MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64451 |
Monzo Claude Connector
Claim
A remote MCP server on Cloudflare Workers that gives Claude read-only access to…
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| 64452 |
Gmail MCP Server
Claim
A high-performance MCP server that enables AI assistants to interact with Gmail…
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| 64453 |
myst-mcp
Claim
Enables searching any MyST Markdown or Jupyter Book documentation site that pub…
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| 64454 |
Read-only canonical igoyal.ai Markdown resources, including MPP-paid city guide…
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| 64455 |
ServiceGraph
Claim
AI Agent skills to access structured datasets for startup founders
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| 64456 |
Fetches and filters GitHub trending repositories by keywords, language, and tim…
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| 64457 |
YAPI MCP Server
Claim
Enables LLM clients to browse and inspect YAPI API documentation, including pro…
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| 64458 |
gov-notice-mcp
Claim
Enables searching, summarizing, and recommending government and public institut…
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| 64459 |
telegram-mcp
Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
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| 64460 |
aws-cost-explorer
Claim
Enables AI assistants to query and analyze AWS costs and usage via the Cost Exp…
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| 64461 |
siyuan-ai-mcp-bridge
Claim
Provides a local MCP stdio server that enables AI clients to read, search, crea…
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| 64462 |
aluris-caselibrary-mcp
Claim
Enables semantic search and retrieval of Chinese judicial cases from the Suprem…
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| 64463 |
loggly-mcp-server
Claim
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| 64464 |
Railway MCP Server
Claim
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
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| 64465 |
substack-article-mcp
Claim
MCP server for Substack that enables reading articles, comments, feed, and subs…
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| 64466 |
after-effects-mcp
Claim
Enables AI assistants to control Adobe After Effects through a standardized MCP…
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| 64467 |
ARC MCP Server
Claim
Bridges AI models with the ARC enterprise framework, enabling documentation sea…
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| 64468 |
lueders
Claim
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| 64469 |
albyhub-admin-mcp
Claim
MCP server for node-admin operations on an Alby Hub Lightning node via its HTTP…
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| 64470 |
Session Logger MCP
Claim
Enables saving LLM chat conversations to JSONL log files and querying them by s…
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| 64471 |
Cairn
Claim
A local-private context-handoff tool for AI agents, preserving decisions, evide…
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| 64472 |
Provides a standardized interface for interacting with SharePoint tools and ser…
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| 64473 |
Google Sheets MCP Server
Claim
Provides tools to read, write, append, and create Google Sheets via MCP, using …
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| 64474 |
bricks-and-context
Claim
Enables AI assistants to interact with Databricks workspaces, running SQL queri…
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| 64475 |
contact-verifier-mcp
Claim
MCP server for verifying B2B contact records via email syntax and DNS/MX checks…
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| 64476 |
venv-mcp-server
Claim
An MCP server that manages Python virtual environments using uv, allowing LLMs …
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| 64477 |
astro-platform-starter
Claim
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| 64478 |
A self-hosted registry and MCP server for reusable AI-agent skills that enables…
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| 64479 |
Revdoku
Claim
Publish websites from AI agents using Revdoku buckets.
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| 64480 |
Nightscout MCP Server
Claim
Bridges your Nightscout CGM data with AI assistants via the Model Context Proto…
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| 64481 |
mcp_server
Claim
Provides configuration examples and management for MCP servers supporting stdio…
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| 64482 |
slsk-mcp
Claim
An MCP server that enables AI assistants to log into Soulseek, search the netwo…
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| 64483 |
Enables automation of Google Workspace tasks, including reading/writing sheets,…
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| 64484 |
MSSQL MCP
Claim
Enables AI assistants to connect to Microsoft SQL Server via the MCP protocol, …
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| 64485 |
sql-mcp-server
Claim
MCP server for SQL Server database interactions, providing tools to list databa…
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| 64486 |
Provides AI assistants with intelligent access to Transporeon's internal compan…
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| 64487 |
PodPast
Claim
Hosted Claude connector that turns the podcasts you already follow into a searc…
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| 64488 |
Syncs and manages configurations for dev tools like Claude Code and Gemini CLI …
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| 64489 |
cursor-mcp-server
Claim
An MCP server wrapping the Cursor CLI agent, enabling Claude Code and other MCP…
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| 64490 |
smartlead-mcp-server-sse
Claim
An MCP server that enables AI agents to manage Smartlead campaigns, including c…
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| 64491 |
eywa-mcp
Claim
Provides cross-session memory for Claude Code by extracting structured handoffs…
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| 64492 |
Enables ChatGPT to interact with Odoo by providing tools for repository managem…
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| 64493 |
MemeStack MCP
Claim
MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (mem…
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| 64494 |
Voicenotes MCP
Claim
Enables seamless interaction with Voicenotes through natural language, allowing…
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| 64495 |
pharaoh
Claim
Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowle…
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| 64496 |
twelvelabs-indexing
Claim
Enables video indexing with TwelveLabs by uploading local video files and track…
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| 64497 |
CueScope
Claim
CueScope is a read-first MCP server that gives AI assistants safe production in…
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| 64498 |
openmc-validator-mcp
Claim
An MCP server that provides pre-flight validation and post-processing tools for…
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| 64499 |
wikijs-mcp
Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
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| 64500 |
BNB Chain MCP Server
Claim
A comprehensive Model Context Protocol server that enables AI agents to interac…
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