MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 2 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57351 |
Award Travel Finder
Claim
Search award flight availability and points pricing across 27 airlines and 23 l…
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| 57352 |
python-runner
Claim
Execute Python code via subprocess with timeout and error handling, returning s…
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| 57353 |
Smithery Scaffold
Claim
Provide a flexible scaffold for building MCP servers with ease. Accelerate deve…
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| 57354 |
periscope-mcp
Claim
Website & web-app testing built for AI agents rather than raw browser bindings:…
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| 57355 |
DocMCP
Claim
Index any documentation website and search it from AI coding assistants via the…
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| 57356 |
Monad MCP Server
Claim
Listens to Monad testnet for new blocks and provides a REST API to query the la…
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| 57357 |
MCP Setup Server
Claim
A modular MCP server exposing tools for integrating with services like GitHub, …
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| 57358 |
Tableau MCP
Claim
Enables AI applications to interact with Tableau through tools for querying dat…
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| 57359 |
Simplest way to run a stateless MCP server on Cloudflare Workers, using createM…
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| 57360 |
Neon MCP Server
Claim
A lightweight MCP server that interacts with the Neon REST API, deployable on C…
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| 57361 |
prection
Claim
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| 57362 |
Garmin MCP Gateway
Claim
Multi-user OAuth 2.1 gateway allowing a trusted circle to connect their Garmin …
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| 57363 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 57364 |
meridian-mcp
Claim
Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & E…
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| 57365 |
mcp-phish
Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
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| 57366 |
Enables AI assistants to search, explore, and query Calgary's open data portal …
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| 57367 |
showcase-mcp
Claim
MCP server that opens a native desktop window to display rich content (Markdown…
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| 57368 |
recall-mcp
Claim
Persistent, searchable memory for AI agents over the Model Context Protocol, en…
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| 57369 |
canvas3d-mcp
Claim
Enables AI agents to create, render, and validate 3D scenes, 2D art, and games …
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| 57370 |
my-context-mcp
Claim
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| 57371 |
An MCP server that provides echo resource, tool, and prompt functionality for t…
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| 57372 |
notion-autopilot
Claim
Turns Notion task databases into an intelligent task management system with aut…
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| 57373 |
drainbrain-mcp-server
Claim
Tools:
- scan_token - Scan a single token for rug pull risk, honeypot status,…
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| 57374 |
Canvas MCP Server
Claim
Connects Claude to the Canvas LMS REST API, enabling natural language queries a…
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| 57375 |
@nebuloss/r2-re-mcp
Claim
Stateful radare2 MCP server tailored for reverse-engineering WiFi firmware, wit…
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| 57376 |
gotask-mcp
Claim
An MCP server that enables AI agents to list and run tasks defined in Taskfile.…
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| 57377 |
Spine
Claim
Exposes a governed, provenance-grounded autonomous delivery pipeline as an MCP …
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| 57378 |
fallbookspractice-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 57379 |
nl-opendata-mcp
Claim
Enables accessing and querying Dutch government open datasets from CBS and data…
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| 57380 |
An MCP server that provides expert knowledge on the OpenAI API, powered by RAG.…
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| 57381 |
TunaPay Pay
Claim
Your AI pays with a TunaPay prepaid card. You approve each payment in Telegram …
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| 57382 |
vCenter MCP Server
Claim
Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, provi…
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| 57383 |
An MCP server that wraps the ThreeHats Foundry VTT REST API relay so an LLM age…
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| 57384 |
Infinite Context Keeper
Claim
MCP server providing context usage estimation, conversation compaction, and dur…
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| 57385 |
hzy9981
Claim
https://github.com/hzy9981/vertex-ai-mcp-bridge
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| 57386 |
midi-composer-mcp
Claim
Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…
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| 57387 |
Backtest360
Claim
MCP server exposing the Backtest360 engine API as tools for AI agents.
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| 57388 |
airflow-mcp-server
Claim
Enables Claude to inspect and operate Apache Airflow over its REST API, providi…
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| 57389 |
Teams MCP Server
Claim
Enables AI assistants to interact with Microsoft Teams through direct API calls…
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| 57390 |
Airflow MCP
Claim
A Model Context Protocol server that exposes Apache Airflow's REST API to AI ag…
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| 57391 |
tradingview
Claim
Connects Claude Code to your locally running TradingView Desktop app via Chrome…
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| 57392 |
agentview
Claim
# agentView
Premium digital signage control plane for AI agents. Create and ma…
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| 57393 |
postwire-mcp
Claim
Smart Distribute: one prompt → the best native post per platform, then publish …
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| 57394 |
gemini-computer-use-mcp
Claim
An MCP server that enables browser control agents to plan and execute UI tasks …
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| 57395 |
mssql-mcp
Claim
Exposes any Microsoft SQL Server database to AI agents with multi-database supp…
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| 57396 |
mcp-sandboxed-git-gh-cli
Claim
Runs git and GitHub CLI commands outside the macOS sandbox to bypass sandbox re…
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| 57397 |
Commonality MCP Server
Claim
MCP-native sales intelligence server enabling prospect enrichment, LinkedIn scr…
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| 57398 |
Relay
Claim
Facilitate seamless communication between disparate systems or services. Enable…
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| 57399 |
ImHex MCP Integration
Claim
Enables AI assistants to perform autonomous binary analysis, malware inspection…
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| 57400 |
merakimcp
Claim
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