MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64451
silkyrich
A remote MCP server on Cloudflare Workers that gives Claude read-only access to…
— ○ ⏳ — — — — — —
64452
Uncommontayo
A high-performance MCP server that enables AI assistants to interact with Gmail…
— ○ ⏳ — N/A N/A — 95 —
64453
eresearchqut
myst-mcp Claim
Enables searching any MyST Markdown or Jupyter Book documentation site that pub…
— ○ ⏳ — — — — — —
64454
IshanGoyal
Read-only canonical igoyal.ai Markdown resources, including MPP-paid city guide…
— ○ ⏳ — — — — — —
64455
nostrband
ServiceGraph Claim
AI Agent skills to access structured datasets for startup founders
— ○ ⏳ — N/A N/A — — —
64456
snyangwei2
Fetches and filters GitHub trending repositories by keywords, language, and tim…
— ○ ⏳ — — — — — —
64457
AlwaysLoveme
Enables LLM clients to browse and inspect YAPI API documentation, including pro…
— ○ ⏳ — — — — — —
64458
openit-mykim
Enables searching, summarizing, and recommending government and public institut…
— ○ ⏳ — — — — — —
64459
VovaVindar
telegram-mcp Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
— ○ ⏳ — N/A N/A — — —
64460
shawnj
Enables AI assistants to query and analyze AWS costs and usage via the Cost Exp…
— ○ ⏳ — — — — — —
64461
appdev
Provides a local MCP stdio server that enables AI clients to read, search, crea…
— ○ ⏳ — N/A N/A — — —
64462
alexchenlin1996-pixel
Enables semantic search and retrieval of Chinese judicial cases from the Suprem…
— ○ ⏳ — N/A N/A — — —
64463 — ○ ⏳ — N/A N/A — 95 —
64464
Magnazee
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
— ○ ⏳ — — — — — —
64465
jenny-ouyang
MCP server for Substack that enables reading articles, comments, feed, and subs…
— ○ ⏳ — N/A N/A — — —
64466
SheinbergStudio-Dev
Enables AI assistants to control Adobe After Effects through a standardized MCP…
— ○ ⏳ — N/A N/A — — —
64467
maxmurphySF
Bridges AI models with the ARC enterprise framework, enabling documentation sea…
— ○ ⏳ — — — — — —
64468
pdrago97
lueders Claim
— ○ ⏳ — N/A N/A — 95 —
64469
llmops-pro
MCP server for node-admin operations on an Alby Hub Lightning node via its HTTP…
— ○ ⏳ — — — — — —
64470
davinoishi
Enables saving LLM chat conversations to JSONL log files and querying them by s…
— ○ ⏳ — — — — — —
64471
CheswickDEV
Cairn Claim
A local-private context-handoff tool for AI agents, preserving decisions, evide…
— ○ ⏳ — N/A N/A — — —
64472
universal-mcp
Provides a standardized interface for interacting with SharePoint tools and ser…
— ○ ⏳ — — — — — —
64473
jsyapps
Provides tools to read, write, append, and create Google Sheets via MCP, using …
— ○ ⏳ — N/A N/A — — —
64474
laraib-sidd
Enables AI assistants to interact with Databricks workspaces, running SQL queri…
— ○ ⏳ — N/A N/A — — —
64475
owieschon
MCP server for verifying B2B contact records via email syntax and DNS/MX checks…
— ○ ⏳ — — — — — —
64476
sparfenyuk
An MCP server that manages Python virtual environments using uv, allowing LLMs …
— ○ ⏳ — N/A N/A — — —
64477 — ○ ⏳ — N/A N/A — 95 —
64478
cobibean
A self-hosted registry and MCP server for reusable AI-agent skills that enables…
— ○ ⏳ — N/A N/A — — —
64479
revdoku
Revdoku Claim
Publish websites from AI agents using Revdoku buckets.
— ○ ⏳ — — — — — —
64480
adminpb
Bridges your Nightscout CGM data with AI assistants via the Model Context Proto…
— ○ ⏳ — — — — — —
64481
hfhfn
mcp_server Claim
Provides configuration examples and management for MCP servers supporting stdio…
— ○ ⏳ — — — — — —
64482
voidtype
slsk-mcp Claim
An MCP server that enables AI assistants to log into Soulseek, search the netwo…
— ○ ⏳ — — — — — —
64483
Lindsayellis22
Enables automation of Google Workspace tasks, including reading/writing sheets,…
— ○ ⏳ — — — — — —
64484
zomzad
MSSQL MCP Claim
Enables AI assistants to connect to Microsoft SQL Server via the MCP protocol, …
— ○ ⏳ — N/A N/A — — —
64485
prahveent
MCP server for SQL Server database interactions, providing tools to list databa…
— ○ ⏳ — N/A N/A — — —
64486
larkinmaxim
Provides AI assistants with intelligent access to Transporeon's internal compan…
— ○ ⏳ — — — — — —
64487
tomdoeswork
PodPast Claim
Hosted Claude connector that turns the podcasts you already follow into a searc…
— ○ ⏳ — — — — — —
64488
akurinnoy
Syncs and manages configurations for dev tools like Claude Code and Gemini CLI …
— ○ ⏳ — — — — — —
64489
bbarney7
An MCP server wrapping the Cursor CLI agent, enabling Claude Code and other MCP…
— ○ ⏳ — N/A N/A — — —
64490
jacob-dietle
An MCP server that enables AI agents to manage Smartlead campaigns, including c…
— ○ ⏳ — — — — — —
64491
buildoak
eywa-mcp Claim
Provides cross-session memory for Claude Code by extracting structured handoffs…
— ○ ⏳ — N/A N/A — — —
64492
Abdul0000
Enables ChatGPT to interact with Odoo by providing tools for repository managem…
— ○ ⏳ — — — — — —
64493
Ed-Relight
MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (mem…
— ○ ⏳ — — — — — —
64494
mayankbohradev
Enables seamless interaction with Voicenotes through natural language, allowing…
— ○ ⏳ — — — — — —
64495
0xUXDesign
pharaoh Claim
Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowle…
— ○ ⏳ — — — — 81 —
64496
Hrishikesh332
Enables video indexing with TwelveLabs by uploading local video files and track…
— ○ ⏳ — N/A N/A — — —
64497
greenhouselabs
CueScope Claim
CueScope is a read-first MCP server that gives AI assistants safe production in…
— ○ ⏳ — — — — — —
64498
zxkjack123
An MCP server that provides pre-flight validation and post-processing tools for…
— ○ ⏳ — N/A N/A — — —
64499
andhit-r
wikijs-mcp Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
— ○ ⏳ — — — — — —
64500
akumachan-v
A comprehensive Model Context Protocol server that enables AI agents to interac…
— ○ ⏳ — — — — 81 —
Showing 64451–64500 of 69027 servers