MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64651
Magnazee
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
— ○ ⏳ — — — — — —
64652
jenny-ouyang
MCP server for Substack that enables reading articles, comments, feed, and subs…
— ○ ⏳ — N/A N/A — — —
64653
SheinbergStudio-Dev
Enables AI assistants to control Adobe After Effects through a standardized MCP…
— ○ ⏳ — N/A N/A — — —
64654
maxmurphySF
Bridges AI models with the ARC enterprise framework, enabling documentation sea…
— ○ ⏳ — — — — — —
64655
pdrago97
lueders Claim
— ○ ⏳ — N/A N/A — 95 —
64656
llmops-pro
MCP server for node-admin operations on an Alby Hub Lightning node via its HTTP…
— ○ ⏳ — — — — — —
64657
davinoishi
Enables saving LLM chat conversations to JSONL log files and querying them by s…
— ○ ⏳ — — — — — —
64658
CheswickDEV
Cairn Claim
A local-private context-handoff tool for AI agents, preserving decisions, evide…
— ○ ⏳ — N/A N/A — — —
64659
universal-mcp
Provides a standardized interface for interacting with SharePoint tools and ser…
— ○ ⏳ — — — — — —
64660
jsyapps
Provides tools to read, write, append, and create Google Sheets via MCP, using …
— ○ ⏳ — N/A N/A — — —
64661
laraib-sidd
Enables AI assistants to interact with Databricks workspaces, running SQL queri…
— ○ ⏳ — N/A N/A — — —
64662
owieschon
MCP server for verifying B2B contact records via email syntax and DNS/MX checks…
— ○ ⏳ — — — — — —
64663
sparfenyuk
An MCP server that manages Python virtual environments using uv, allowing LLMs …
— ○ ⏳ — N/A N/A — — —
64664 — ○ ⏳ — N/A N/A — 95 —
64665
cobibean
A self-hosted registry and MCP server for reusable AI-agent skills that enables…
— ○ ⏳ — N/A N/A — — —
64666
revdoku
Revdoku Claim
Publish websites from AI agents using Revdoku buckets.
— ○ ⏳ — — — — — —
64667
adminpb
Bridges your Nightscout CGM data with AI assistants via the Model Context Proto…
— ○ ⏳ — — — — — —
64668
hfhfn
mcp_server Claim
Provides configuration examples and management for MCP servers supporting stdio…
— ○ ⏳ — — — — — —
64669
voidtype
slsk-mcp Claim
An MCP server that enables AI assistants to log into Soulseek, search the netwo…
— ○ ⏳ — — — — — —
64670
Lindsayellis22
Enables automation of Google Workspace tasks, including reading/writing sheets,…
— ○ ⏳ — — — — — —
64671
zomzad
MSSQL MCP Claim
Enables AI assistants to connect to Microsoft SQL Server via the MCP protocol, …
— ○ ⏳ — N/A N/A — — —
64672
prahveent
MCP server for SQL Server database interactions, providing tools to list databa…
— ○ ⏳ — N/A N/A — — —
64673
larkinmaxim
Provides AI assistants with intelligent access to Transporeon's internal compan…
— ○ ⏳ — — — — — —
64674
tomdoeswork
PodPast Claim
Hosted Claude connector that turns the podcasts you already follow into a searc…
— ○ ⏳ — — — — — —
64675
akurinnoy
Syncs and manages configurations for dev tools like Claude Code and Gemini CLI …
— ○ ⏳ — — — — — —
64676
bbarney7
An MCP server wrapping the Cursor CLI agent, enabling Claude Code and other MCP…
— ○ ⏳ — N/A N/A — — —
64677
jacob-dietle
An MCP server that enables AI agents to manage Smartlead campaigns, including c…
— ○ ⏳ — — — — — —
64678
buildoak
eywa-mcp Claim
Provides cross-session memory for Claude Code by extracting structured handoffs…
— ○ ⏳ — N/A N/A — — —
64679
Abdul0000
Enables ChatGPT to interact with Odoo by providing tools for repository managem…
— ○ ⏳ — — — — — —
64680
Ed-Relight
MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (mem…
— ○ ⏳ — — — — — —
64681
mayankbohradev
Enables seamless interaction with Voicenotes through natural language, allowing…
— ○ ⏳ — — — — — —
64682
0xUXDesign
pharaoh Claim
Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowle…
— ○ ⏳ — — — — 81 —
64683
Hrishikesh332
Enables video indexing with TwelveLabs by uploading local video files and track…
— ○ ⏳ — N/A N/A — — —
64684
greenhouselabs
CueScope Claim
CueScope is a read-first MCP server that gives AI assistants safe production in…
— ○ ⏳ — — — — — —
64685
zxkjack123
An MCP server that provides pre-flight validation and post-processing tools for…
— ○ ⏳ — N/A N/A — — —
64686
andhit-r
wikijs-mcp Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
— ○ ⏳ — — — — — —
64687
akumachan-v
A comprehensive Model Context Protocol server that enables AI agents to interac…
— ○ ⏳ — — — — 81 —
64688
pipeworx-io
mcp-bungie Claim
Enables querying Destiny 2 player data, profiles, clans, and stats through the …
— ○ ⏳ — — — — — —
64689
khajaphysist
x-mcp Claim
An MCP server for interacting with X/Twitter, enabling posting tweets, searchin…
— ○ ⏳ — N/A N/A — — —
64690
chenshuai9101
agent-fde Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
— ○ ⏳ — N/A N/A — — —
64691
kabirrgrover
Unified gateway to Exa, Websets, and Deep Search for code search, deep research…
— ○ ⏳ — — — — — —
64692
golproductions
check-mcp Claim
Validate any shell command before execution. AI agents call Check to know if a …
— ○ ⏳ — N/A N/A — — —
64693
ohkyuetaek
Enables AI agents to query and analyze Korean apartment real estate transaction…
— ○ ⏳ — N/A N/A — — —
64694
toastmanAu
cellc-mcp Claim
Wraps the cellc CellScript compiler so that an AI can write, check, explain, an…
— ○ ⏳ — N/A N/A — — —
64695
alliance-genome
Enables interaction with PostgreSQL databases via psql, supporting SQL queries,…
— ○ ⏳ — N/A N/A — — —
64696
lennney
Free multi-source web search server for AI agents, with confidence scoring and …
— ○ ⏳ — — — — — —
64697
Orchid1970
Enables AI assistants to access Apple HealthKit workout data by receiving worko…
— ○ ⏳ — — — — 81 —
64698
enmanuelmag
heimdall-mcp Claim
Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…
— ○ ⏳ — — — — — —
64699
PavelGuzenfeld
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
— ○ ⏳ — — — — — —
64700
DataCleaninghash
A sophisticated MCP server providing powerful file search capabilities includin…
— ○ ⏳ — N/A N/A — — —
Showing 64651–64700 of 69007 servers