MCP Server Quality Scores

Independent quality analysis of 47923 public MCP servers

47923
Discovered
29615
Scored
2112
Verified
16952
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47851
Techie03
trade-mcp Claim
An advanced MCP server for real-time worldwide stock market data, technical ind…
47852
hisasann
Control Apple Music via natural language from Claude Code, with the ability to …
N/A N/A
47853
zainbacchus
A read-only Telegram MCP server that retrieves messages from your DMs, groups, …
N/A N/A
47854
dotlab-hq
MCP server for OpenAI Vector Store API, managing vector stores, files, file bat…
47855
rajfazulhussain2008
Enables LLMs to accurately navigate and retrieve information from complex docum…
N/A N/A
47856
konradxmalinowski
A Python MCP server for note management with RAG capabilities, enabling adding,…
N/A N/A
47857
aria-agentworks
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
81
47858
culstrup
Enables natural language interaction with Unanet GovCon ERP for project managem…
N/A N/A
47859
Winter-And-You-Gone
Windows桌面截图与窗口自动化工具,支持后台操作、不抢焦点,可截取窗口/屏幕、模拟鼠标键盘、点击菜单等。
N/A N/A
47860
pavlealeksic
plaky-mcp Claim
Wraps the Plaky project-management REST API as MCP tools for managing spaces, b…
47861
MuhDur
PL/SQL Intelligence MCP server — live Oracle DB tools + offline analyze/lineage…
N/A N/A
47862
MusashiBot
musashi-mcp Claim
Exposes Musashi market intelligence as MCP tools for clients like Claude and Ch…
47863
isyuricunha
Lightweight MCP server for DuckDuckGo search with HTML fallback, safe webpage f…
47864
andrewesweet
ropey Claim
Enables coding agents to perform safe, project-wide Python refactoring (rename,…
N/A N/A
47865
wuruiqi
Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enab…
N/A N/A
47866
abhinav7895
Manage voice AI agents, make calls, run campaigns, and control phone numbers th…
47867
zhitongblog
SoloMD Claim
A free, open-source Markdown editor with a bundled MCP server (stdio, read-only…
N/A N/A
47868
lightfastai
Connects creative applications like Blender and Adobe Creative Suite to AI mode…
N/A N/A 95
47869
one710
A pluggable vector memory server for semantic search and long-term memory, with…
47870
Avicennasis
A schema-aware MCP server for Redmine that validates issue writes against workf…
N/A N/A
47871
ldippo
transcend Claim
A code-intelligence MCP server for coding agents that combines a static reposit…
N/A N/A
47872
luzzwaix
lazarus-mcp Claim
Enables automatic diagnosis, safe repair, and evidence generation for broken No…
N/A N/A
47873
AndyShaman
Soroka Claim
Telegram bot that turns saved messages into a personal knowledge base with AI-p…
47874
laivannha0202
Local-first MCP server that connects AI coding agents to the currently open Fig…
N/A N/A
47875
pesche012
Read-only MCP server that retrieves SEO analytics data from WordPress, Google S…
N/A N/A
47876
patriciosantamaria
Enables AI agents to control Google Workspace services (Slides, Docs, Sheets, D…
47877
abdelrahman-hsn
A Model Context Protocol server that connects your AI IDE to Jira. Query your t…
N/A N/A
47878
meabs
Enables users to explore and manage banking card features including product dis…
N/A N/A
47879
baller-coder
Federated MCP server that joins relational metadata (MySQL) with timeseries val…
47880
dsouflis
Enables solving constraint satisfaction problems, mathematical equations, and l…
N/A N/A
47881 N/A N/A 95
47882
onmax
A Model Context Protocol (MCP) server for interacting with the Nimiq blockchain.
47883
execution-run
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
81
47884
Yveshby27
Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest
N/A N/A
47885
zhentong520
wx4py-mcp Claim
MCP server for WeChat PC automation, enabling message sending, voice/video call…
N/A N/A
47886
UMLCloudComputing
Enables searching across UMass Lowell domain for people, website content, place…
N/A N/A
47887
carlosfernandescrypt
Local MCP server that transforms Figma documentation and business rules into a …
N/A N/A
47888
TheDivyanshShukla
atlas-mcp Claim
Connect AI coding agents to Atlas knowledge hub for context retrieval and work …
N/A N/A
47889
zz6zz666
Enables agent-style remote development over SSH with file operations and comman…
N/A N/A
47890
pipeworx-io
Enables searching and retrieving documents, activities, and plenary protocols f…
47891
s-morgan-jeffries
Enables AI assistants to read, send, search, and manage emails in Apple Mail on…
N/A N/A
47892
JL-VALERO
Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code…
N/A N/A
47893
GatisOzols
Lets AI assistants classify an AI system under the EU AI Act, returning risk ti…
N/A N/A
47894
riemannzeta
Provides access to USPTO patent and patent application data through multiple AP…
47895
genoxdeveloper
The only MCP that returns license + supply-chain risk + popularity + price in a…
47896
snooze Claim 1
Check a domain's registration status, or watch it for expiry, deletion, and ava…
67
47897
theelderwand
MCP server for TradeStation API enabling market data, brokerage, and order exec…
N/A N/A
47898
Dimitrearaujo
A Python MCP server providing AI agents with tools for local knowledge base sea…
N/A N/A
47899
mrslbt
MCP server that surfaces cited official Japanese government data on Nankai Trou…
N/A N/A
47900
aoyn1xw
firsty-mcp Claim
An MCP server that wraps the Firsty telecom API, allowing AI agents to manage e…
N/A N/A
Showing 47851–47900 of 47923 servers