N/A
53745
avohq
Avo Claim
Define, ship & query your analytics tracking from one source of truth, trusted …
53746
ai-caseylai
Enables seamless integration with WhatsApp through the Model Context Protocol, …
81
53747
sriram-mk1
A remote MCP server with Google OAuth authentication, deployable to Cloudflare …
N/A N/A
53748
daikazu
An MCP server for interacting with the Rybbit Analytics API, enabling querying …
N/A N/A
53749
abhiyoheswaran1
TokenTrace Claim
Local-first AI CLI usage analytics for agents.
N/A N/A
53750
WonderCV
ClawHire MCP Claim
An employer-facing MCP server that enables hiring managers to post jobs, search…
81
Showing 53701–53750 of 54421 servers