MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54851
Aarekaz
Metro MCP Claim
A unified MCP server for US transit systems, supporting Washington DC Metro and…
54852
abspace1
Manage and monitor smart home devices directly within your workspace. Retrieve …
81
54853
oomkapwn
enquire-mcp Claim
MCP server that exposes a local Obsidian vault as persistent, searchable memory…
54854
arc119226
mcp-tools Claim
A collection of simple, practical MCP servers that require zero configuration, …
N/A N/A
54855
daedalus
Enables network scanning and reconnaissance through MCP tools, leveraging nmap …
N/A N/A
54856
DashingNights
YouTrack MCP Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
54857
AgentAnycast
Enables AI tools to discover, communicate with, and orchestrate AI agents over …
54858
gabrielmahia
historia-mcp Claim
MCP server providing access to Kenya and East Africa historical archives, inclu…
54859
mstampfer
A Model Context Protocol (MCP) server that provides comprehensive Jupyter noteb…
N/A N/A
54860
karimsamir897
A remote MCP server that can be deployed on Cloudflare Workers, using OAuth aut…
54861
tina4stack
Enables Claude to compile, run, and interact with Pascal/Delphi desktop applica…
N/A N/A
54862
shukurlukerem
A production-grade backend that lets LLMs safely operate Gmail, Google Drive, a…
54863
mvavassori
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
N/A N/A
54864
BLD933
Enables AI agents to interact with QGIS, supporting project management, layer i…
N/A N/A
54865
Qiuerjun
An MCP server for 7-Zip archive operations (list, extract, create) with dual-en…
N/A N/A
54866
MingGH
封装豆包 Seedream 图像生成模型为 MCP 服务,支持文生图、图生图、组图及联网搜索生图,部署在 Cloudflare Workers 上
54867
Ismail-2001
Provides a secure, schema-aware PostgreSQL database agent for LLMs, enabling na…
54868
MetaBrain-Labs
Converts ComfyUI workflows into MCP tools for AI agents to generate images, vid…
54869
haf
mcp Claim
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix P…
54870
JihunBlue
Enables intelligent task assignment to developers using hybrid AI algorithms th…
81
54871
ravi8585
Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle si…
81
54872
Osyanne
Read, analyze, create, and edit ProjectLibre project files (.pod/.xml) from Cla…
N/A N/A
54873
akashdeep01
Provides intelligent guidance for EMR cluster management, configuration recomme…
54874
cyanheads
Fetch METARs, TAFs, PIREPs, and SIGMETs/AIRMETs from the NWS Aviation Weather C…
54875
Gill-tech
soil-wise Claim
N/A N/A 95
54876
agent-guild Claim
Attack-resistant reputation and trust layer for autonomous AI agents — discover…
54877
ramarivera
PAL MCP Claim
A Model Context Protocol server that connects multiple AI models into a single …
54878
本地语雀 MCP 服务器,通过浏览器登录态访问语雀,支持读取、创建和编辑文档,具有知识库白名单和只读模式等安全特性。
N/A N/A
54879
bobzhou-source
Local MCP server for editing Power BI Project reports saved in PBIR format.
N/A N/A
54880
SecurityRonin
Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…
54881
doc2mcp
uagents Claim
MCP server for uagents documentation, generated by doc2mcp.
54882
BxNxM
micrOSMCP Claim
Standalone TypeScript MCP server for micrOS devices. Enables discovering device…
54883
godson
godson_123 Claim
N/A N/A 95
54884
Psilolouben
Yazio MCP Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
54885
petersenmatthew
An MCP server that gives desktop AI apps access to your Waterloo LEARN courses,…
N/A N/A
54886
QalaLabs
Connects Tally Prime ERP data to AI assistants via MCP, enabling natural langua…
54887
axel-belfort
Color palette generation API for AI agents. Generate harmonious palettes from a…
81
54888
longcreat
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
54889
VictoriaMetrics-Community
MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and…
N/A N/A 83
54890
gordo-v1su4
Enables direct integration with NocoDB databases from Cursor IDE, providing com…
81
54891
Vellarasan
hevy-mcp Claim
A Model Context Protocol server that connects Claude to Hevy workout logs, enab…
54892
AviHack
A self-hosted MCP server that proxies MCP clients to Power BI, using your own E…
54893
hhszzzz
taibu Claim
Enables traditional Chinese metaphysics tools like Bazi, Ziwei, and Qimen via M…
54894
geoffmcc
sidekick Claim
Enables persistent remote VPS collaboration with MCP tools, live dashboard, and…
54895
ForLegalAI
Let your AI assistant create professional Office documents — PowerPoint, Word, …
54896
SuperInstance
Enables semantic search, recommendations, and similar crate lookups for Rust cr…
54897
sinagilassi
PyMemSim-MCP Claim
Exposes membrane simulation capabilities through an MCP server, enabling gas ho…
54898
raihan0824
Provides access to Kubernetes troubleshooting runbooks, enabling search, discov…
54899
healthymind-tech
Integrates Taiwan health data and international medical standards, providing 28…
54900
weeebdev
beszel-mcp Claim
MCP server for Beszel system monitoring that provides tools to list systems, co…
Showing 54851–54900 of 57357 servers