MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 3 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64651 |
Railway MCP Server
Claim
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
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| 64652 |
substack-article-mcp
Claim
MCP server for Substack that enables reading articles, comments, feed, and subs…
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| 64653 |
after-effects-mcp
Claim
Enables AI assistants to control Adobe After Effects through a standardized MCP…
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| 64654 |
ARC MCP Server
Claim
Bridges AI models with the ARC enterprise framework, enabling documentation sea…
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| 64655 |
lueders
Claim
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| 64656 |
albyhub-admin-mcp
Claim
MCP server for node-admin operations on an Alby Hub Lightning node via its HTTP…
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| 64657 |
Session Logger MCP
Claim
Enables saving LLM chat conversations to JSONL log files and querying them by s…
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| 64658 |
Cairn
Claim
A local-private context-handoff tool for AI agents, preserving decisions, evide…
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| 64659 |
Provides a standardized interface for interacting with SharePoint tools and ser…
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| 64660 |
Google Sheets MCP Server
Claim
Provides tools to read, write, append, and create Google Sheets via MCP, using …
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| 64661 |
bricks-and-context
Claim
Enables AI assistants to interact with Databricks workspaces, running SQL queri…
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| 64662 |
contact-verifier-mcp
Claim
MCP server for verifying B2B contact records via email syntax and DNS/MX checks…
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| 64663 |
venv-mcp-server
Claim
An MCP server that manages Python virtual environments using uv, allowing LLMs …
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| 64664 |
astro-platform-starter
Claim
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| 64665 |
A self-hosted registry and MCP server for reusable AI-agent skills that enables…
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| 64666 |
Revdoku
Claim
Publish websites from AI agents using Revdoku buckets.
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| 64667 |
Nightscout MCP Server
Claim
Bridges your Nightscout CGM data with AI assistants via the Model Context Proto…
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| 64668 |
mcp_server
Claim
Provides configuration examples and management for MCP servers supporting stdio…
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| 64669 |
slsk-mcp
Claim
An MCP server that enables AI assistants to log into Soulseek, search the netwo…
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| 64670 |
Enables automation of Google Workspace tasks, including reading/writing sheets,…
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| 64671 |
MSSQL MCP
Claim
Enables AI assistants to connect to Microsoft SQL Server via the MCP protocol, …
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| 64672 |
sql-mcp-server
Claim
MCP server for SQL Server database interactions, providing tools to list databa…
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| 64673 |
Provides AI assistants with intelligent access to Transporeon's internal compan…
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| 64674 |
PodPast
Claim
Hosted Claude connector that turns the podcasts you already follow into a searc…
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| 64675 |
Syncs and manages configurations for dev tools like Claude Code and Gemini CLI …
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| 64676 |
cursor-mcp-server
Claim
An MCP server wrapping the Cursor CLI agent, enabling Claude Code and other MCP…
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| 64677 |
smartlead-mcp-server-sse
Claim
An MCP server that enables AI agents to manage Smartlead campaigns, including c…
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| 64678 |
eywa-mcp
Claim
Provides cross-session memory for Claude Code by extracting structured handoffs…
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| 64679 |
Enables ChatGPT to interact with Odoo by providing tools for repository managem…
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| 64680 |
MemeStack MCP
Claim
MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (mem…
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| 64681 |
Voicenotes MCP
Claim
Enables seamless interaction with Voicenotes through natural language, allowing…
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| 64682 |
pharaoh
Claim
Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowle…
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| 64683 |
twelvelabs-indexing
Claim
Enables video indexing with TwelveLabs by uploading local video files and track…
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| 64684 |
CueScope
Claim
CueScope is a read-first MCP server that gives AI assistants safe production in…
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| 64685 |
openmc-validator-mcp
Claim
An MCP server that provides pre-flight validation and post-processing tools for…
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| 64686 |
wikijs-mcp
Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
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| 64687 |
BNB Chain MCP Server
Claim
A comprehensive Model Context Protocol server that enables AI agents to interac…
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| 64688 |
mcp-bungie
Claim
Enables querying Destiny 2 player data, profiles, clans, and stats through the …
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| 64689 |
x-mcp
Claim
An MCP server for interacting with X/Twitter, enabling posting tweets, searchin…
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| 64690 |
agent-fde
Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
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| 64691 |
exa-websets-mcp
Claim
Unified gateway to Exa, Websets, and Deep Search for code search, deep research…
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| 64692 |
check-mcp
Claim
Validate any shell command before execution. AI agents call Check to know if a …
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| 64693 |
korea-realestate-mcp
Claim
Enables AI agents to query and analyze Korean apartment real estate transaction…
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| 64694 |
cellc-mcp
Claim
Wraps the cellc CellScript compiler so that an AI can write, check, explain, an…
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| 64695 |
agr_postgres_mcp
Claim
Enables interaction with PostgreSQL databases via psql, supporting SQL queries,…
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| 64696 |
Agent Search MCP
Claim
Free multi-source web search server for AI agents, with confidence scoring and …
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| 64697 |
HealthKit MCP
Claim
Enables AI assistants to access Apple HealthKit workout data by receiving worko…
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| 64698 |
heimdall-mcp
Claim
Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…
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| 64699 |
NotebookLM MCP Server
Claim
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
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| 64700 |
A sophisticated MCP server providing powerful file search capabilities includin…
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